Model Reduction in the Time-Domain Using Laguerre Polynomials and Krylov Methods. - Yiran Chen 001; Venkataramanan Balakrishnan; Cheng-Kok Koh; Kaushik Roy 001 (DATE, 2002)

Deterministic Clock Gating for Microprocessor Power Reduction. - Hai Li 001; Swarup Bhunia; Yiran Chen 001; T. N. Vijaykumar; Kaushik Roy 001 (HPCA, 2003)

Integrated architectural/physical planning approach for minimization of current surge in high performance clock-gated microprocessors. - Yiran Chen 001; Kaushik Roy 001; Cheng-Kok Koh (ISLPED, 2003)

Priority assignment optimization for minimization of current surge in high performance power efficient clock-gated microprocessor. - Yiran Chen 001; Kaushik Roy 001; Cheng-Kok Koh (ASP-DAC, 2004)

DCG: deterministic clock-gating for low-power microprocessor design. - Hai Li 001; Swarup Bhunia; Yiran Chen 001; Kaushik Roy 001; T. N. Vijaykumar (IEEE Trans. Very Large Scale Integr. Syst., 2004)

Statistical based link insertion for robust clock network design. - Wai-Ching Douglas Lam; Jitesh Jain; Cheng-Kok Koh; Venkataramanan Balakrishnan; Yiran Chen 001 (ICCAD, 2005)

Cascaded carry-select adder (C2SA): a new structure for low-power CSA design. - Yiran Chen 001; Hai Li 001; Kaushik Roy 001; Cheng-Kok Koh (ISLPED, 2005)

Power Supply Noise-Aware Scheduling and Allocation for DSP Synthesis. - Dongku Kang; Yiran Chen 001; Kaushik Roy 001 (ISQED, 2005)

Current demand balancing: a technique for minimization of current surge in high performance clock-gated microprocessors. - Yiran Chen 001; Kaushik Roy 001; Cheng-Kok Koh (IEEE Trans. Very Large Scale Integr. Syst., 2005)

SAVS: a self-adaptive variable supply-voltage technique for process- tolerant and power-efficient multi-issue superscalar processor design. - Hai Li 001; Yiran Chen 001; Kaushik Roy 001; Cheng-Kok Koh (ASP-DAC, 2006)

VOSCH: Voltage scaled cache hierarchies. - Weng-Fai Wong; Cheng-Kok Koh; Yiran Chen 001; Hai Li 001 (ICCD, 2007)

Variable-latency adder (VL-adder): new arithmetic circuit design practice to overcome NBTI. - Yiran Chen 001; Hai Li 001; Jing Li 073; Cheng-Kok Koh (ISLPED, 2007)

Statistical Timing Analysis Considering Spatial Correlations. - Hong Li; Cheng-Kok Koh; Venkataramanan Balakrishnan; Yiran Chen 001 (ISQED, 2007)

Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement. - Xiangyu Dong 001; Xiaoxia Wu; Guangyu Sun 003; Yuan Xie 001; Hai Li 001; Yiran Chen 001 (DAC, 2008)

Spin-transfer torque magnetoresistive content addressable memory (CAM) cell structure design with enhanced search noise margin. - Wei Xu 021; Tong Zhang 002; Yiran Chen 001 (ISCAS, 2008)

Design Margin Exploration of Spin-Torque Transfer RAM (SPRAM). - Yiran Chen 001; Xiaobin Wang; Hai Li 001; Harry Liu; Dimitar V. Dimitrov (ISQED, 2008)

Improving STT MRAM storage density through smaller-than-worst-case transistor sizing. - Wei Xu 021; Yiran Chen 001; Xiaobin Wang; Tong Zhang 002 (DAC, 2009)

An overview of non-volatile memory technology and the implication for tools and architectures. - Hai Li 001; Yiran Chen 001 (DATE, 2009)

A novel architecture of the 3D stacked MRAM L2 cache for CMPs. - Guangyu Sun 003; Xiangyu Dong 001; Yuan Xie 001; Jian Li 059; Yiran Chen 001 (HPCA, 2009)

The salvage cache: A fault-tolerant cache architecture for next-generation memory technologies. - Cheng-Kok Koh; Weng-Fai Wong; Yiran Chen 001; Hai Li 001 (ICCD, 2009)

Thermal-Assisted Spin Transfer Torque Memory (STT-RAM) Cell Design Exploration. - Hai Li 001; Haiwen Xi; Yiran Chen 001; John Stricklin; Xiaobin Wang; Tong Zhang 002 (ISVLSI, 2009)

Compact modeling and corner analysis of spintronic memristor. - Yiran Chen 001; Xiaobin Wang (NANOARCH, 2009)

Tolerating process variations in large, set-associative caches: The buddy cache. - Cheng-Kok Koh; Weng-Fai Wong; Yiran Chen 001; Hai Li 001 (ACM Trans. Archit. Code Optim., 2009)

Gated Decap: Gate Leakage Control of On-Chip Decoupling Capacitors in Scaled Technologies. - Yiran Chen 001; Hai Li 001; Kaushik Roy 001; Cheng-Kok Koh (IEEE Trans. Very Large Scale Integr. Syst., 2009)

Impact of process variations on emerging memristor. - Dimin Niu; Yiran Chen 001; Cong Xu 002; Yuan Xie 001 (DAC, 2010)

A nondestructive self-reference scheme for Spin-Transfer Torque Random Access Memory (STT-RAM). - Yiran Chen 001; Hai Li 001; Xiaobin Wang; Wenzhong Zhu; Wei Xu 021; Tong Zhang 002 (DATE, 2010)

Spintronic memristor devices and application. - Xiaobin Wang; Yiran Chen 001 (DATE, 2010)

A Hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement. - Guangyu Sun 003; Yongsoo Joo; Yibo Chen; Dimin Niu; Yuan Xie 001; Yiran Chen 001; Hai Li 001 (HPCA, 2010)

Variation tolerant sensing scheme of Spin-Transfer Torque Memory for yield improvement. - Zhenyu Sun 001; Hai Li 001; Yiran Chen 001; Xiaobin Wang (ICCAD, 2010)

Combined magnetic- and circuit-level enhancements for the nondestructive self-reference scheme of STT-RAM. - Yiran Chen 001; Hai Li 001; Xiaobin Wang; Wenzhong Zhu; Wei Xu 021; Tong Zhang 002 (ISLPED, 2010)

Low-power dual-element memristor based memory design. - Dimin Niu; Yiran Chen 001; Yuan Xie 001 (ISLPED, 2010)

Scalability of PCMO-based resistive switch device in DSM technologies. - Yiran Chen 001; Wei Tian; Hai Li 001; Xiaobin Wang; Wenzhong Zhu (ISQED, 2010)

Variable-Latency Adder (VL-Adder) Designs for Low Power and NBTI Tolerance. - Yiran Chen 001; Hai Li 001; Cheng-Kok Koh; Guangyu Sun 003; Jing Li 073; Yuan Xie 001; Kaushik Roy 001 (IEEE Trans. Very Large Scale Integr. Syst., 2010)

Design Margin Exploration of Spin-Transfer Torque RAM (STT-RAM) in Scaled Technologies. - Yiran Chen 001; Xiaobin Wang; Hai Li 001; Haiwen Xi; Yuan Yan; Wenzhong Zhu (IEEE Trans. Very Large Scale Integr. Syst., 2010)

Design of Spin-Torque Transfer Magnetoresistive RAM and CAM/TCAM with High Sensing and Search Speed. - Wei Xu 021; Tong Zhang 002; Yiran Chen 001 (IEEE Trans. Very Large Scale Integr. Syst., 2010)

MRAC: A Memristor-based Reconfigurable Framework for Adaptive Cache Replacement. - Ping Zhou; Bo Zhao 007; Youtao Zhang; Jun Yang 002; Yiran Chen 001 (PACT, 2011)

Emerging sensing techniques for emerging memories. - Yiran Chen 001; Hai Li 001 (ASP-DAC, 2011)

Geometry variations analysis of TiO2 thin-film and spintronic memristors. - Miao Hu 002; Hai Li 001; Yiran Chen 001; Xiaobin Wang; Robinson E. Pino (ASP-DAC, 2011)

A 1.0V 45nm nonvolatile magnetic latch design and its robustness analysis. - Peiyuan Wang; Xiang Chen 010; Yiran Chen 001; Hai Li 001; Seung-Hyuk Kang; Xiaochun Zhu; Wenqing Wu (CICC, 2011)

Emerging non-volatile memories: opportunities and challenges. - Chun Jason Xue; Youtao Zhang; Yiran Chen 001; Guangyu Sun 003; Jianhua Joshua Yang; Hai Li 001 (CODES+ISSS, 2011)

3D-ICML: A 3D bipolar ReRAM design with interleaved complementary memory layers. - Yi-Chung Chen; Hai Li 001; Yiran Chen 001; Robinson E. Pino (DATE, 2011)

STT-RAM cell design optimization for persistent and non-persistent error rate reduction: A statistical design view. - Yaojun Zhang; Xiaobin Wang; Yiran Chen 001 (ICCAD, 2011)

Processor caches with multi-level spin-transfer torque ram cells. - Yiran Chen 001; Weng-Fai Wong; Hai Li 001; Cheng-Kok Koh (ISLPED, 2011)

Stacking magnetic random access memory atop microprocessors: an architecture-level evaluation. - Xiangyu Dong 001; Xiaoxia Wu; Yuan Xie 001; Yiran Chen 001; Hai (Helen) Li (IET Comput. Digit. Tech., 2011)

Spintronic Memristor: Compact Model and Statistical Analysis. - Miao Hu 002; Hai (Helen) Li; Yiran Chen 001; Xiaobin Wang (J. Low Power Electron., 2011)

Design of Last-Level On-Chip Cache Using Spin-Torque Transfer RAM (STT RAM). - Wei Xu 021; Hongbin Sun 001; Xiaobin Wang; Yiran Chen 001; Tong Zhang 002 (IEEE Trans. Very Large Scale Integr. Syst., 2011)

Fine-grained dynamic voltage scaling on OLED display. - Xiang Chen 010; Jian Zheng; Yiran Chen 001; Wei Zhang 012; Hai Li 001 (ASP-DAC, 2012)

Probabilistic design in spintronic memory and logic circuit. - Yiran Chen 001; Yaojun Zhang; Peiyuan Wang (ASP-DAC, 2012)

Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices. - Xiang Chen 010; Jian Zheng; Yiran Chen 001; Mengying Zhao; Chun Jason Xue (DAC, 2012)

Statistical memristor modeling and case study in neuromorphic computing. - Robinson E. Pino; Hai (Helen) Li; Yiran Chen 001; Miao Hu 002; Beiye Liu (DAC, 2012)

PS3-RAM: a fast portable and scalable statistical STT-RAM reliability analysis method. - Wujie Wen; Yaojun Zhang; Yiran Chen 001; Yu Wang 002; Yuan Xie 001 (DAC, 2012)

Spintronic memristor based temperature sensor design with CMOS current reference. - Xiuyuan Bi; Chao Zhang 007; Hai Li 001; Yiran Chen 001; Robinson E. Pino (DATE, 2012)

Asymmetry of MTJ switching and its implication to STT-RAM designs. - Yaojun Zhang; Xiaobin Wang; Yong Li 009; Alex K. Jones; Yiran Chen 001 (DATE, 2012)

Architecting a common-source-line array for bipolar non-volatile memory devices. - Bo Zhao 007; Jun Yang 002; Youtao Zhang; Yiran Chen 001; Hai Li 001 (DATE, 2012)

Mobile devices user - The subscriber and also the publisher of real-time OLED display power management plan. - Yiran Chen 001; Xiang Chen 010; Mengying Zhao; Chun Jason Xue (ICCAD, 2012)

Active compensation technique for the thin-film transistor variations and OLED aging of mobile device displays. - Xiang Chen 010; Beiye Liu; Yiran Chen 001; Mengying Zhao; Chun Jason Xue; Xiaojun Guo (ICCAD, 2012)

A thermal and process variation aware MTJ switching model and its applications in soft error analysis. - Peiyuan Wang; Wei Zhang 012; Rajiv V. Joshi; Rouwaida Kanj; Yiran Chen 001 (ICCAD, 2012)

Multi-level cell STT-RAM: Is it realistic or just a dream? - Yaojun Zhang; Lu Zhang; Wujie Wen; Guangyu Sun 003; Yiran Chen 001 (ICCAD, 2012)

The Circuit Realization of a Neuromorphic Computing System with Memristor-Based Synapse Design. - Beiye Liu; Yiran Chen 001; Bryant Wysocki; Tingwen Huang (ICONIP (1), 2012)

Memristor crossbar based hardware realization of BSB recall function. - Miao Hu 002; Hai Li 001; Qing Wu 002; Garrett S. Rose; Yiran Chen 001 (IJCNN, 2012)

A software approach for combating asymmetries of non-volatile memories. - Yong Li 009; Yiran Chen 001; Alex K. Jones (ISLPED, 2012)

Improving energy efficiency of write-asymmetric memories by log style write. - Guangyu Sun 003; Yaojun Zhang; Yu Wang 002; Yiran Chen 001 (ISLPED, 2012)

Utilizing PCM for Energy Optimization in Embedded Systems. - Zili Shao; Yongpan Liu; Yiran Chen 001; Tao Li 006 (ISVLSI, 2012)

Neuromorphic computing: A SoC scaling path for the next decades. - Yiran Chen 001; Qing Wu 002 (SoCC, 2012)

Combating Write Penalties Using Software Dispatch for On-Chip MRAM Integration. - Yong Li 009; Yaojun Zhang; Yiran Chen 001; Alex K. Jones (IEEE Embed. Syst. Lett., 2012)

Nonvolatile Memories as the Data Storage System for Implantable ECG Recorder. - Zhenyu Sun 001; Xiang Chen 010; Yaojun Zhang; Hai Li 001; Yiran Chen 001 (ACM J. Emerg. Technol. Comput. Syst., 2012)

A 130 nm 1.2 V/3.3 V 16 Kb Spin-Transfer Torque Random Access Memory With Nondestructive Self-Reference Sensing Scheme. - Yiran Chen 001; Hai Li 001; Xiaobin Wang; Wenzhong Zhu; Wei Xu 021; Tong Zhang 002 (IEEE J. Solid State Circuits, 2012)

Voltage Driven Nondestructive Self-Reference Sensing Scheme of Spin-Transfer Torque Memory. - Zhenyu Sun 001; Hai Li 001; Yiran Chen 001; Xiaobin Wang (IEEE Trans. Very Large Scale Integr. Syst., 2012)

Low-Power Design of Emerging Memory Technologies. - Yiran Chen 001; Hai Li 001; Yuan Xie 001; Dimin Niu (Handbook of Energy-Aware and Green Computing, 2012)

Mobile user classification and authorization based on gesture usage recognition. - Kent W. Nixon; Xiang Chen 010; Zhi-Hong Mao; Yiran Chen 001; Kang Li 004 (ASP-DAC, 2013)

Loadsa: A yield-driven top-down design method for STT-RAM array. - Wujie Wen; Yaojun Zhang; Lu Zhang; Yiran Chen 001 (ASP-DAC, 2013)

BSB training scheme implementation on memristor-based circuit. - Miao Hu 002; Hai Li 001; Yiran Chen 001; Qing Wu 002; Garrett S. Rose (CISDA, 2013)

Bio-inspired ultra lower-power neuromorphic computing engine for embedded systems. - Beiye Liu; Miao Hu 002; Hai Li 001; Yiran Chen 001; Chun Xue 001 (CODES+ISSS, 2013)

Online OLED dynamic voltage scaling for video streaming applications on mobile devices. - Mengying Zhao; Hao Zhang; Xiang Chen 010; Yiran Chen 001; Chun Jason Xue (CODES+ISSS, 2013)

Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine. - Beiye Liu; Miao Hu 002; Hai Li 001; Zhi-Hong Mao; Yiran Chen 001; Tingwen Huang; Wei Zhang 012 (DAC, 2013)

DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems. - Jie Guo 002; Wujie Wen; Yaojun Zhang; Sicheng Li 001; Hai Li 001; Yiran Chen 001 (DATE, 2013)

Low cost power failure protection for MLC NAND flash storage systems with PRAM/DRAM hybrid buffer. - Jie Guo 002; Jun Yang 002; Youtao Zhang; Yiran Chen 001 (DATE, 2013)

Cache coherence enabled adaptive refresh for volatile STT-RAM. - Jianhua Li 003; Liang Shi 001; Qing'an Li; Chun Jason Xue; Yiran Chen 001; Yinlong Xu (DATE, 2013)

Coordinating prefetching and STT-RAM based last-level cache management for multicore systems. - Mengjie Mao; Hai (Helen) Li; Alex K. Jones; Yiran Chen 001 (ACM Great Lakes Symposium on VLSI, 2013)

Considering fabrication in sustainable computing. - Alex K. Jones; Yiran Chen 001; William O. Collinge; Haifeng Xu; Laura A. Schaefer; Amy E. Landis; Melissa M. Bilec (ICCAD, 2013)

CD-ECC: content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors. - Wujie Wen; Mengjie Mao; Xiaochun Zhu; Seung-Hyuk Kang; Danghui Wang; Yiran Chen 001 (ICCAD, 2013)

ADAMS: asymmetric differential STT-RAM cell structure for reliable and high-performance applications. - Yaojun Zhang; Ismail Bayram; Yu Wang 002; Hai Li 001; Yiran Chen 001 (ICCAD, 2013)

MLC STT-RAM design considering probabilistic and asymmetric MTJ switching. - Yaojun Zhang; Lu Zhang; Yiran Chen 001 (ISCAS, 2013)

Memristor-based approximated computation. - Boxun Li; Yi Shan; Miao Hu 002; Yu Wang 002; Yiran Chen 001; Huazhong Yang (ISLPED, 2013)

How is energy consumed in smartphone display applications? - Xiang Chen 010; Yiran Chen 001; Zhan Ma; Felix C. A. Fernandes (HotMobile, 2013)

On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations. - Yiran Chen 001; Weng-Fai Wong; Hai Li 001; Cheng-Kok Koh; Yaojun Zhang; Wujie Wen (ACM J. Emerg. Technol. Comput. Syst., 2013)

Passivity analysis of memristor-based recurrent neural networks with time-varying delays. - Shiping Wen 001; Zhigang Zeng; Tingwen Huang; Yiran Chen 001 (J. Frankl. Inst., 2013)

Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays. - Shiping Wen 001; Gang Bao 002; Zhigang Zeng; Yiran Chen 001; Tingwen Huang (Neural Networks, 2013)

Reliability-aware energy minimization for real-time embedded systems with window-constraints. - Linwei Niu; Luis Medina 002; Yiran Chen 001 (SIGBED Rev., 2013)

Online OLED dynamic voltage scaling for video streaming applications on mobile devices. - Mengying Zhao; Yiran Chen 001; Xiang Chen 010; Chun Jason Xue (SIGBED Rev., 2013)

C1C: A configurable, compiler-guided STT-RAM L1 cache. - Yong Li 009; Yaojun Zhang; Hai Li 001; Yiran Chen 001; Alex K. Jones (ACM Trans. Archit. Code Optim., 2013)

Low-energy volatile STT-RAM cache design using cache-coherence-enabled adaptive refresh. - Jianhua Li 003; Liang Shi 001; Qing'an Li; Chun Jason Xue; Yiran Chen 001; Yinlong Xu; Wei Wang 237 (ACM Trans. Design Autom. Electr. Syst., 2013)

Common-source-line array: An area efficient memory architecture for bipolar nonvolatile devices. - Bo Zhao 007; Jun Yang 002; Youtao Zhang; Yiran Chen 001; Hai Li 001 (ACM Trans. Design Autom. Electr. Syst., 2013)

DPA: A data pattern aware error prevention technique for NAND flash lifetime extension. - Jie Guo 002; Zhijie Chen; Danghui Wang; Zili Shao; Yiran Chen 001 (ASP-DAC, 2014)

The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design. - Miao Hu 002; Yu Wang 002; Qinru Qiu; Yiran Chen 001; Hai Li 001 (ASP-DAC, 2014)

Training itself: Mixed-signal training acceleration for memristor-based neural network. - Boxun Li; Yuzhi Wang; Yu Wang 002; Yiran Chen 001; Huazhong Yang (ASP-DAC, 2014)

STD-TLB: A STT-RAM-based dynamically-configurable translation lookaside buffer for GPU architectures. - Xiaoxiao Liu 001; Yong Li 009; Yaojun Zhang; Alex K. Jones; Yiran Chen 001 (ASP-DAC, 2014)

Prefetching techniques for STT-RAM based last-level cache in CMP systems. - Mengjie Mao; Guangyu Sun 003; Yong Li 009; Alex K. Jones; Yiran Chen 001 (ASP-DAC, 2014)

3M-PCM: Exploiting multiple write modes MLC phase change main memory in embedded systems. - Chen Pan; Mimi Xie; Jingtong Hu; Yiran Chen 001; Chengmo Yang (CODES+ISSS, 2014)

Demystifying Energy Usage in Smartphones. - Xiang Chen 010; Yiran Chen 001; Mian Dong; Jianzhong (Charlie) Zhang (DAC, 2014)

A New Field-assisted Access Scheme of STT-RAM with Self-reference Capability. - Enes Eken; Yaojun Zhang; Wujie Wen; Rajiv V. Joshi; Hai Li 001; Yiran Chen 001 (DAC, 2014)

Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. - Mengjie Mao; Wujie Wen; Yaojun Zhang; Yiran Chen 001; Hai (Helen) Li (DAC, 2014)

eButton: A Wearable Computer for Health Monitoring and Personal Assistance. - Mingui Sun; Lora E. Burke; Zhi-Hong Mao; Yiran Chen 001; Hsin-Chen Chen; Yicheng Bai; Yuecheng Li; Chengliu Li; Wenyan Jia (DAC, 2014)

State-Restrict MLC STT-RAM Designs for High-Reliable High-Performance Memory System. - Wujie Wen; Yaojun Zhang; Mengjie Mao; Yiran Chen 001 (DAC, 2014)

Energy efficient neural networks for big data analytics. - Yu Wang 002; Boxun Li; Rong Luo; Yiran Chen 001; Ningyi Xu; Huazhong Yang (DATE, 2014)

ICE: Inline calibration for memristor crossbar-based computing engine. - Boxun Li; Yu Wang 002; Yiran Chen 001; Hai (Helen) Li; Huazhong Yang (DATE, 2014)

FingerShadow: An OLED Power Optimization Based on Smartphone Touch Interactions. - Xiang Chen 010; Kent W. Nixon; Hucheng Zhou; Yunxin Liu; Yiran Chen 001 (HotPower, 2014)

Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling. - Kent W. Nixon; Xiang Chen 010; Hucheng Zhou; Yunxin Liu; Yiran Chen 001 (HotPower, 2014)

A heterogeneous computing system with memristor-based neuromorphic accelerators. - Xiaoxiao Liu 001; Mengjie Mao; Hai Li 001; Yiran Chen 001; Hao Jiang 014; J. Joshua Yang; Qing Wu 002; Mark Barnell (HPEC, 2014)

Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems. - Beiye Liu; Hai Li 001; Yiran Chen 001; Xin Li 001; Tingwen Huang; Qing Wu 002; Mark Barnell (ICCAD, 2014)

Reduction of data prevention cost and improvement of reliability in MLC NAND flash storage system. - Danghui Wang; Jie Guo 002; Kai Bu; Yiran Chen 001 (ICNC, 2014)

STDP learning rule based on memristor with STDP property. - Ling Chen 010; Chuandong Li 001; Tingwen Huang; Xing He 001; Hai Li 001; Yiran Chen 001 (IJCNN, 2014)

An adjustable memristor model and its application in small-world neural networks. - Xiaofang Hu; Gang Feng 001; Hai Li 001; Yiran Chen 001; Shukai Duan 001 (IJCNN, 2014)

Bio-inspired computing with resistive memories - models, architectures and applications. - Qing Wu 002; Beiye Liu; Yiran Chen 001; Hai Li 001; Qiuwen Chen; Qinru Qiu (ISCAS, 2014)

Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper). - Hai Li 001; Xiaoxiao Liu 001; Mengjie Mao; Yiran Chen 001; Qing Wu 002; Mark Barnell (ISIC, 2014)

SBAC: a statistics based cache bypassing method for asymmetric-access caches. - Chao Zhang 007; Guangyu Sun 003; Peng Li 031; Tao Wang 004; Dimin Niu; Yiran Chen 001 (ISLPED, 2014)

Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller. - Xiaojuan Li; Shukai Duan 001; Lidan Wang 001; Tingwen Huang; Yiran Chen 001 (ISNN, 2014)

NV-TCAM: Alternative interests and practices in NVM designs. - Ismail Bayram; Yiran Chen 001 (NVMSA, 2014)

Memristor crossbar-based unsupervised image learning. - Ling Chen 010; Chuandong Li 001; Tingwen Huang; Yiran Chen 001; Xin Wang 028 (Neural Comput. Appl., 2014)

PS3-RAM: A Fast Portable and Scalable Statistical STT-RAM Reliability/Energy Analysis Method. - Wujie Wen; Yaojun Zhang; Yiran Chen 001; Yu Wang 002; Yuan Xie 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014)

Memristor Crossbar-Based Neuromorphic Computing System: A Case Study. - Miao Hu 002; Hai Li 001; Yiran Chen 001; Qing Wu 002; Garrett S. Rose; Richard W. Linderman (IEEE Trans. Neural Networks Learn. Syst., 2014)

User Classification and Authentication for Mobile Device Based on Gesture Recognition. - Kent W. Nixon; Yiran Chen 001; Zhi-Hong Mao; Kang Li 004 (Network Science and Cybersecurity, 2014)

Recent progresses of STT memory design and applications. - Bonan Yan; Yaojun Zhang; Enes Eken; Wujie Wen; Weisheng Zhao; Yiran Chen 001 (ASICON, 2015)

An efficient STT-RAM-based register file in GPU architectures. - Xiaoxiao Liu 001; Mengjie Mao; Xiuyuan Bi; Hai Li 001; Yiran Chen 001 (ASP-DAC, 2015)

Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units. - Mimi Xie; Chen Pan; Jingtong Hu; Chengmo Yang; Yiran Chen 001 (ASP-DAC, 2015)

Spiking-based matrix computation by leveraging memristor crossbar array. - Hai (Helen) Li; Chenchen Liu; Bonan Yan; Chaofei Yang; Linghao Song; Zheng Li; Yiran Chen 001; Weijie Zhu; Qing Wu 002; Hao Jiang 014 (CISDA, 2015)

DaTuM: dynamic tone mapping technique for OLED display power saving based on video classification. - Xiang Chen 010; Yiran Chen 001; Chun Jason Xue (DAC, 2015)

Area and performance co-optimization for domain wall memory in application-specific embedded systems. - Shouzhen Gu; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Yiran Chen 001; Jingtong Hu (DAC, 2015)

FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. - Jie Guo 002; Wujie Wen; Jingtong Hu; Danghui Wang; Hai Li 001; Yiran Chen 001 (DAC, 2015)

Vortex: variation-aware training for memristor X-bar. - Beiye Liu; Hai Li 001; Yiran Chen 001; Xin Li 001; Qing Wu 002; Tingwen Huang (DAC, 2015)

RENO: a high-efficient reconfigurable neuromorphic computing accelerator design. - Xiaoxiao Liu 001; Mengjie Mao; Beiye Liu; Hai Li 001; Yiran Chen 001; Boxun Li; Yu Wang 002; Hao Jiang 014; Mark Barnell; Qing Wu 002; Jianhua Joshua Yang (DAC, 2015)

Cloning your mind: security challenges in cognitive system designs and their solutions. - Beiye Liu; Chunpeng Wu; Hai Li 001; Yiran Chen 001; Qing Wu 002; Mark Barnell; Qinru Qiu (DAC, 2015)

A spiking neuromorphic design with resistive crossbar. - Chenchen Liu; Bonan Yan; Chaofei Yang; Linghao Song; Zheng Li; Beiye Liu; Yiran Chen 001; Hai Li 001; Qing Wu 002; Hao Jiang 014 (DAC, 2015)

VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications. - Mengjie Mao; Jingtong Hu; Yiran Chen 001; Hai Li 001 (DAC, 2015)

An EDA framework for large scale hybrid neuromorphic computing systems. - Wei Wen; Chi-Ruo Wu; Xiaofang Hu; Beiye Liu; Tsung-Yi Ho; Xin Li 001; Yiran Chen 001 (DAC, 2015)

Spiking neural network with RRAM: can we use it for real-world application? - Tianqi Tang 001; Lixue Xia; Boxun Li; Rong Luo; Yiran Chen 001; Yu Wang 002; Huazhong Yang (DATE, 2015)

Giant spin hall effect (GSHE) logic design for low power application. - Yaojun Zhang; Bonan Yan; Wenqing Wu; Hai Li 001; Yiran Chen 001 (DATE, 2015)

EDA Challenges for Memristor-Crossbar based Neuromorphic Computing. - Beiye Liu; Wei Wen; Yiran Chen 001; Xin Li 001; Chi-Ruo Wu; Tsung-Yi Ho (ACM Great Lakes Symposium on VLSI, 2015)

The applications of memristor devices in next-generation cortical processor designs. - Hai Li 001; Beiye Liu; Xiaoxiao Liu 001; Mengjie Mao; Yiran Chen 001; Qing Wu 002; Qinru Qiu (ISCAS, 2015)

A new self-reference sensing scheme for TLC MRAM. - Zheng Li; Bonan Yan; Lun Yang; Weisheng Zhao; Yiran Chen 001; Hai Li 001 (ISCAS, 2015)

Memristor Crossbar Array for Image Storing. - Ling Chen 010; Chuandong Li 001; Tingwen Huang; Shiping Wen 001; Yiran Chen 001 (ISNN, 2015)

Fork path: improving efficiency of ORAM by removing redundant memory accesses. - Xian Zhang 001; Guangyu Sun 003; Chao Zhang 007; Weiqi Zhang; Yun Liang 001; Tao Wang 004; Yiran Chen 001; Jia Di (MICRO, 2015)

Hardware acceleration for neuromorphic computing: An evolving view. - Beiye Liu; Xiaoxiao Liu 001; Chenchen Liu; Wei Wen; M. Meng; Hai Li 001; Yiran Chen 001 (NVMTS, 2015)

Circuit design and exponential stabilization of memristive neural networks. - Shiping Wen 001; Tingwen Huang; Zhigang Zeng; Yiran Chen 001; Peng Li 001 (Neural Networks, 2015)

Reconfigurable Neuromorphic Computing System with Memristor-Based Synapse Design. - Beiye Liu; Yiran Chen 001; Bryant Wysocki; Tingwen Huang (Neural Process. Lett., 2015)

Compiler-Assisted Refresh Minimization for Volatile STT-RAM Cache. - Qing'an Li; Yanxiang He; Jianhua Li 003; Liang Shi 001; Yiran Chen 001; Chun Jason Xue (IEEE Trans. Computers, 2015)

RRAM-Based Analog Approximate Computing. - Boxun Li; Peng Gu; Yi Shan; Yu Wang 002; Yiran Chen 001; Huazhong Yang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

Guest Editorial for Special Issue on Emerging Memory Technologies - Modeling, Design, and Applications for Multi-Scale Computing. - Yiran Chen 001; Kiyoung Choi; Weisheng Zhao (IEEE Trans. Multi Scale Comput. Syst., 2015)

Read Performance: The Newest Barrier in Scaled STT-RAM. - Yaojun Zhang; Yong Li 009; Zhenyu Sun 001; Hai Li 001; Yiran Chen 001; Alex K. Jones (IEEE Trans. Very Large Scale Integr. Syst., 2015)

Footfall - GPS polling scheduler for power saving on wearable devices. - Kent W. Nixon; Xiang Chen 010; Yiran Chen 001 (ASP-DAC, 2016)

SlowMo - enhancing mobile gesture-based authentication schemes via sampling rate optimization. - Kent W. Nixon; Xiang Chen 010; Zhi-Hong Mao; Yiran Chen 001 (ASP-DAC, 2016)

Thermal optimization for memristor-based hybrid neuromorphic computing systems. - Chi-Ruo Wu; Wei Wen; Tsung-Yi Ho; Yiran Chen 001 (ASP-DAC, 2016)

A novel PUF based on cell error rate distribution of STT-RAM. - Xian Zhang 001; Guangyu Sun 003; Yaojun Zhang; Yiran Chen 001; Hai Li 001; Wujie Wen; Jia Di (ASP-DAC, 2016)

A design to reduce write amplification in object-based NAND flash devices. - Jie Guo 002; Chuhan Min; Tao Cai; Yiran Chen 001 (CODES+ISSS, 2016)

AOS: adaptive overwrite scheme for energy-efficient MLC STT-RAM cache. - Xunchao Chen; Navid Khoshavi; Jian Zhou 004; Dan Huang 001; Ronald F. DeMara; Jun Wang 001; Wujie Wen; Yiran Chen 001 (DAC, 2016)

MORPh: mobile OLED-friendly recording and playback system for low power video streaming. - Xiang Chen 010; Jiachen Mao; Jiafei Gao; Kent W. Nixon; Yiran Chen 001 (DAC, 2016)

NVSim-VXs: an improved NVSim for variation aware STT-RAM simulation. - Enes Eken; Linghao Song; Ismail Bayram; Cong Xu 002; Wujie Wen; Yuan Xie 001; Yiran Chen 001 (DAC, 2016)

TEMP: thread batch enabled memory partitioning for GPU. - Mengjie Mao; Wujie Wen; Xiaoxiao Liu 001; Jingtong Hu; Danghui Wang; Yiran Chen 001; Hai Li 001 (DAC, 2016)

A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip. - Wei Wen; Chunpeng Wu; Yandan Wang; Kent W. Nixon; Qing Wu 002; Mark Barnell; Hai Li 001; Yiran Chen 001 (DAC, 2016)

Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache. - Xue Wang; Mengjie Mao; Enes Eken; Wujie Wen; Hai Li 001; Yiran Chen 001 (DATE, 2016)

A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. - Wujie Wen; Mengjie Mao; Hai Li 001; Yiran Chen 001; Yukui Pei; Ning Ge 001 (DATE, 2016)

Dictionary learning for sparse representation and classification of neural spikes. - Ahmed H. Dallal; Yiran Chen 001; Douglas J. Weber; Zhi-Hong Mao (EMBC, 2016)

ApesNet: A Pixel-wise Efficient Segmentation Network. - Chunpeng Wu; Hsin-Pai Cheng; Sicheng Li 001; Hai Helen Li; Yiran Chen 001 (ESTIMedia, 2016)

The Applications of NVM Technology in Hardware Security. - Chaofei Yang; Beiye Liu; Yandan Wang; Yiran Chen 001; Hai Li 001; Xian Zhang 001; Guangyu Sun 003 (ACM Great Lakes Symposium on VLSI, 2016)

Modeling STT-RAM fabrication cost and impacts in NVSim. - Ismail Bayram; Enes Eken; Donald Kline Jr.; Nikolas Parshook; Yiran Chen 001; Alex K. Jones (IGSC, 2016)

A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel. - Sicheng Li 001; Yandan Wang; Wujie Wen; Yu Wang 002; Yiran Chen 001; Hai Li 001 (ICCAD, 2016)

Scope - quality retaining display rendering workload scaling based on user-smartphone distance. - Kent W. Nixon; Xiang Chen 010; Yiran Chen 001 (ICCAD, 2016)

Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. - Chaofei Yang; Beiye Liu; Hai Li 001; Yiran Chen 001; Wujie Wen; Mark Barnell; Qing Wu 002; Jeyavijayan Rajendran (ICCAD, 2016)

Security challenges in smart surveillance systems and the solutions based on emerging nano-devices. - Chaofei Yang; Chunpeng Wu; Hai Li 001; Yiran Chen 001; Mark Barnell; Qing Wu 002 (ICCAD, 2016)

Design techniques of eNVM-enabled neuromorphic computing systems. - Chang Song 001; Beiye Liu; Chenchen Liu; Hai Li 001; Yiran Chen 001 (ICCD, 2016)

Neural processor design enabled by memristor technology. - Chenchen Liu; Yiran Chen 001; Hai Li 001 (ICRC, 2016)

Adaptive refreshing and read voltage control scheme for FeDRAM. - Ismail Bayram; Enes Eken; Xue Wang; Xiao Sun 013; T. P. Ma; Yiran Chen 001 (ISCAS, 2016)

Built-in selectors self-assembled into memristors. - Somnath Chakraborty 002; Saumil Joshi; Qiangfei Xia; Hai Li 001; Yiran Chen 001; Hao Jiang 014; Qing Wu 002; Mark Barnell; J. Joshua Yang (ISCAS, 2016)

Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. - Hao Jiang 014; Weijie Zhu; Fu Luo; Kangjun Bai; Chenchen Liu; Xiaorong Zhang; J. Joshua Yang; Qiangfei Xia; Yiran Chen 001; Qing Wu 002 (ISCAS, 2016)

Heterogeneous systems with reconfigurable neuromorphic computing accelerators. - Sicheng Li 001; Xiaoxiao Liu 001; Mengjie Mao; Hai (Helen) Li; Yiran Chen 001; Boxun Li; Yu Wang 002 (ISCAS, 2016)

Security of neuromorphic systems: Challenges and solutions. - Beiye Liu; Chaofei Yang; Hai Li 001; Yiran Chen 001; Qing Wu 002; Mark Barnell (ISCAS, 2016)

A neuromorphic ASIC design using one-selector-one-memristor crossbar. - Bonan Yan; Amr Mahmoud Mahmoud; Jianhua Joshua Yang; Qing Wu 002; Yiran Chen 001; Hai (Helen) Li (ISCAS, 2016)

Design and Implementation of a 4Kb STT-MRAM with Innovative 200nm Nano-ring Shaped MTJ. - Zheng Li; Xiuyuan Bi; Hai (Helen) Li; Yiran Chen 001; Jianying Qin; Peng Guo; Wenjie Kong; Wenshan Zhan; Xiufeng Han; Hong Zhang; Lingling Wang; Guanping Wu; et al. (ISLPED, 2016)

Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss. - Hsin-Pai Cheng; Wei Wen; Chang Song 001; Beiye Liu; Hai Li 001; Yiran Chen 001 (NANOARCH, 2016)

Learning Structured Sparsity in Deep Neural Networks. - Wei Wen; Chunpeng Wu; Yandan Wang; Yiran Chen 001; Hai Li 001 (NIPS, 2016)

Objnandsim: object-based NAND flash device simulator. - Jie Guo 002; Chuhan Min; Tao Cai; Hai Li 001; Yiran Chen 001 (NVMSA, 2016)

MORPh: mobile OLED power friendly camera system. - Xiang Chen 010; Jiachen Mao; Kent W. Nixon; Yiran Chen 001 (RSP, 2016)

Spin-Hall Assisted STT-RAM Design and Discussion. - Enes Eken; Ismail Bayram; Yaojun Zhang; Bonan Yan; Wenqing Wu; Hai (Helen) Li; Yiran Chen 001 (SLIP, 2016)

Practical power consumption analysis with current smartphones. - Xiang Chen 010; Kent W. Nixon; Yiran Chen 001 (SoCC, 2016)

Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size. - Jongsoo Park; Sheng R. Li; Wei Wen; Hai Li 001; Yiran Chen 001; Pradeep Dubey (CoRR, 2016)

Spintronic Memristor as Interface Between DNA and Solid State Devices. - Jianlei Yang 001; Zhenyu Sun 001; Xiaobin Wang; Yiran Chen 001; Hai Li 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2016)

ApesNet: a pixel-wise efficient segmentation network for embedded devices. - Chunpeng Wu; Hsin-Pai Cheng; Sicheng Li 001; Hai (Helen) Li; Yiran Chen 001 (IET Cyper-Phys. Syst.: Theory & Appl., 2016)

The bipolar and unipolar reversible behavior on the forgetting memristor model. - Ling Chen 010; Chuandong Li 001; Tingwen Huang; Xiaofang Hu; Yiran Chen 001 (Neurocomputing, 2016)

Statistical Cache Bypassing for Non-Volatile Memory. - Guangyu Sun 003; Chao Zhang 007; Peng Li 031; Tao Wang 004; Yiran Chen 001 (IEEE Trans. Computers, 2016)

A Time, Energy, and Area Efficient Domain Wall Memory-Based SPM for Embedded Systems. - Shouzhen Gu; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Yiran Chen 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Radiation-Induced Soft Error Analysis of STT-MRAM: A Device to Circuit Approach. - Jianlei Yang 001; Peiyuan Wang; Yaojun Zhang; Yuanqing Cheng; Weisheng Zhao; Yiran Chen 001; Hai (Helen) Li (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators. - Xiaoxiao Liu 001; Mengjie Mao; Beiye Liu; Boxun Li; Yu Wang 002; Hao Jiang 014; Mark Barnell; Qing Wu 002; Jianhua Joshua Yang; Hai Li 001; Yiran Chen 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer. - Chuhan Min; Jie Guo 002; Hai Li 001; Yiran Chen 001 (ASP-DAC, 2017)

Low-power neuromorphic speech recognition engine with coarse-grain sparsity. - Shunti Yin; Deepak Kadetotad; Bonan Yan; Chang Song 001; Yiran Chen 001; Chaitali Chakrabarti; Jae-sun Seo (ASP-DAC, 2017)

A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation. - Chunpeng Wu; Wei Wen; Tariq Afzal; Yongmei Zhang; Yiran Chen 001; Hai Li 001 (CVPR, 2017)

Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar. - Lerong Chen; Jiawen Li; Yiran Chen 001; Qiuping Deng; Jiyuan Shen; Xiaoyao Liang; Li Jiang 002 (DATE, 2017)

Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective. - Hsin-Pai Cheng; Wei Wen; Chunpeng Wu; Sicheng Li 001; Hai Helen Li; Yiran Chen 001 (DATE, 2017)

Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. - Amr M. Hassan; Chaofei Yang; Chenchen Liu; Hai Helen Li; Yiran Chen 001 (DATE, 2017)

MoDNN: Local distributed mobile computing system for Deep Neural Network. - Jiachen Mao; Xiang Chen 010; Kent W. Nixon; Christopher D. Krieger; Yiran Chen 001 (DATE, 2017)

An FPGA Design Framework for CNN Sparsification and Acceleration. - Sicheng Li 001; Wei Wen; Yu Wang 002; Song Han 003; Yiran Chen 001; Hai Li 001 (FCCM, 2017)

An ensemble approach to activity recognition based on binary sensor readings. - Wen-Hui Chen; Yiran Chen 001 (Healthcom, 2017)

PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning. - Linghao Song; Xuehai Qian; Hai Li 001; Yiran Chen 001 (HPCA, 2017)

AdaLearner: An adaptive distributed mobile learning system for neural networks. - Jiachen Mao; Zhuwei Qin; Zirui Xu; Kent W. Nixon; Xiang Chen 010; Hai Li 001; Yiran Chen 001 (ICCAD, 2017)

MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs. - Jiachen Mao; Zhongda Yang; Wei Wen; Chunpeng Wu; Linghao Song; Kent W. Nixon; Xiang Chen 010; Hai Li 001; Yiran Chen 001 (ICCAD, 2017)

VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. - Zhuwei Qin; Zirui Xu; Qide Dong; Yiran Chen 001; Xiang Chen 010 (ICCAD, 2017)

A closed-loop design to enhance weight stability of memristor based neural network chips. - Bonan Yan; Jianhua Joshua Yang; Qing Wu 002; Yiran Chen 001; Hai Li 001 (ICCAD, 2017)

Coordinating Filters for Faster Deep Neural Networks. - Wei Wen; Cong Xu 002; Chunpeng Wu; Yandan Wang; Yiran Chen 001; Hai Li 001 (ICCV, 2017)

Faster CNNs with Direct Sparse Convolutions and Guided Pruning. - Jongsoo Park; Sheng R. Li; Wei Wen; Ping Tak Peter Tang; Hai Li 001; Yiran Chen 001; Pradeep Dubey (ICLR (Poster), 2017)

Behaviors of multi-dimensional forgetting memristor models. - Ling Chen 010; Zhu Liu; Chuandong Li 001; Jiagui Wu; Jingmin Chen; Yiran Chen 001 (IECON, 2017)

Hardware implementation of echo state networks using memristor double crossbar arrays. - Amr M. Hassan; Hai Helen Li; Yiran Chen 001 (IJCNN, 2017)

A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting. - Chen Pan; Mimi Xie; Yongpan Liu; Yanzhi Wang; Chun Jason Xue; Yuangang Wang; Yiran Chen 001; Jingtong Hu (LCTES, 2017)

TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning. - Wei Wen; Cong Xu 002; Feng Yan 001; Chunpeng Wu; Yandan Wang; Yiran Chen 001; Hai Li 001 (NIPS, 2017)

A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system. - Chang Song 001; Beiye Liu; Wei Wen; Hai Li 001; Yiran Chen 001 (NVMSA, 2017)

MobiCore: An adaptive hybrid approach for power-efficient CPU management on Android devices. - Lucie Broyde; Kent W. Nixon; Xiang Chen 010; Hai Li 001; Yiran Chen 001 (SoCC, 2017)

Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing. - Hai (Helen) Li; Yiran Chen 001; Chenchen Liu; John Paul Strachan; Noraica Davila (IEEE Consumer Electron. Mag., 2017)

A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. - Chang Song 001; Hsin-Pai Cheng; Chunpeng Wu; Hai Li 001; Yiran Chen 001; Qing Wu 002 (CoRR, 2017)

Generative Poisoning Attack Method Against Neural Networks. - Chaofei Yang; Qing Wu 002; Hai Li 001; Yiran Chen 001 (CoRR, 2017)

Learning Intrinsic Sparse Structures within Long Short-term Memory. - Wei Wen; Yuxiong He; Samyam Rajbhandari; Wenhan Wang; Fang Liu; Bin Hu; Yiran Chen 001; Hai Li 001 (CoRR, 2017)

Guest Editors' Introduction: Critical and Enabling Techniques for Emerging Memories. - Yiran Chen 001; Tei-Wei Kuo; Barbara De Salvo (IEEE Des. Test, 2017)

Recent Technology Advances of Emerging Memories. - Yiran Chen 001; Hai Helen Li; Ismail Bayram; Enes Eken (IEEE Des. Test, 2017)

Forgetting memristor based neuromorphic system for pattern training and recognition. - Peijian Zhang; Chuandong Li 001; Tingwen Huang; Ling Chen 010; Yiran Chen 001 (Neurocomputing, 2017)

Giant Spin-Hall assisted STT-RAM and logic design. - Enes Eken; Ismail Bayram; Yaojun Zhang; Bonan Yan; Wenqing Wu; Hai (Helen) Li; Yiran Chen 001 (Integr., 2017)

A visually secure image encryption scheme based on compressive sensing. - Xiu-Li Chai; Zhihua Gan; Yiran Chen 001; Yushu Zhang 001 (Signal Process., 2017)

An image encryption algorithm based on the memristive hyperchaotic system, cellular automata and DNA sequence operations. - Xiu-Li Chai; Zhihua Gan; Kang Yang; Yiran Chen 001; Xianxing Liu (Signal Process. Image Commun., 2017)

Energy-Aware Adaptive Restore Schemes for MLC STT-RAM Cache. - Xunchao Chen; Navid Khoshavi; Ronald F. DeMara; Jun Wang 001; Dan Huang 001; Wujie Wen; Yiran Chen 001 (IEEE Trans. Computers, 2017)

An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory. - Mengjie Mao; Wujie Wen; Yaojun Zhang; Yiran Chen 001; Hai Li 001 (IEEE Trans. Computers, 2017)

FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. - Jie Guo 002; Wujie Wen; Jingtong Hu; Danghui Wang; Hai Helen Li; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks. - Miao Hu 002; Yiran Chen 001; J. Joshua Yang; Yu Wang 002; Hai Helen Li (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Persistent and Nonpersistent Error Optimization for STT-RAM Cell Design. - Yaojun Zhang; Bonan Yan; Xiaobin Wang; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Exploiting Multiple Write Modes of Nonvolatile Main Memory in Embedded Systems. - Chen Pan; Mimi Xie; Chengmo Yang; Yiran Chen 001; Jingtong Hu (ACM Trans. Embed. Comput. Syst., 2017)

Data-Pattern-Aware Error Prevention Technique to Improve System Reliability. - Jie Guo 002; Danghui Wang; Zili Shao; Yiran Chen 001 (IEEE Trans. Very Large Scale Integr. Syst., 2017)

Process variation aware data management for magnetic skyrmions racetrack memory. - Fan Chen 001; Zheng Li; Wang Kang 001; Weisheng Zhao; Hai Li 001; Yiran Chen 001 (ASP-DAC, 2018)

ReGAN: A pipelined ReRAM-based accelerator for generative adversarial networks. - Fan Chen 001; Linghao Song; Yiran Chen 001 (ASP-DAC, 2018)

Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization. - Enes Eken; Ismail Bayram; Hai Helen Li; Yiran Chen 001 (ASP-DAC, 2018)

Spintronics based stochastic computing for efficient Bayesian inference system. - Xiaotao Jia; Jianlei Yang 001; Zhaohao Wang; Yiran Chen 001; Hai Helen Li; Weisheng Zhao (ASP-DAC, 2018)

Running sparse and low-precision neural network: When algorithm meets hardware. - Bing Li 017; Wei Wen; Jiachen Mao; Sicheng Li 001; Yiran Chen 001; Hai Helen Li (ASP-DAC, 2018)

Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems. - Xiaoxiao Liu 001; Wei Wen; Xuehai Qian; Hai Li 001; Yiran Chen 001 (ASP-DAC, 2018)

Keynote. - Yiran Chen 001 (ReQuEST@ASPLOS, 2018)

PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research. - Grigori Fursin; Thierry Moreau; Hillery C. Hunter; Yiran Chen 001; Charles Qi; Tianqi Chen 001 (ReQuEST@ASPLOS, 2018)

Three years of low-power image recognition challenge: Introduction to special session. - Kent Gauen; Ryan Dailey; Yung-Hsiang Lu; Eunbyung Park; Wei Liu 015; Alexander C. Berg; Yiran Chen 001 (DATE, 2018)

ReCom: An efficient resistive accelerator for compressed deep neural networks. - Houxiang Ji; Linghao Song; Li Jiang 002; Hai Helen Li; Yiran Chen 001 (DATE, 2018)

ReRAM-based accelerator for deep learning. - Bing Li 017; Linghao Song; Fan Chen 001; Xuehai Qian; Yiran Chen 001; Hai Helen Li (DATE, 2018)

Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices. - Bonan Yan; Fan Chen 001; Yaojun Zhang; Chang Song 001; Hai Li 001; Yiran Chen 001 (DATE, 2018)

Real-Time Cardiac Arrhythmia Classification Using Memristor Neuromorphic Computing System. - Amr M. Hassan; Aya F. Khalaf; Khaled S. Sayed; Hai Helen Li; Yiran Chen 001 (EMBC, 2018)

A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform. - Wenzhi Fu; Jianlei Yang 001; Pengcheng Dai; Yiran Chen 001; Weisheng Zhao (FPT, 2018)

GraphR: Accelerating Graph Processing Using ReRAM. - Linghao Song; Youwei Zhuo; Xuehai Qian; Hai Helen Li; Yiran Chen 001 (HPCA, 2018)

RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases. - Peng Wang 025; Shuo Li 007; Guangyu Sun 003; Xiaoyang Wang 006; Yiran Chen 001; Hai Li 001; Jason Cong; Nong Xiao 001; Tao Zhang 032 (HPCA, 2018)

SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting. - Kent W. Nixon; Jiachen Mao; Juncheng Shen; Huanrui Yang; Hai (Helen) Li; Yiran Chen 001 (ICCAD, 2018)

RouteNet: routability prediction for mixed-size designs using convolutional neural network. - Zhiyao Xie; Yu-Hung Huang; Guan-Qi Fang; Haoxing Ren; Shao-Yun Fang; Yiran Chen 001; Nvidia Corporation (ICCAD, 2018)

Learning Intrinsic Sparse Structures within Long Short-Term Memory. - Wei Wen; Yuxiong He; Samyam Rajbhandari; Minjia Zhang; Wenhan Wang; Fang Liu; Bin Hu; Yiran Chen 001; Hai Li 001 (ICLR (Poster), 2018)

Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. - Hao Jiang 014; Kevin Yamada; Zizhe Ren; Thomas Kwok; Fu Luo; Qing Yang 011; Xiaorong Zhang; J. Joshua Yang; Qiangfei Xia; Yiran Chen 001; Hai Helen Li; Qing Wu 002; et al. (ISCAS, 2018)

Design and Data Management for Magnetic Racetrack Memory. - Bing Li 017; Fan Chen 001; Wang Kang 001; Weisheng Zhao; Yiran Chen 001; Hai Li 001 (ISCAS, 2018)

MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. - Chang Song 001; Hsin-Pai Cheng; Huanrui Yang; Sicheng Li 001; Chunpeng Wu; Qing Wu 002; Yiran Chen 001; Hai Li 001 (ISVLSI, 2018)

Generalized Inverse Optimization through Online Learning. - Chaosheng Dong; Yiran Chen 001; Bo Zeng (NeurIPS, 2018)

Special session on reliability and vulnerability of neuromorphic computing systems. - Shimeng Yu; Chenchen Liu; Wujie Wen; Yiran Chen 001 (VTS, 2018)

Low-Power Image Recognition Challenge. - Yung-Hsiang Lu; Alexander C. Berg; Yiran Chen 001 (AI Mag., 2018)

Challenges of memristor based neuromorphic computing system. - Bonan Yan; Yiran Chen 001; Hai Li 001 (Sci. China Inf. Sci., 2018)

SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning. - Wei Wen; Yandan Wang; Feng Yan 001; Cong Xu 002; Yiran Chen 001; Hai Li 001 (CoRR, 2018)

DPatch: Attacking Object Detectors with Adversarial Patches. - Xin Liu 075; Huanrui Yang; Linghao Song; Hai Li 001; Yiran Chen 001 (CoRR, 2018)

2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy. - Chuhan Min; Aosen Wang; Yiran Chen 001; Wenyao Xu; Xin Chen (CoRR, 2018)

2018 Low-Power Image Recognition Challenge. - Sergei Alyamkin; Matthew Ardi; Achille Brighton; Alexander C. Berg; Yiran Chen 001; Hsin-Pai Cheng; Bo Chen 019; Zichen Fan; Chen Feng; Bo Fu; Kent Gauen; Jongkook Go; et al. (CoRR, 2018)

Differentiable Fine-grained Quantization for Deep Neural Network Compression. - Hsin-Pai Cheng; Yuanjun Huang; Xuyang Guo; Yifei Huang 007; Feng Yan 001; Hai Li 001; Yiran Chen 001 (CoRR, 2018)

LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning. - Hsin-Pai Cheng; Patrick Yu; Haojing Hu; Feng Yan 001; Shiyu Li 001; Hai Li 001; Yiran Chen 001 (CoRR, 2018)

Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers. - Nathan Inkawhich; Matthew Inkawhich; Yiran Chen 001; Hai Li 001 (CoRR, 2018)

Trained Rank Pruning for Efficient Deep Neural Networks. - Yuhui Xu; Yuxi Li 009; Shuai Zhang 009; Wei Wen; Botao Wang; Yingyong Qi; Yiran Chen 001; Weiyao Lin; Hongkai Xiong (CoRR, 2018)

Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack. - Jingyang Zhang; Hsin-Pai Cheng; Chunpeng Wu; Hai Li 001; Yiran Chen 001 (CoRR, 2018)

Survey of Low-Power Electric Vehicles: A Design Automation Perspective. - Naehyuck Chang; Mohammad Abdullah Al Faruque; Zili Shao; Chun Jason Xue; Yiran Chen 001; Donkyu Baek (IEEE Des. Test, 2018)

A Forgetting Memristive Spiking Neural Network for Pavlov Experiment. - Ling Chen 010; Chuandong Li 001; Yiran Chen 001 (Int. J. Bifurc. Chaos, 2018)

NV-TCAM: Alternative designs with NVM devices. - Ismail Bayram; Yiran Chen 001 (Integr., 2018)

Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. - Yiran Chen 001; Hai (Helen) Li; Chunpeng Wu; Chang Song 001; Sicheng Li 001; Chuhan Min; Hsin-Pai Cheng; Wei Wen; Xiaoxiao Liu 001 (Integr., 2018)

Shift-Optimized Energy-Efficient Racetrack-Based Main Memory. - Danghui Wang; Lang Ma; Meng Zhang; Jianfeng An; Hai Helen Li; Yiran Chen 001 (J. Circuits Syst. Comput., 2018)

An image encryption algorithm based on chaotic system and compressive sensing. - Xiu-Li Chai; Xiaoyu Zheng; Zhihua Gan; Daojun Han; Yiran Chen 001 (Signal Process., 2018)

TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations. - Zihao Liu; Mengjie Mao; Tao Liu 023; Xue Wang; Wujie Wen; Yiran Chen 001; Hai Li 001; Danghui Wang; Yukui Pei; Ning Ge 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Improving Write Performance and Extending Endurance of Object-Based NAND Flash Devices. - Jie Guo 002; Chuhan Min; Tao Cai; Yiran Chen 001 (ACM Trans. Embed. Comput. Syst., 2018)

Designing Neuromorphic Computing Systems with Memristor Devices. - Amr Mahmoud Hassan; Chenchen Liu; Chaofei Yang; Hai (Helen) Li; Yiran Chen 001 (Handbook of Memristor Networks, 2019)

DPATCH: An Adversarial Patch Attack on Object Detectors. - Xin Liu 075; Huanrui Yang; Ziwei Liu 002; Linghao Song; Yiran Chen 001; Hai Li 001 (SafeAI@AAAI, 2019)

Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions. - Huanrui Yang; Jingchi Zhang; Hsin-Pai Cheng; Wenhan Wang; Yiran Chen 001; Hai Li 001 (SafeAI@AAAI, 2019)

Special Session: 2018 Low-Power Image Recognition Challenge and Beyond. - Matthew Ardi; Alexander C. Berg; Bo Chen 019; Yen-Kuang Chen; Yiran Chen 001; Donghyun Kang; Junhyeok Lee 002; Seungjae Lee 001; Yang Lu 013; Yung-Hsiang Lu; Fei Sun (AICAS, 2019)

Exploration of Automatic Mixed-Precision Search for Deep Neural Networks. - Xuyang Guo; Yuanjun Huang; Hsin-Pai Cheng; Bing Li 017; Wei Wen; Siyuan Ma; Hai Helen Li; Yiran Chen 001 (AICAS, 2019)

AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems. - Hsin-Pai Cheng; Juncheng Shen; Huanrui Yang; Qing Wu 002; Hai Li 001; Yiran Chen 001 (ASP-DAC, 2019)

NeuralHMC: an efficient HMC-based accelerator for deep neural networks. - Chuhan Min; Jiachen Mao; Hai Li 001; Yiran Chen 001 (ASP-DAC, 2019)

Towards Decentralized Deep Learning with Differential Privacy. - Hsin-Pai Cheng; Patrick Yu; Haojing Hu; Syed Zawad; Feng Yan 001; Shiyu Li 001; Hai Helen Li; Yiran Chen 001 (CLOUD, 2019)

Feature Space Perturbations Yield More Transferable Adversarial Examples. - Nathan Inkawhich; Wei Wen; Hai (Helen) Li; Yiran Chen 001 (CVPR, 2019)

Machine Learning-Based Pre-Routing Timing Prediction with Reduced Pessimism. - Erick Carvajal Barboza; Nishchal Shukla; Yiran Chen 001; Jiang Hu (DAC, 2019)

ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM. - Fan Chen 001; Linghao Song; Hai Helen Li; Yiran Chen 001 (DAC, 2019)

eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform. - Runze Liu 001; Jianlei Yang 001; Yiran Chen 001; Weisheng Zhao (DAC, 2019)

MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. - Jiachen Mao; Qing Yang 011; Ang Li 005; Hai Helen Li; Yiran Chen 001 (DAC, 2019)

Adaptive Granularity Encoding for Energy-efficient Non-Volatile Main Memory. - Jie Xu 013; Dan Feng 001; Yu Hua 001; Wei Tong 001; Jingning Liu; Chunyan Li; Gaoxiang Xu; Yiran Chen 001 (DAC, 2019)

RED: A ReRAM-based Deconvolution Accelerator. - Zichen Fan; Ziru Li; Bing Li 017; Yiran Chen 001; Hai Helen Li (DATE, 2019)

Routability-Driven Macro Placement with Embedded CNN-Based Prediction Model. - Yu-Hung Huang; Zhiyao Xie; Guan-Qi Fang; Tao-Chun Yu; Haoxing Ren; Shao-Yun Fang; Yiran Chen 001; Jiang Hu (DATE, 2019)

An efficient edge-assisted mobile system for video photorealistic style transfer: poster abstract. - Ang Li 005; Chunpeng Wu; Yiran Chen 001; Bin Ni (SEC, 2019)

An efficient mobile-edge collaborative system for video photorealistic style transfer. - Ang Li 005; Chunpeng Wu; Yiran Chen 001; Bin Ni (SEC, 2019)

Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting. - Yazhu Lan; Qingli Guo; Guohe Zhang; Yuanchao Xu 002; Kent W. Nixon; Hai Helen Li; Yiran Chen 001 (FPGA, 2019)

HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array. - Linghao Song; Jiachen Mao; Youwei Zhuo; Xuehai Qian; Hai Li 001; Yiran Chen 001 (HPCA, 2019)

Learning Efficient Sparse Structures in Speech Recognition. - Jingchi Zhang; Wei Wen; Michael Deisher; Hsin-Pai Cheng; Hai Helen Li; Yiran Chen 001 (ICASSP, 2019)

How to Obtain and Run Light and Efficient Deep Learning Networks. - Fan Chen 001; Wei Wen; Linghao Song; Jingchi Zhang; Hai Helen Li; Yiran Chen 001 (ICCAD, 2019)

MSNet: Structural Wired Neural Architecture Search for Internet of Things. - Hsin-Pai Cheng; Tunhou Zhang; Yukun Yang 001; Feng Yan 001; Harris Teague; Yiran Chen 001; Hai Li 001 (ICCV Workshops, 2019)

Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse. - Qilin Zheng; Jian Kang; Zongwei Wang 001; Yimao Cai; Ru Huang 001; Bing Li 017; Yiran Chen 001; Hai Helen Li (ISCAS, 2019)

Hardware Fault Tolerance for Binary RRAM Crossbars. - Arjun Chaudhuri; Bonan Yan; Yiran Chen 001; Krishnendu Chakrabarty (ITC, 2019)

Trained Rank Pruning for Efficient Deep Neural Networks. - Yuhui Xu; Yuxi Li 009; Shuai Zhang 009; Wei Wen; Botao Wang; Wenrui Dai; Yingyong Qi; Yiran Chen 001; Weiyao Lin; Hongkai Xiong (EMC2@NeurIPS, 2019)

Efficiently Learning a Robust Self-Driving Model with Neuron Coverage Aware Adaptive Filter Reuse. - Chunpeng Wu; Ang Li 005; Bing Li; Yiran Chen 001 (SiPS, 2019)

Markov Chain Based Efficient Defense Against Adversarial Examples in Computer Vision. - Yue Zhou; Xiaofang Hu; Lidan Wang 001; Shukai Duan 001; Yiran Chen 001 (IEEE Access, 2019)

Resistive Memory-Based In-Memory Computing: From Device and Large-Scale Integration System Perspectives. - Bonan Yan; Bing Li 017; Ximing Qiao; Cheng-Xin Xue; Meng-Fan Chang; Yiran Chen 001; Hai Helen Li (Adv. Intell. Syst., 2019)

ReBNN: in-situ acceleration of binarized neural networks in ReRAM using complementary resistive cell. - Linghao Song; You Wu 006; Xuehai Qian; Hai Li 001; Yiran Chen 001 (CCF Trans. High Perform. Comput., 2019)

Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution. - Chen Feng; Tao Sheng; Zhiyu Liang; Shaojie Zhuo; Xiaopeng Zhang 003; Liang Shen 007; Matthew Ardi; Alexander C. Berg; Yiran Chen 001; Bo Chen 019; Kent Gauen; Yung-Hsiang Lu (CoRR, 2019)

Low-Power Computer Vision: Status, Challenges, Opportunities. - Sergei Alyamkin; Matthew Ardi; Alexander C. Berg; Achille Brighton; Bo Chen 019; Yiran Chen 001; Hsin-Pai Cheng; Zichen Fan; Chen Feng; Bo Fu; Kent Gauen; Abhinav Goel; et al. (CoRR, 2019)

SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures. - Hsin-Pai Cheng; Tunhou Zhang; Yukun Yang 001; Feng Yan 001; Shiyu Li 001; Harris Teague; Hai Helen Li; Yiran Chen 001 (CoRR, 2019)

Accelerating CNN Training by Sparsifying Activation Gradients. - Xucheng Ye; Jianlei Yang 001; Pengcheng Dai; Yiran Chen 001; Weisheng Zhao (CoRR, 2019)

DeepObfuscator: Adversarial Training Framework for Privacy-Preserving Image Classification. - Ang Li 005; Jiayi Guo; Huanrui Yang; Yiran Chen 001 (CoRR, 2019)

Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving. - Juncheng Shen; Juzheng Liu; Yiran Chen 001; Hai Li 001 (CoRR, 2019)

Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training. - Chunpeng Wu; Wei Wen; Yiran Chen 001; Hai Li 001 (CoRR, 2019)

Structural sparsification for Far-field Speaker Recognition with GNA. - Jingchi Zhang; Jonathan Huang; Michael Deisher; Hai Li 001; Yiran Chen 001 (CoRR, 2019)

Low-Power Computer Vision: Status, Challenges, and Opportunities. - Sergei Alyamkin; Matthew Ardi; Alexander C. Berg; Achille Brighton; Bo Chen 019; Yiran Chen 001; Hsin-Pai Cheng; Zichen Fan; Chen Feng; Bo Fu; Kent Gauen; Abhinav Goel; et al. (IEEE J. Emerg. Sel. Topics Circuits Syst., 2019)

Neuromorphic Computing Systems: From CMOS To Emerging Nonvolatile Memory. - Chaofei Yang; Ximing Qiao; Yiran Chen 001 (IPSJ Trans. Syst. LSI Des. Methodol., 2019)

Thread Batching for High-performance Energy-efficient GPU Memory Design. - Bing Li 017; Mengjie Mao; Xiaoxiao Liu 001; Tao Liu 023; Zihao Liu; Wujie Wen; Yiran Chen 001; Hai (Helen) Li (ACM J. Emerg. Technol. Comput. Syst., 2019)

Reshaping Future Computing Systems With Emerging Nonvolatile Memory Technologies. - Yiran Chen 001 (IEEE Micro, 2019)

A novel image encryption scheme based on DNA sequence operations and chaotic systems. - Xiu-Li Chai; Zhihua Gan; Ke Yuan; Yiran Chen 001; Xianxing Liu (Neural Comput. Appl., 2019)

A chaotic image encryption algorithm based on 3-D bit-plane permutation. - Zhihua Gan; Xiu-Li Chai; Daojun Han; Yiran Chen 001 (Neural Comput. Appl., 2019)

A color image cryptosystem based on dynamic DNA encryption and chaos. - Xiu-Li Chai; Xianglong Fu; Zhihua Gan; Yang Lu 013; Yiran Chen 001 (Signal Process., 2019)

RC-NVM: Dual-Addressing Non-Volatile Memory Architecture Supporting Both Row and Column Memory Accesses. - Shuo Li 007; Nong Xiao 001; Peng Wang 025; Guangyu Sun 003; Xiaoyang Wang 006; Yiran Chen 001; Hai Helen Li; Jason Cong; Tao Zhang 032 (IEEE Trans. Computers, 2019)

Exploiting Spin-Orbit Torque Devices As Reconfigurable Logic for Circuit Obfuscation. - Jianlei Yang 001; Xueyan Wang; Qiang Zhou 001; Zhaohao Wang; Hai Li 001; Yiran Chen 001; Weisheng Zhao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. - Tunhou Zhang; Hsin-Pai Cheng; Zhenwen Li; Feng Yan 001; Chengyu Huang 001; Hai Helen Li; Yiran Chen 001 (AAAI, 2020)

PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM. - Fan Chen 001; Linghao Song; Hai Helen Li; Yiran Chen 001 (ASP-DAC, 2020)

Parallelism in Deep Learning Accelerators. - Linghao Song; Fan Chen 001; Yiran Chen 001; Hai Helen Li (ASP-DAC, 2020)

FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning. - Zhiyao Xie; Guan-Qi Fang; Yu-Hung Huang; Haoxing Ren; Yanqing Zhang 002; Brucek Khailany; Shao-Yun Fang; Jiang Hu; Yiran Chen 001; Erick Carvajal Barboza (ASP-DAC, 2020)

PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network. - Zhiyao Xie; Haoxing Ren; Brucek Khailany; Ye Sheng; Santosh Santosh; Jiang Hu; Yiran Chen 001 (ASP-DAC, 2020)

Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation. - Chaofei Yang; Hai Li 001; Yiran Chen 001; Jiang Hu (ASP-DAC, 2020)

Snooping Attacks on Deep Reinforcement Learning. - Matthew Inkawhich; Yiran Chen 001; Hai Helen Li (AAMAS, 2020)

Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. - Huanrui Yang; Minxue Tang; Wei Wen; Feng Yan 001; Daniel Hu; Ang Li 005; Hai Li 001; Yiran Chen 001 (CVPR Workshops, 2020)

SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. - Pengcheng Dai; Jianlei Yang 001; Xucheng Ye; Xingzhou Cheng; Junyu Luo 002; Linghao Song; Yiran Chen 001; Weisheng Zhao (DAC, 2020)

Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. - Qilin Zheng; Zongwei Wang 001; Zishun Feng; Bonan Yan; Yimao Cai; Ru Huang 001; Yiran Chen 001; Chia-Lin Yang; Hai Helen Li (DAC, 2020)

ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM. - Yitu Wang; Fan Chen 001; Linghao Song; Chuanjin Richard Shi; Hai Helen Li; Yiran Chen 001 (DATE, 2020)

Neural Predictor for Neural Architecture Search. - Wei Wen; Hanxiao Liu; Yiran Chen 001; Hai Helen Li; Gabriel Bender; Pieter-Jan Kindermans (ECCV (29), 2020)

Accelerating CNN Training by Pruning Activation Gradients. - Xucheng Ye; Pengcheng Dai; Junyu Luo 002; Xin Guo 008; Yingjie Qi; Jianlei Yang 001; Yiran Chen 001 (ECCV (25), 2020)

AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators. - Linghao Song; Fan Chen 001; Youwei Zhuo; Xuehai Qian; Hai Li 001; Yiran Chen 001 (HPCA, 2020)

Structural Sparsification for Far-Field Speaker Recognition with Intel® Gna. - Jingchi Zhang; Jonathan Huang; Michael Deisher; Hai Helen Li; Yiran Chen 001 (ICASSP, 2020)

HitM: High-Throughput ReRAM-based PIM for Multi-Modal Neural Networks. - Bing Li 017; Ying Wang 001; Yiran Chen 001 (ICCAD, 2020)

Routing-Free Crosstalk Prediction. - Rongjian Liang; Zhiyao Xie; Jinwook Jung; Vishnavi Chauha; Yiran Chen 001; Jiang Hu; Hua Xiang 001; Gi-Joon Nam (ICCAD, 2020)

Fast IR Drop Estimation with Machine Learning : Invited Paper. - Zhiyao Xie; Hai Li 001; Xiaoqing Xu; Jiang Hu; Yiran Chen 001 (ICCAD, 2020)

ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration. - Xiaoxuan Yang 001; Bonan Yan; Hai Li 001; Yiran Chen 001 (ICCAD, 2020)

MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block. - Qilin Zheng; Xingchen Li; Zongwei Wang 001; Guangyu Sun 003; Yimao Cai; Ru Huang 001; Yiran Chen 001; Hai Li 001 (ICCAD, 2020)

Transferable Perturbations of Deep Feature Distributions. - Nathan Inkawhich; Kevin J. Liang; Lawrence Carin; Yiran Chen 001 (ICLR, 2020)

PENNI: Pruned Kernel Sharing for Efficient CNN Inference. - Shiyu Li 001; Edward Hanson; Hai Li 001; Yiran Chen 001 (ICML, 2020)

TRP: Trained Rank Pruning for Efficient Deep Neural Networks. - Yuhui Xu; Yuxi Li 009; Shuai Zhang 009; Wei Wen; Botao Wang; Yingyong Qi; Yiran Chen 001; Weiyao Lin; Hongkai Xiong (IJCAI, 2020)

GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures. - Nagadastagiri Challapalle; Sahithi Rampalli; Linghao Song; Nandhini Chandramoorthy; Karthik Swaminathan; John Sampson; Yiran Chen 001; Vijaykrishnan Narayanan (ISCA, 2020)

TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations. - Ang Li 005; Yixiao Duan; Huanrui Yang; Yiran Chen 001; Jianlei Yang 001 (KDD, 2020)

AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. - Wei Wen; Feng Yan 001; Yiran Chen 001; Hai Li 001 (KDD, 2020)

MVStylizer: an efficient edge-assisted video photorealistic style transfer system for mobile phones. - Ang Li 005; Chunpeng Wu; Yiran Chen 001; Bin Ni (MobiHoc, 2020)

Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability. - Nathan Inkawhich; Kevin J. Liang; Binghui Wang; Matthew Inkawhich; Lawrence Carin; Yiran Chen 001 (NeurIPS, 2020)

Editorial for the special issue on disruptive computing technologies. - Yiran Chen 001; Deliang Fan; Yanzhi Wang; Shigeru Yamashita (CCF Trans. High Perform. Comput., 2020)

TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework with Anonymized Intermediate Representations. - Ang Li 005; Yixiao Duan; Huanrui Yang; Yiran Chen 001; Jianlei Yang 001 (CoRR, 2020)

NASGEM: Neural Architecture Search via Graph Embedding Method. - Hsin-Pai Cheng; Tunhou Zhang; Shiyu Li 001; Feng Yan 001; Meng Li 004; Vikas Chandra; Hai Helen Li; Yiran Chen 001 (CoRR, 2020)

LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets. - Ang Li 005; Jingwei Sun 002; Binghui Wang; Lin Duan; Sicheng Li 001; Yiran Chen 001; Hai Li 001 (CoRR, 2020)

Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. - Houxiang Fan; Binghui Wang; Pan Zhou 001; Ang Li 005; Meng Pang; Zichuan Xu; Cai Fu; Hai Li 001; Yiran Chen 001 (CoRR, 2020)

Evasion Attacks to Graph Neural Networks via Influence Function. - Binghui Wang; Tianxiang Zhou; Minhua Lin; Pan Zhou 001; Ang Li 005; Meng Pang; Cai Fu; Hai Li 001; Yiran Chen 001 (CoRR, 2020)

Low-Cost Floating-Point Processing in ReRAM for Scientific Computing. - Linghao Song; Fan Chen 001; Xuehai Qian; Hai Li 001; Yiran Chen 001 (CoRR, 2020)

Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination. - Fuxun Yu; Zirui Xu; Tong Shen; Dimitrios Stamoulis; Longfei Shangguan; Di Wang 003; Rishi Madhok; Chunshui Zhao; Xin Li 001; Nikolaos Karianakis; Dimitrios Lymberopoulos; Ang Li 005; et al. (CoRR, 2020)

Fast IR Drop Estimation with Machine Learning. - Zhiyao Xie; Hai Li 001; Xiaoqing Xu; Jiang Hu; Yiran Chen 001 (CoRR, 2020)

ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition. - Hsin-Pai Cheng; Feng Liang 001; Meng Li 004; Bowen Cheng; Feng Yan 001; Hai Li 001; Vikas Chandra; Yiran Chen 001 (CoRR, 2020)

GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. - Binghui Wang; Ang Li 005; Hai Li 001; Yiran Chen 001 (CoRR, 2020)

Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective. - Jingwei Sun 002; Ang Li 005; Binghui Wang; Huanrui Yang; Hai Li 001; Yiran Chen 001 (CoRR, 2020)

Revisiting Memristor Properties. - Ling Chen 010; Zhilong He; Chuandong Li 001; Shiping Wen 001; Yiran Chen 001 (Int. J. Bifurc. Chaos, 2020)

INOR - An Intelligent noise reduction method to defend against adversarial audio examples. - Qingli Guo; Jing Ye 001; Yiran Chen 001; Yu Hu 001; Yazhu Lan; Guohe Zhang; Xiaowei Li 001 (Neurocomputing, 2020)

Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm. - Bo Sun 002; Shiping Wen 001; Shengbo Wang; Tingwen Huang; Yiran Chen 001; Peng Li 001 (Neurocomputing, 2020)

A low-cost and high-speed hardware implementation of spiking neural network. - Guohe Zhang; Bing Li 022; Jianxing Wu; Ran Wang 007; Yazhu Lan; Li Sun; Shaochong Lei; Hai Li 001; Yiran Chen 001 (Neurocomputing, 2020)

Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks. - Shengbo Wang; Yuting Cao; Tingwen Huang; Yiran Chen 001; Shiping Wen 001 (Inf. Sci., 2020)

An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automata. - Xiuli Chai; Xianglong Fu; Zhihua Gan; Yushu Zhang 001; Yang Lu 013; Yiran Chen 001 (Neural Comput. Appl., 2020)

Exploiting plaintext-related mechanism for secure color image encryption. - Xiuli Chai; Xiaoyu Zheng; Zhihua Gan; Yiran Chen 001 (Neural Comput. Appl., 2020)

An effective image compression-encryption scheme based on compressive sensing (CS) and game of life (GOL). - Zhihua Gan; Xiuli Chai; Jitong Zhang; Yushu Zhang 001; Yiran Chen 001 (Neural Comput. Appl., 2020)

Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application. - Xudong Xie; Shiping Wen 001; Zheng Yan 001; Tingwen Huang; Yiran Chen 001 (Neural Comput. Appl., 2020)

Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm. - Shiqin Wang; Yuting Cao; Tingwen Huang; Yiran Chen 001; Peng Li 001; Shiping Wen 001 (Neural Networks, 2020)

Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates. - Zheng Yan 001; Jiadong Chen; Rui Hu; Tingwen Huang; Yiran Chen 001; Shiping Wen 001 (Neural Networks, 2020)

Color image compression and encryption scheme based on compressive sensing and double random encryption strategy. - Xiuli Chai; Jianqiang Bi; Zhihua Gan; Xianxing Liu; Yushu Zhang 001; Yiran Chen 001 (Signal Process., 2020)

Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy. - Xiuli Chai; Haiyang Wu; Zhihua Gan; Yushu Zhang 001; Yiran Chen 001 (Signal Process., 2020)

A Low-Overhead Encoding Scheme to Extend the Lifetime of Nonvolatile Memories. - Dan Feng 001; Jie Xu 013; Yu Hua 001; Wei Tong 001; Jingning Liu; Chunyan Li; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

SPINBIS: Spintronics-Based Bayesian Inference System With Stochastic Computing. - Xiaotao Jia; Jianlei Yang 001; Pengcheng Dai; Runze Liu 001; Yiran Chen 001; Weisheng Zhao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks. - Yazhu Lan; Kent W. Nixon; Qingli Guo; Guohe Zhang; Yuanchao Xu 002; Hai Li 001; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System. - Chaofei Yang; Beiye Liu; Hai Li 001; Yiran Chen 001; Mark Barnell; Qing Wu 002; Wujie Wen; Jeyavijayan Rajendran (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Fork Path: Batching ORAM Requests to Remove Redundant Memory Accesses. - Jingchen Zhu; Guangyu Sun 003; Xian Zhang 001; Chao Zhang 007; Weiqi Zhang; Yun Liang 001; Tao Wang 004; Yiran Chen 001; Jia Di (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Introduction to the Special Issue on User-Centric Security and Safety for CPS. - Neetesh Saxena; Alvaro A. Cárdenas; Raheem Beyah; Rongxing Lu; Kim-Kwang Raymond Choo; Yiran Chen 001 (ACM Trans. Cyber Phys. Syst., 2020)

Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms. - Shiqin Wang; Yuting Cao; Shiping Wen 001; Zhenyuan Guo; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Memristor-Based Design of Sparse Compact Convolutional Neural Network. - Shiping Wen 001; Huaqiang Wei; Zheng Yan 001; Zhenyuan Guo; Yin Yang 001; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Task-Agnostic Privacy-Preserving Representation Learning via Federated Learning. - Ang Li 005; Huanrui Yang; Yiran Chen 001 (Federated Learning, 2020)

NASGEM: Neural Architecture Search via Graph Embedding Method. - Hsin-Pai Cheng; Tunhou Zhang; Yixing Zhang; Shiyu Li 001; Feng Liang 001; Feng Yan 001; Meng Li 004; Vikas Chandra; Hai Li 001; Yiran Chen 001 (AAAI, 2021)

Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. - Zhiyao Xie; Rongjian Liang; Xiaoqing Xu; Jiang Hu; Yixiao Duan; Yiran Chen 001 (ASP-DAC, 2021)

AI-Powered IoT System at the Edge. - Yiran Chen 001; Ang Li 005; Huanrui Yang; Tunhou Zhang; Yuewei Yang; Hai Li 001; Suman Banerjee 001; Miroslav Pajic (CogMI, 2021)

Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective. - Jingwei Sun 002; Ang Li 005; Binghui Wang; Huanrui Yang; Hai Li 001; Yiran Chen 001 (CVPR, 2021)

RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification. - Fan Chen 001; Linghao Song; Hai Helen Li; Yiran Chen 001 (DATE, 2021)

Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D. - Fan Chen 001; Linghao Song; Hai Li 001; Yiran Chen 001 (DATE, 2021)

Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. - Zhihui Gao; Ang Li 005; Yunfan Gao; Yu Wang 002; Yiran Chen 001 (EWSN, 2021)

Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. - Houxiang Fan; Binghui Wang; Pan Zhou 001; Ang Li 005; Zichuan Xu; Cai Fu; Hai Li 001; Yiran Chen 001 (HPCC/DSS/SmartCity/DependSys, 2021)

Automatic Routability Predictor Development Using Neural Architecture Search. - Chen-Chia Chang; Jingyu Pan; Tunhou Zhang; Zhiyao Xie; Jiang Hu; Weiyi Qi; Chung-Wei Lin; Rongjian Liang; Joydeep Mitra; Elias Fallon; Yiran Chen 001 (ICCAD, 2021)

FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System. - Zhihui Gao; Ang Li 005; Yunfan Gao; Bing Li; Yu Wang 002; Yiran Chen 001 (ICCAD, 2021)

Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation. - Yitu Wang; Zhenhua Zhu; Fan Chen 001; Mingyuan Ma; Guohao Dai; Yu Wang 002; Hai Li 001; Yiran Chen 001 (ICCAD, 2021)

MORE2: Morphable Encryption and Encoding for Secure NVM. - Wei Zhao 034; Dan Feng 001; Yu Hua 001; Wei Tong 001; Jingning Liu; Jie Xu 013; Chunyan Li; Gaoxiang Xu; Yiran Chen 001 (ICCAD, 2021)

Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap? - Nathan Inkawhich; Kevin J. Liang; Jingyang Zhang; Huanrui Yang; Hai Li 001; Yiran Chen 001 (ICCVW, 2021)

BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization. - Huanrui Yang; Lin Duan; Yiran Chen 001; Hai Li 001 (ICLR, 2021)

Disentangling Prototype and Variation for Single Sample Face Recognition. - Meng Pang; Binghui Wang; Mang Ye; Yiran Chen 001; Bihan Wen (ICME, 2021)

Improving Gradient Regularization using Complex-Valued Neural Networks. - Eric C. Yeats; Yiran Chen 001; Hai Li 001 (ICML, 2021)

LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning. - Ang Li 005; Jingwei Sun 002; Binghui Wang; Lin Duan; Sicheng Li 001; Yiran Chen 001; Hai Li 001 (SEC, 2021)

Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces. - Chaofei Yang; Leah Ding; Yiran Chen 001; Hai Li 001 (IJCNN, 2021)

DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones. - Ang Li 005; Jiayi Guo; Huanrui Yang; Flora D. Salim; Yiran Chen 001 (IoTDI, 2021)

Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. - Binghui Wang; Jiayi Guo; Ang Li 005; Yiran Chen 001; Hai Li 001 (KDD, 2021)

The 4th Artificial Intelligence of Things (AIoT) Workshop. - Jian Zhang; Jian Tang 008; Yiran Chen 001; Jie Liu 001; Jieping Ye; Marilyn Wolf; Vijaykrishnan Narayanan; Mani Srivastava 001; Michael I. Jordan; Victor Bahl (KDD, 2021)

ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition. - Shiyu Li 001; Edward Hanson; Xuehai Qian; Hai (Helen) Li; Yiran Chen 001 (MICRO, 2021)

APOLLO: An Automated Power Modeling Framework for Runtime Power Introspection in High-Volume Commercial Microprocessors. - Zhiyao Xie; Xiaoqing Xu; Matt Walker; Joshua Knebel; Kumaraguru Palaniswamy; Nicolas Hebert; Jiang Hu; Huanrui Yang; Yiran Chen 001; Shidhartha Das (MICRO, 2021)

Hermes: an efficient federated learning framework for heterogeneous mobile clients. - Ang Li 005; Jingwei Sun 002; Pengcheng Li; Yu Pu; Hai Li 001; Yiran Chen 001 (MobiCom, 2021)

FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. - Jingwei Sun 002; Ang Li 005; Louis DiValentin; Amin Hassanzadeh; Yiran Chen 001; Hai Li 001 (NeurIPS, 2021)

FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking. - Ang Li 005; Jingwei Sun 002; Xiao Zeng; Mi Zhang 002; Hai Li 001; Yiran Chen 001 (SenSys, 2021)

Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. - Oliver Zhang; Cheng Ding; Tânia Pereira 001; Ran Xiao; Kais Gadhoumi; Karl Meisel; Randall J. Lee; Yiran Chen 001; Xiao Hu 002 (IEEE Access, 2021)

On Provable Backdoor Defense in Collaborative Learning. - Ximing Qiao; Yuhua Bai; Siping Hu; Ang Li 005; Yiran Chen 001; Hai Li 001 (CoRR, 2021)

FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning. - Minxue Tang; Xuefei Ning; Yitu Wang; Yu Wang 002; Yiran Chen 001 (CoRR, 2021)

Fine-grained Out-of-Distribution Detection with Mixup Outlier Exposure. - Jingyang Zhang; Nathan Inkawhich; Yiran Chen 001; Hai Li 001 (CoRR, 2021)

Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN). - Changming Wu; Xiaoxuan Yang 001; Heshan Yu; Ruoming Peng; Ichiro Takeuchi; Yiran Chen 001; Mo Li (CoRR, 2021)

Spintronic memristors for computing. - Qiming Shao; Zhongrui Wang; Yan Zhou; Shunsuke Fukami; Damien Querlioz; J. Joshua Yang; Yiran Chen 001; Leon O. Chua (CoRR, 2021)

Efficient neural network using pointwise convolution kernels with linear phase constraint. - Feng Liang 001; Zhichao Tian; Ming Dong; Shuting Cheng; Li Sun; Hai Li 001; Yiran Chen 001; Guohe Zhang (Neurocomputing, 2021)

An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensing. - Xiuli Chai; Haiyang Wu; Zhihua Gan; Daojun Han; Yushu Zhang 001; Yiran Chen 001 (Inf. Sci., 2021)

Introduction of Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 1. - Yiran Chen 001; Qinru Qiu; Yingyan Lin (ACM J. Emerg. Technol. Comput. Syst., 2021)

Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning - Part 2. - Yiran Chen 001; Qinru Qiu; Yingyan Lin (ACM J. Emerg. Technol. Comput. Syst., 2021)

Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption. - Xiuli Chai; Xiangcheng Zhi; Zhihua Gan; Yushu Zhang 001; Yiran Chen 001; Jiangyu Fu (Signal Process., 2021)

Training SAR-ATR Models for Reliable Operation in Open-World Environments. - Nathan Inkawhich; Eric K. Davis; Matthew Inkawhich; Uttam K. Majumder; Yiran Chen 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Bridging a Gap in SAR-ATR: Training on Fully Synthetic and Testing on Measured Data. - Nathan Inkawhich; Matthew Inkawhich; Eric K. Davis; Uttam K. Majumder; Erin E. Tripp; Chris Capraro; Yiran Chen 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective Voltage. - Chengning Wang; Dan Feng 001; Wei Tong 001; Jingning Liu; Bing Wu 001; Wei Zhao 034; Yang Zhang 051; Yiran Chen 001 (IEEE Trans. Computers, 2021)

Improving Multilevel Writes on Vertical 3-D Cross-Point Resistive Memory. - Chengning Wang; Dan Feng 001; Wei Tong 001; Yu Hua 001; Jingning Liu; Bing Wu 001; Wei Zhao 034; Linghao Song; Yang Zhang 051; Jie Xu 013; Xueliang Wei; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part I. - Tingwen Huang; Yiran Chen 001; Zhigang Zeng; Leon O. Chua (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part II. - Tingwen Huang; Yiran Chen 001; Zhigang Zeng; Leon O. Chua (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Exploring Applications of STT-RAM in GPU Architectures. - Xiaoxiao Liu 001; Mengjie Mao; Xiuyuan Bi; Hai Helen Li; Yiran Chen 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

TPrune: Efficient Transformer Pruning for Mobile Devices. - Jiachen Mao; Huanrui Yang; Ang Li 005; Hai Li 001; Yiran Chen 001 (ACM Trans. Cyber Phys. Syst., 2021)

End-to-End Detection-Segmentation System for Face Labeling. - Shiping Wen 001; Minghui Dong; Yin Yang 001; Pan Zhou 001; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

VD-GAN: A Unified Framework for Joint Prototype and Representation Learning From Contaminated Single Sample per Person. - Meng Pang; Binghui Wang; Yiu-ming Cheung; Yiran Chen 001; Bihan Wen (IEEE Trans. Inf. Forensics Secur., 2021)

Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance. - Bo Sun 002; Yuting Cao; Zhenyuan Guo; Zheng Yan 001; Shiping Wen 001; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Multilabel Image Classification via Feature/Label Co-Projection. - Shiping Wen 001; Weiwei Liu; Yin Yang 001; Pan Zhou 001; Zhenyuan Guo; Zheng Yan 001; Yiran Chen 001; Tingwen Huang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Memristive LSTM Network for Sentiment Analysis. - Shiping Wen 001; Huaqiang Wei; Yin Yang 001; Zhenyuan Guo; Zhigang Zeng; Tingwen Huang; Yiran Chen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

On Building Efficient and Robust Neural Network Designs. - Xiaoxuan Yang 001; Huanrui Yang; Jingchi Zhang; Hai Helen Li; Yiran Chen 001 (IEEECONF, 2022)

Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. - Xuezhong Lin; Jingyu Pan; Jinming Xu 002; Yiran Chen 001; Cheng Zhuo (ASP-DAC, 2022)

ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation. - Hsin-Pai Cheng; Feng Liang 001; Meng Li 004; Bowen Cheng; Feng Yan 001; Hai Li 001; Vikas Chandra; Yiran Chen 001 (AutoML, 2022)

Next Generation Federated Learning for Edge Devices: An Overview. - Jianyi Zhang; Zhixu Du; Jingwei Sun 002; Ang Li 005; Minxue Tang; Yuhao Wu; Zhihui Gao; Martin Kuo; Hai Helen Li; Yiran Chen 001 (CIC, 2022)

FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning. - Minxue Tang; Xuefei Ning; Yitu Wang; Jingwei Sun 002; Yu Wang 002; Hai Helen Li; Yiran Chen 001 (CVPR, 2022)

Privacy Leakage of Adversarial Training Models in Federated Learning Systems. - Jingyang Zhang; Yiran Chen 001; Hai Helen Li (CVPR Workshops, 2022)

ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses. - Ziru Li; Qilin Zheng; Bonan Yan; Ru Huang 001; Bing Li 005; Yiran Chen 001 (DAC, 2022)

Towards collaborative intelligence: routability estimation based on decentralized private data. - Jingyu Pan; Chen-Chia Chang; Zhiyao Xie; Ang Li 005; Minxue Tang; Tunhou Zhang; Jiang Hu; Yiran Chen 001 (DAC, 2022)

HERO: hessian-enhanced robust optimization for unifying and improving generalization and quantization performance. - Huanrui Yang; Xiaoxuan Yang 001; Neil Zhenqiang Gong; Yiran Chen 001 (DAC, 2022)

Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity. - Xiangru Chen; Dong Li 031; Yiran Chen 001; Jie Xiong 001 (HotNets, 2022)

Robustify ML-Based Lithography Hotspot Detectors. - Jingyu Pan; Chen-Chia Chang; Zhiyao Xie; Jiang Hu; Yiran Chen 001 (ICCAD, 2022)

How Good Is Your Verilog RTL Code?: A Quick Answer from Machine Learning. - Prianka Sengupta; Aakash Tyagi; Yiran Chen 001; Jiang Hu (ICCAD, 2022)

DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters. - Zhiyao Xie; Shiyu Li 001; Mingyuan Ma; Chen-Chia Chang; Jingyu Pan; Yiran Chen 001; Jiang Hu (ICCAD, 2022)

GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. - Binghui Wang; Ang Li 005; Meng Pang; Hai Li 001; Yiran Chen 001 (ICDM, 2022)

Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. - Jianyi Zhang; Yiran Chen 001; Jianshu Chen (ICDM (Workshops), 2022)

MOM: Microphone based 3D Orientation Measurement. - Zhihui Gao; Ang Li 005; Dong Li 031; Jialin Liu 004; Jie Xiong 001; Yu Wang 002; Bing Li; Yiran Chen 001 (IPSN, 2022)

Cascading structured pruning: enabling high data reuse for sparse DNN accelerators. - Edward Hanson; Shiyu Li 001; Hai Helen Li; Yiran Chen 001 (ISCA, 2022)

Security Threat to the Robustness of RRAM-based Neuromorphic Computing System. - Bing Li 017; Hao Lv; Ying Wang 001; Yiran Chen 001 (iSES, 2022)

An Audio Frequency Unfolding Framework for Ultra-Low Sampling Rate Sensors. - Zhihui Gao; Minxue Tang; Ang Li 005; Yiran Chen 001 (ISQED, 2022)

A 1.041-Mb/mm2 27.38-TOPS/W Signed-INT8 Dynamic-Logic-Based ADC-less SRAM Compute-in-Memory Macro in 28nm with Reconfigurable Bitwise Operation for AI and Embedded Applications. - Bonan Yan; Jeng-Long Hsu; Pang-Cheng Yu; Chia-Chi Lee; Yaojun Zhang; Wenshuo Yue; Guoqiang Mei; Yuchao Yang 001; Yue Yang; Hai Li 001; Yiran Chen 001; Ru Huang 001 (ISSCC, 2022)

The 5th Artificial Intelligence of Things (AIoT) Workshop. - Jian Zhang; Jian Tang 008; Yiran Chen 001; Jie Liu 001; Jieping Ye; Marilyn Wolf; Vijaykrishnan Narayanan; Mani B. Srivastava; Michael I. Jordan; Victor Bahl (KDD, 2022)

Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective. - Changyou Chen; Jianyi Zhang; Yi Xu 011; Liqun Chen 001; Jiali Duan; Yiran Chen 001; Son Tran; Belinda Zeng; Trishul Chilimbi (NeurIPS, 2022)

FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices. - Jingwei Sun 002; Ang Li 005; Lin Duan; Samiul Alam; Xuliang Deng; Xin Guo 008; Haiming Wang 002; Maria Gorlatova; Mi Zhang 002; Hai Li 001; Yiran Chen 001 (SenSys, 2022)

The Untapped Potential of Off-the-Shelf Convolutional Neural Networks. - Matthew Inkawhich; Nathan Inkawhich; Eric K. Davis; Hai Li 001; Yiran Chen 001 (WACV, 2022)

Tolerating Noise Effects in Processing-in-Memory Systems for Neural Networks: A Hardware-Software Codesign Perspective. - Xiaoxuan Yang 001; Changming Wu; Mo Li; Yiran Chen 001 (Adv. Intell. Syst., 2022)

The Dark Side: Security Concerns in Machine Learning for EDA. - Zhiyao Xie; Jingyu Pan; Chen-Chia Chang; Yiran Chen 001 (CoRR, 2022)

Self-Trained Proposal Networks for the Open World. - Matthew Inkawhich; Nathan Inkawhich; Hai Helen Li; Yiran Chen 001 (CoRR, 2022)

FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices. - Minxue Tang; Jianyi Zhang; Mingyuan Ma; Louis DiValentin; Aolin Ding; Amin Hassanzadeh; Hai Helen Li; Yiran Chen 001 (CoRR, 2022)

Rethinking Normalization Methods in Federated Learning. - Zhixu Du; Jingwei Sun 002; Ang Li 005; Pin-Yu Chen; Jianyi Zhang; Hai (Helen) Li; Yiran Chen 001 (CoRR, 2022)

More Generalized and Personalized Unsupervised Representation Learning In A Distributed System. - Yuewei Yang; Jingwei Sun 002; Ang Li 005; Hai Li 001; Yiran Chen 001 (CoRR, 2022)

PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud. - Tunhou Zhang; Mingyuan Ma; Feng Yan 001; Hai Li 001; Yiran Chen 001 (CoRR, 2022)

ISLPED 2021: The 25th Anniversary! - Yiran Chen 001; Sherief Reda (IEEE Des. Test, 2022)

Editorial: Machine learning for computational neural modeling and data analyses. - Youhui Zhang; Yiran Chen 001; Yuanyuan Mi (Frontiers Comput. Neurosci., 2022)

Improving Out-of-Distribution Detection by Learning From the Deployment Environment. - Nathan Inkawhich; Jingyang Zhang; Eric K. Davis; Ryan Luley; Yiran Chen 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Guest Editorial: IEEE TC Special Issue On Software, Hardware and Applications for Neuromorphic Computing. - Yiran Chen 001; Qinru Qiu (IEEE Trans. Computers, 2022)

A Hybrid-Grained Remapping Defense Scheme Against Hard Failures for Row-Column-NVM. - Taozhong Li; Naifeng Jing; Zhigang Mao; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization. - Fangxin Liu; Wenbo Zhao 005; Zongwu Wang; Yilong Zhao; Tao Yang 031; Yiran Chen 001; Li Jiang 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Space-Time-Efficient Modeling of Large-Scale 3-D Cross-Point Memory Arrays by Operation Adaption and Network Compaction. - Chengning Wang; Dan Feng 001; Wei Tong 001; Jingning Liu; Bing Wu 001; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Preplacement Net Length and Timing Estimation by Customized Graph Neural Network. - Zhiyao Xie; Rongjian Liang; Xiaoqing Xu; Jiang Hu; Chen-Chia Chang; Jingyu Pan; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

PIMulator-NN: An Event-Driven, Cross-Level Simulation Framework for Processing-In-Memory-Based Neural Network Accelerators. - Qilin Zheng; Xingchen Li; Yijin Guan; Zongwei Wang 001; Yimao Cai; Yiran Chen 001; Guangyu Sun 003; Ru Huang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Research Progress on Memristor: From Synapses to Computing Systems. - Xiaoxuan Yang 001; Brady Taylor; Ailong Wu; Yiran Chen 001; Leon O. Chua (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Processing-in-Memory Technology for Machine Learning: From Basic to ASIC. - Brady Taylor; Qilin Zheng; Ziru Li; Shiyu Li 001; Yiran Chen 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks. - Jiachen Mao; Qing Yang 011; Ang Li 005; Kent W. Nixon; Hai Li 001; Yiran Chen 001 (ACM Trans. Embed. Comput. Syst., 2022)

Introduction to the Special Section on Energy-Efficient AI Chips. - Vikas Chandra; Yiran Chen 001; Sungjoo Yoo (ACM Trans. Design Autom. Electr. Syst., 2022)

A Novel Architecture Design for Output Significance Aligned Flow with Adaptive Control in ReRAM-based Neural Network Accelerator. - Taozhong Li; Naifeng Jing; Jianfei Jiang 001; Qin Wang 009; Zhigang Mao; Yiran Chen 001 (ACM Trans. Design Autom. Electr. Syst., 2022)

ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. - Jianyi Zhang; Aashiq Muhamed; Aditya Anantharaman; Guoyin Wang 002; Changyou Chen; Kai Zhong; Qingjun Cui; Yi Xu 011; Belinda Zeng; Trishul Chilimbi; Yiran Chen 001 (ACL (2), 2023)

Rethink before Releasing Your Model: ML Model Extraction Attack in EDA. - Chen-Chia Chang; Jingyu Pan; Zhiyao Xie; Jiang Hu; Yiran Chen 001 (ASP-DAC, 2023)

Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction. - Chen-Chia Chang; Jingyu Pan; Zhiyao Xie; Yaguang Li; Yishuang Lin; Jiang Hu; Yiran Chen 001 (ASP-DAC, 2023)

Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. - Xiaoxuan Yang 001; Shiyu Li 001; Qilin Zheng; Yiran Chen 001 (ASP-DAC, 2023)

DefT: Boosting Scalability of Deformable Convolution Operations on GPUs. - Edward Hanson; Mark Horton; Hai (Helen) Li; Yiran Chen 001 (ASPLOS (3), 2023)

Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. - Randolph Linderman; Jingyang Zhang; Nathan Inkawhich; Hai Helen Li; Yiran Chen 001 (CoLLAs, 2023)

PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration. - Richard Petri 002; Grace Li Zhang; Yiran Chen 001; Ulf Schlichtmann; Bing Li 005 (DAC, 2023)

Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. - Qilin Zheng; Shiyu Li 001; Yitu Wang; Ziru Li; Yiran Chen 001; Hai Helen Li (DAC, 2023)

Invited Paper: Towards the Efficiency, Heterogeneity, and Robustness of Edge AI. - Bokyung Kim; Zhixu Du; Jingwei Sun 002; Yiran Chen 001 (ICCAD, 2023)

PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions. - Qijun Zhang; Shiyu Li 001; Guanglei Zhou; Jingyu Pan; Chen-Chia Chang; Yiran Chen 001; Zhiyao Xie (ICCAD, 2023)

Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. - Jingwei Sun 002; Ziyue Xu 001; Dong Yang 005; Vishwesh Nath; Wenqi Li 001; Can Zhao 001; Daguang Xu; Yiran Chen 001; Holger R. Roth (ICCV, 2023)

Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations. - Yuewei Yang; Hai Li 001; Yiran Chen 001 (ICCV, 2023)

Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. - Jianyi Zhang; Ang Li 005; Minxue Tang; Jingwei Sun 002; Xiang Chen 010; Fan Zhang 069; Changyou Chen; Yiran Chen 001; Hai Li 001 (ICML, 2023)

LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. - Bhavna Gopal; Arjun Sridhar; Tunhou Zhang; Yiran Chen 001 (IJCAI, 2023)

Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI. - Edward Hanson; Shiyu Li 001; Guanglei Zhou; Feng Cheng; Yitu Wang; Rohan Bose; Hai Li 001; Yiran Chen 001 (MICRO, 2023)

Early Identification of Timing Critical RTL Components using ML based Path Delay Prediction. - Prianka Sengupta; Aakash Tyagi; Yiran Chen 001; Jiang Hu (MLCAD, 2023)

Swirls: Sniffing Wi-Fi Using Radios with Low Sampling Rates. - Zhihui Gao; Yiran Chen 001; Tingjun Chen (MobiHoc, 2023)

Biologically Plausible Learning on Neuromorphic Hardware Architectures. - Christopher Wolters; Brady Taylor; Edward Hanson; Xiaoxuan Yang 001; Ulf Schlichtmann; Yiran Chen 001 (MWSCAS, 2023)

DISQ: Dynamic Iteration Skipping for Variational Quantum Algorithms. - Junyao Zhang; Hanrui Wang 002; Gokul Subramanian Ravi; Frederic T. Chong; Song Han 003; Frank Mueller 001; Yiran Chen 001 (QCE, 2023)

ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers. - Linghao Song; Fan Chen 001; Hai Li 001; Yiran Chen 001 (SC, 2023)

Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation. - Likun Zhang; Yahong Chen; Ang Li 005; Binghui Wang; Yiran Chen 001; Fenghua Li; Jin Cao 001; Ben Niu 001 (WACV, 2023)

Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments. - Jingyang Zhang; Nathan Inkawhich; Randolph Linderman; Yiran Chen 001; Hai Li 001 (WACV, 2023)

: Joint Point Interaction-Dimension Search for 3D Point Cloud. - Tunhou Zhang; Mingyuan Ma; Feng Yan 001; Hai Li 001; Yiran Chen 001 (WACV, 2023)

NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. - Tunhou Zhang; Dehua Cheng; Yuchen He; Zhengxing Chen; Xiaoliang Dai; Liang Xiong; Feng Yan 001; Hai Li 001; Yiran Chen 001; Wei Wen (WWW, 2023)

Analog, In-memory Compute Architectures for Artificial Intelligence. - Patrick Bowen; Guy Regev; Nir Regev; Bruno Pedroni; Edward Hanson; Yiran Chen 001 (CoRR, 2023)

SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection. - Jingyang Zhang; Nathan Inkawhich; Randolph Linderman; Ryan Luley; Yiran Chen 001; Hai Helen Li (CoRR, 2023)

Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. - Jingwei Sun 002; Zhixu Du; Anna Dai; Saleh Baghersalimi; Alireza Amirshahi; David Atienza; Yiran Chen 001 (CoRR, 2023)

Towards Building the Federated GPT: Federated Instruction Tuning. - Jianyi Zhang; Saeed Vahidian; Martin Kuo; Chunyuan Li; Ruiyi Zhang 002; Guoyin Wang 002; Yiran Chen 001 (CoRR, 2023)

PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information. - Lin Duan; Jingwei Sun 002; Yiran Chen 001; Maria Gorlatova (CoRR, 2023)

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. - Jingyang Zhang; Jingkang Yang; Pengyun Wang; Haoqi Wang; Yueqian Lin; Haoran Zhang; Yiyou Sun; Xuefeng Du; Kaiyang Zhou; Wayne Zhang 001; Yixuan Li 001; Ziwei Liu 002; et al. (CoRR, 2023)

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. - Jingwei Sun 002; Ziyue Xu 001; Hongxu Yin; Dong Yang 005; Daguang Xu; Yiran Chen 001; Holger R. Roth (CoRR, 2023)

Farthest Greedy Path Sampling for Two-shot Recommender Search. - Yufan Cao 002; Tunhou Zhang; Wei Wen; Feng Yan 001; Hai Li 001; Yiran Chen 001 (CoRR, 2023)

DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining. - Martin Kuo; Jianyi Zhang; Yiran Chen 001 (CoRR, 2023)

EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. - Jingyu Pan; Chen-Chia Chang; Zhiyao Xie; Yiran Chen 001 (CoRR, 2023)

In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. - Yitu Wang; Shiyu Li 001; Qilin Zheng; Linghao Song; Zongwang Li; Andrew Chang; Hai (Helen) Li; Yiran Chen 001 (CoRR, 2023)

Guest Editorial Machine Learning for Resilient Industrial Cyber-Physical Systems. - Shiyan Hu 001; Yiran Chen 001; Qi Zhu 002; Armando Walter Colombo (IEEE Trans Autom. Sci. Eng., 2023)

DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person. - Meng Pang; Binghui Wang; Mang Ye; Yiu-ming Cheung; Yiran Chen 001; Bihan Wen (IEEE Trans. Neural Networks Learn. Syst., 2023)

DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs. - Edward Hanson; Shiyu Li 001; Xuehai Qian; Hai Helen Li; Yiran Chen 001 (IEEE Trans. Computers, 2023)

The Dark Side: Security and Reliability Concerns in Machine Learning for EDA. - Zhiyao Xie; Jingyu Pan; Chen-Chia Chang; Jiang Hu; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

SpikeSen: Low-Latency In-Sensor-Intelligence Design With Neuromorphic Spiking Neurons. - Ziru Li; Qilin Zheng; Yiran Chen 001; Hai Helen Li (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference. - Yitu Wang; Shiyu Li 001; Qilin Zheng; Andrew Chang; Hai Li 001; Yiran Chen 001 (ACM Trans. Embed. Comput. Syst., 2023)

Advancing Federated Learning by Addressing Data and System Heterogeneity. - Yiran Chen 001 (AAAI Spring Symposia, 2024)

PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. - Jingwei Sun 002; Zhixu Du; Anna Dai; Saleh Baghersalimi; Alireza Amirshahi; David Atienza; Yiran Chen 001 (IEEE Big Data, 2024)

OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery. - Matthew Inkawhich; Nathan Inkawhich; Hao Yang 018; Jingyang Zhang; Randolph Linderman; Yiran Chen 001 (IEEE Big Data, 2024)

DistDNAS: Search Efficient Feature Interactions within 2 Hours. - Tunhou Zhang; Wei Wen; Igor Fedorov; Xi Liu; Buyun Zhang; Fangqiu Han; Wen-Yen Chen; Yiping Han; Feng Yan 001; Hai Li 001; Yiran Chen 001 (IEEE Big Data, 2024)

MulPi: A Multi-Class and Patient-Independent Computing-in-SRAM Seizure Classifier. - Bokyung Kim; Qijia Huang; Brady Taylor; Qilin Zheng; Jonathan Ku; Nicky Ramos; Eric C. Yeats; Yiran Chen 001; Hai Helen Li (BioCAS, 2024)

A Deep-Learning-Based Multi-modal ECG and PCG Processing Framework for Label Efficient Heart Sound Segmentation. - Qijia Huang; Huanrui Yang; Eric Zeng; Yiran Chen 001 (CHASE, 2024)

A Quantized Parsimonious CNN Model for Sleep Polysomnogram Data Streams. - Anna Wang; Qijia Huang; Yiran Chen 001 (CHASE, 2024)

Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective. - Mohamed Ibrahim 002; Zishen Wan; Haitong Li; Priyadarshini Panda; Tushar Krishna; Pentti Kanerva; Yiran Chen 001; Arijit Raychowdhury (CODES+ISSS, 2024)

Efficient Dataset Distillation via Minimax Diffusion. - Jianyang Gu; Saeed Vahidian; Vyacheslav Kungurtsev; Haonan Wang; Wei Jiang 009; Yang You 001; Yiran Chen 001 (CVPR, 2024)

CSCO: Connectivity Search of Convolutional Operators. - Tunhou Zhang; Shiyu Li 001; Hsin-Pai Cheng; Feng Yan 001; Hai Li 001; Yiran Chen 001 (CVPR Workshops, 2024)

ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. - Hanqiu Chen; Yitu Wang; Luis Vitório Cargnini; Mohammadreza Soltaniyeh; Dongyang Li; Gongjin Sun; Pradeep Subedi; Andrew Chang; Yiran Chen 001; Cong Hao (DAC, 2024)

ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. - Jonathan Hao-Cheng Ku; Junyao Zhang; Haoxuan Shan; Saichand Samudrala; Jiawen Wu; Qilin Zheng; Ziru Li; Jeyavijayan Rajendran; Yiran Chen 001 (DAC, 2024)

Efficient Memory Integration: MRAM-SRAM Hybrid Accelerator for Sparse On-Device Learning. - Fan Zhang 069; Amitesh Sridharan; Wilman Tsai; Yiran Chen 001; Shan X. Wang; Deliang Fan (DAC, 2024)

Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference. - Qilin Zheng; Ziru Li; Jonathan Ku; Yitu Wang; Brady Taylor; Deliang Fan; Yiran Chen 001 (DAC, 2024)

Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. - Yuqi Jia; Saeed Vahidian; Jingwei Sun 002; Jianyi Zhang; Vyacheslav Kungurtsev; Neil Zhenqiang Gong; Yiran Chen 001 (ECCV (78), 2024)

Processing-in-Memory Designs Based on Emerging Technology for Efficient Machine Learning Acceleration. - Bokyung Kim; Hai Li 001; Yiran Chen 001 (ACM Great Lakes Symposium on VLSI, 2024)

Towards Building The Federatedgpt: Federated Instruction Tuning. - Jianyi Zhang; Saeed Vahidian; Martin Kuo; Chunyuan Li; Ruiyi Zhang 002; Tong Yu 001; Guoyin Wang 002; Yiran Chen 001 (ICASSP, 2024)

EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. - Jingyu Pan; Chen-Chia Chang; Zhiyao Xie; Yiran Chen 001; Hai Helen Li (ICCAD, 2024)

SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. - Yueqian Lin; Jingyang Zhang; Yiran Chen 001; Hai Li 001 (Tiny Papers @ ICLR, 2024)

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. - Jingwei Sun 002; Ziyue Xu 001; Hongxu Yin; Dong Yang 005; Daguang Xu; Yudong Liu; Zhixu Du; Yiran Chen 001; Holger R. Roth (ICML, 2024)

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. - Chen-Chia Chang; Yikang Shen; Shaoze Fan; Jing Li 025; Shun Zhang; Ningyuan Cao; Yiran Chen 001; Xin Zhang 025 (ICML, 2024)

Performance Analysis of Zero-Knowledge Proofs. - Saichand Samudrala; Jiawen Wu; Chen Chen 125; Haoxuan Shan; Jonathan Ku; Yiran Chen 001; Jeyavijayan Rajendran (IISWC, 2024)

NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. - Yitu Wang; Shiyu Li 001; Qilin Zheng; Linghao Song; Zongwang Li; Andrew Chang; Hai Li 001; Yiran Chen 001 (ISCA, 2024)

Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. - Qilin Zheng; Shiyu Li 001; Yitu Wang; Ziru Li; Yiran Chen 001; Hai (Helen) Li (ISCAS, 2024)

Embracing Privacy, Robustness, and Efficiency with Trustworthy Federated Learning on Edge Devices. - Minxue Tang; Jingwei Sun 002; Hai Helen Li; Yiran Chen 001 (ISVLSI, 2024)

Cost-effective Vehicle Recognition System in Challenging Environment Empowered by Micro-Pulse LiDAR and Edge AI. - Junyue Jiang; Hongliang Lu; Chenxi Liu; Meixin Zhu; Yiran Chen 001; Hao (Frank) Yang (IV, 2024)

Mitigating Bias of Deep Neural Networks for Trustworthy Traffic Perception in Autonomous Systems. - Hao (Frank) Yang; Yang Zhao 013; Jiarui Cai; Meixin Zhu; Jenq-Neng Hwang; Yiran Chen 001 (IV, 2024)

Flip-Flop Centric Incremental Placement for Simultaneous Timing and Clock Network Power Optimization. - Cristhian Roman-Vicharra; Yiran Chen 001; Jiang Hu (MLCAD, 2024)

SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. - Zhixu Du; Shiyu Li 001; Yuhao Wu; Xiangyu Jiang; Jingwei Sun 002; Qilin Zheng; Yongkai Wu; Ang Li 005; Hai Li 001; Yiran Chen 001 (MLSys, 2024)

Federated Black-box Prompt Tuning System for Large Language Models on the Edge. - Yiming Li; Jingwei Sun 002; Yudong Liu; Yuandong Zhang; Ang Li 005; Beidi Chen; Holger R. Roth; Daguang Xu; Tingjun Chen; Yiran Chen 001 (MobiCom, 2024)

Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference. - Lin Duan; Jingwei Sun 002; Jinyuan Jia; Yiran Chen 001; Maria Gorlatova (NeurIPS, 2024)

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models. - Jianyi Zhang; Da-Cheng Juan; Cyrus Rashtchian; Chun-Sung Ferng; Heinrich Jiang; Yiran Chen 001 (NeurIPS, 2024)

ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. - Minxue Tang; Anna Dai; Louis DiValentin; Aolin Ding; Amin Hass; Neil Zhenqiang Gong; Yiran Chen 001; Hai (Helen) Li (USENIX Security Symposium, 2024)

Tunable Hybrid Proposal Networks for the Open World. - Matthew Inkawhich; Nathan Inkawhich; Hai Li 001; Yiran Chen 001 (WACV, 2024)

Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. - Binghui Wang; Minhua Lin; Tianxiang Zhou; Pan Zhou 001; Ang Li 005; Meng Pang; Hai Helen Li; Yiran Chen 001 (WSDM, 2024)

Athena - The NSF AI Institute for Edge Computing. - Yiran Chen 001; Suman Banerjee 001; Shaundra Daily; Jeffery Krolik; Hai (Helen) Li; Daniel B. Limbrick; Miroslav Pajic; Rajashi Runton; Lin Zhong 001 (AI Mag., 2024)

Peeking Behind the Curtains of Residual Learning. - Tunhou Zhang; Feng Yan 001; Hai Helen Li; Yiran Chen 001 (CoRR, 2024)

Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study. - Hongru Du; Jianan Zhao 002; Yang Zhao 013; Shaochong Xu; Xihong Lin; Yiran Chen 001; Lauren M. Gardner; Hao (Frank) Yang (CoRR, 2024)

Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback. - Jingwei Sun 002; Zhixu Du; Yiran Chen 001 (CoRR, 2024)

Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS. - Hao Fu; Tunhou Zhang; Hai Li 001; Yiran Chen 001 (CoRR, 2024)

ARTIST: Improving the Generation of Text-rich Images by Disentanglement. - Jianyi Zhang; Yufan Zhou 001; Jiuxiang Gu; Curtis Wigington; Tong Yu 001; Yiran Chen 001; Tong Sun 005; Ruiyi Zhang 002 (CoRR, 2024)

Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. - Merim Dzaferagic; Marco Ruffini; Nina Slamnik-Krijestorac; Joao F. Santos; Johann Márquez-Barja; Christos Tranoris; Spyros G. Denazis; Thomas Kyriakakis; Panagiotis Karafotis; Luiz A. DaSilva; Shashi Raj Pandey; Junya Shiraishi; et al. (CoRR, 2024)

MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs. - Tergel Molom-Ochir; Brady Taylor; Hai Li 001; Yiran Chen 001 (CoRR, 2024)

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. - Chen-Chia Chang; Yikang Shan; Shaoze Fan; Jing Li 073; Shun Zhang; Ningyuan Cao; Yiran Chen 001; Xin Zhang 025 (CoRR, 2024)

Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency. - Bhavna Gopal; Huanrui Yang; Jingyang Zhang; Mark Horton; Yiran Chen 001 (CoRR, 2024)

PatternPaint: Generating Layout Patterns Using Generative AI and Inpainting Techniques. - Guanglei Zhou; Bhargav Korrapati; Gaurav Rajavendra Reddy; Jiang Hu; Yiran Chen 001; Dipto G. Thakurta (CoRR, 2024)

Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning. - Vyacheslav Kungurtsev; Yuanfang Peng; Jianyang Gu; Saeed Vahidian; Anthony Quinn; Fadwa Idlahcen; Yiran Chen 001 (CoRR, 2024)

MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data. - Jianyi Zhang; Hao (Fran)k Yang; Ang Li 005; Xin Guo 008; Pu Wang; Haiming Wang 002; Yiran Chen 001; Hai Li 001 (CoRR, 2024)

FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning. - Minxue Tang; Yitu Wang; Jingyang Zhang; Louis DiValentin; Aolin Ding; Amin Hass; Yiran Chen 001; Hai (Helen) Li (CoRR, 2024)

Federated Large Language Models: Current Progress and Future Directions. - Yuhang Yao; Jianyi Zhang; Junda Wu; Chengkai Huang; Yu Xia 007; Tong Yu 001; Ruiyi Zhang 002; Sungchul Kim; Ryan A. Rossi; Ang Li 005; Lina Yao 001; Julian J. McAuley; et al. (CoRR, 2024)

A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. - Cong Guo 003; Feng Cheng; Zhixu Du; James Kiessling; Jonathan Ku; Shiyu Li 001; Ziru Li; Mingyuan Ma; Tergel Molom-Ochir; Benjamin Morris 004; Haoxuan Shan; Jingwei Sun 002; et al. (CoRR, 2024)

CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation. - Qinsi Wang; Saeed Vahidian; Hancheng Ye; Jianyang Gu; Jianyi Zhang; Yiran Chen 001 (CoRR, 2024)

LoBAM: LoRA-Based Backdoor Attack on Model Merging. - Ming Yin; Jingyang Zhang; Jingwei Sun 002; Minghong Fang; Hai Li 001; Yiran Chen 001 (CoRR, 2024)

SpeechPrune: Context-aware Token Pruning for Speech Information Retrieval. - Yueqian Lin; Yuzhe Fu; Jingyang Zhang; Yudong Liu; Jianyi Zhang; Jingwei Sun 002; Hai; Yiran Chen 001 (CoRR, 2024)

A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures. - Bo Lyu; Yin Yang 001; Yuting Cao; Tuo Shi; Yiran Chen 001; Tingwen Huang; Shiping Wen 001 (Neural Networks, 2024)

Efficient Low-Bit Neural Network With Memristor-Based Reconfigurable Circuits. - He Xiao; Xiaofang Hu; Tongtong Gao; Yue Zhou 015; Shukai Duan 001; Yiran Chen 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Toward Fully Automated Machine Learning for Routability Estimator Development. - Chen-Chia Chang; Jingyu Pan; Zhiyao Xie; Tunhou Zhang; Jiang Hu; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design. - Xiaoxuan Yang 001; Zhangyang Wang; X. Sharon Hu; Chris H. Kim; Shimeng Yu; Miroslav Pajic; Rajit Manohar; Yiran Chen 001; Hai Helen Li (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models. - Shiyu Li 001; Yitu Wang; Edward Hanson; Andrew Chang; Yang-Seok Ki; Hai Li 001; Yiran Chen 001 (IEEE Trans. Computers, 2024)

Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection. - Jingyu Pan; Xuezhong Lin; Jinming Xu 002; Yiran Chen 001; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks. - Bo Lyu; Shiping Wen 001; Yin Yang 001; Xiaojun Chang; Junwei Sun; Yiran Chen 001; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2024)

GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices. - Mozhgan Navardi; Romina Aalishah; Yuzhe Fu; Yueqian Lin; Hai Li 001; Yiran Chen 001; Tinoosh Mohsenin (AAAI Spring Symposia, 2025)

PRICING: Privacy-Preserving Circuit Data Sharing Framework for Lithographic Hotspot Detection. - Chen-Chia Chang; Wan-Hsuan Lin; Jingyu Pan; Guanglei Zhou; Zhiyao Xie; Jiang Hu; Yiran Chen 001 (ASP-DAC, 2025)

qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. - Junyao Zhang; Guanglei Zhou; Feng Cheng; Jonathan Ku; Qi Ding; Jiaqi Gu 002; Hanrui Wang 002; Hai Helen Li; Yiran Chen 001 (DATE, 2025)

FP-SMR: A Fully Digital Floating-Point Processing-in-SAS-MRAM for Session-based Recommender System. - Asmer Hamid Ali; Amitesh Sridharan; Cheng Guo; William Hwang; Wilman Tsai; Jeff Zhang 001; Yiran Chen 001; Shan X. Wang; Deliang Fan (ACM Great Lakes Symposium on VLSI, 2025)

AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. - Feng Cheng; Tunhou Zhang; Junyao Zhang; Jonathan Hao-Cheng Ku; Yitu Wang; Xiaoxuan Yang 001; Hai Li 001; Yiran Chen 001 (ACM Great Lakes Symposium on VLSI, 2025)

Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. - Chiyue Wei; Cong Guo 003; Feng Cheng; Shiyu Li 001; Hao (Frank) Yang; Hai Helen Li; Yiran Chen 001 (HPCA, 2025)

Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. - Martin Kuo; Jingyang Zhang; Jianyi Zhang; Minxue Tang; Louis DiValentin; Aolin Ding; Jingwei Sun 002; William Chen; Amin Hass; Tianlong Chen 001; Yiran Chen 001; Hai Li 001 (ICLR, 2025)

Group Distributionally Robust Dataset Distillation with Risk Minimization. - Saeed Vahidian; Mingyu Wang 004; Jianyang Gu; Vyacheslav Kungurtsev; Wei Jiang 009; Yiran Chen 001 (ICLR, 2025)

Transitive Array: An Efficient GEMM Accelerator with Result Reuse. - Cong Guo 003; Chiyue Wei; Jiaming Tang; Bowen Duan; Song Han 003; Hai Li 001; Yiran Chen 001 (ISCA, 2025)

Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. - Feng Cheng; Cong Guo 003; Chiyue Wei; Junyao Zhang; Changchun Zhou 001; Edward Hanson; Jiaqi Zhang 002; Xiaoxiao Liu 001; Hai Li 001; Yiran Chen 001 (ISCA, 2025)

Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. - Chiyue Wei; Bowen Duan; Cong Guo 003; Jingyang Zhang; Qingyue Song; Hai Li 001; Yiran Chen 001 (ISCA, 2025)

QPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. - Junyao Zhang; Hanrui Wang 002; Qi Ding; Jiaqi Gu 002; Reouven Assouly; William D. Oliver; Song Han 003; Kenneth R. Brown; Hai Li 001; Yiran Chen 001 (ISCA, 2025)

Effect of Capacitor Mismatch Nonlinearity on Inference Accuracy in Analog Compute-in-Memory Architectures. - Abdulkarim Alorf; Brady Taylor; Yiran Chen 001 (ISCAS, 2025)

MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs. - Tergel Molom-Ochir; Brady Taylor; Hai (Helen) Li; Yiran Chen 001 (ISCAS, 2025)

DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent. - Chen-Chia Chang; Chia-Tung Ho; Yaguang Li; Yiran Chen 001; Haoxing Ren (ISPD, 2025)

Improving Routability Prediction via NAS Using a Smooth One-Shot Augmented Predictor. - Arjun Sridhar; Chen-Chia Chang; Junyao Zhang; Yiran Chen 001 (ISQED, 2025)

Efficient Neuro-Symbolic Policy using In-Memory Computing. - Tergel Molom-Ochir; Naman Saxena; Jiwoo Kim; Yiran Chen 001; Zhangyang (Atlas) Wang; Miroslav Pajic; Hai (Helen) Li (NeuS, 2025)

Delta-NAS: Difference of Architecture Encoding for Predictor-Based Evolutionary Neural Architecture Search. - Arjun Sridhar; Yiran Chen 001 (WACV, 2025)

MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning. - Jianyi Zhang; Hao Yang 018; Ang Li 005; Xin Guo 008; Pu Wang; Haiming Wang 002; Yiran Chen 001; Hai Li 001 (WACV, 2025)

ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models. - Jianyi Zhang; Yufan Zhou 001; Jiuxiang Gu; Curtis Wigington; Tong Yu 001; Yiran Chen 001; Tong Sun 005; Ruiyi Zhang 002 (WACV, 2025)

SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers. - Bhavna Gopal; Huanrui Yang; Mark Horton; Yiran Chen 001 (CoRR, 2025)

Rethinking Latency-Aware DNN Design With GPU Tail Effect Analysis. - Fuxun Yu; Zirui Xu; Longfei Shangguan; Di Wang 003; Dimitrios Stamoulis; Rishi Madhok; Nikolaos Karianakis; Ang Li 005; Chenchen Liu; Yiran Chen 001; Xiang Chen 010 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers. - Mark Horton; Tergel Molom-Ochir; Peter Liu; Bhavna Gopal; Chiyue Wei; Cong Guo 003; Brady Taylor; Deliang Fan; Shan X. Wang; Hai Li 001; Yiran Chen 001 (CoRR, 2025)

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives. - Qinsi Wang; Jinghan Ke; Masayoshi Tomizuka; Yiran Chen 001; Kurt Keutzer; Chenfeng Xu (CoRR, 2025)

A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection. - Randolph Linderman; Yiran Chen 001; Scott W. Linderman (CoRR, 2025)

PPAC Driven Multi-die and Multi-technology Floorplanning. - Cristhian Roman-Vicharra; Yiran Chen 001; Jiang Hu (CoRR, 2025)

H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking. - Martin Kuo; Jianyi Zhang; Aolin Ding; Qinsi Wang; Louis DiValentin; Yujia Bao; Wei Wei 019; Hai Li 001; Yiran Chen 001 (CoRR, 2025)

Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing. - Yudong Liu; Jingwei Sun 002; Yueqian Lin; Jingyang Zhang; Ming Yin; Qinsi Wang; Jianyi Zhang; Hai Li 001; Yiran Chen 001 (CoRR, 2025)

Lorecast: Layout-Aware Performance and Power Forecasting from Natural Language. - Runzhi Wang 005; Prianka Sengupta; Yiran Chen 001; Jiang Hu (CoRR, 2025)

HippoMM: Hippocampal-inspired Multimodal Memory for Long Audiovisual Event Understanding. - Yueqian Lin; Qinsi Wang; Hancheng Ye; Yuzhe Fu; Hai Helen Li; Yiran Chen 001 (CoRR, 2025)

Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems. - Shaokun Zhang; Ming Yin; Jieyu Zhang 001; Jiale Liu; Zhiguang Han; Jingyang Zhang; Beibin Li; Chi Wang 001; Huazheng Wang; Yiran Chen 001; Qingyun Wu (CoRR, 2025)

CONCORD: Concept-Informed Diffusion for Dataset Distillation. - Jianyang Gu; Haonan Wang; Ruoxi Jia 001; Saeed Vahidian; Vyacheslav Kungurtsev; Wei Jiang 009; Yiran Chen 001 (CoRR, 2025)

CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. - Qinsi Wang; Hancheng Ye; Ming-Yu Chung; Yudong Liu; Yueqian Lin; Martin Kuo; Mingyuan Ma; Jianyi Zhang; Yiran Chen 001 (CoRR, 2025)

Efficient and Robust Edge AI: Software, Hardware, and the Co-design. - Bokyung Kim; Shiyu Li 001; Brady Taylor; Yiran Chen 001 (ACM Trans. Embed. Comput. Syst., 2025)

A Survey of Research in Large Language Models for Electronic Design Automation. - Jingyu Pan; Guanglei Zhou; Chen-Chia Chang; Isaac Jacobson; Jiang Hu; Yiran Chen 001 (ACM Trans. Design Autom. Electr. Syst., 2025)

SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues. - Martin Kuo; Jianyi Zhang; Aolin Ding; Louis DiValentin; Amin Hass; Benjamin F. Morris III; Isaac Jacobson; Randolph Linderman; James Kiessling; Nicolas Ramos; Bhavna Gopal; Maziyar Baran Pouyan; et al. (CoRR, 2025)

Angles Don't Lie: Unlocking Training-Efficient RL Through the Model's Own Signals. - Qinsi Wang; Jinghan Ke; Hancheng Ye; Yueqian Lin; Yuzhe Fu; Jianyi Zhang; Kurt Keutzer; Chenfeng Xu; Yiran Chen 001 (CoRR, 2025)

Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity. - Yide Ran; Wentao Guo; Jingwei Sun 002; Yanzhou Pan; Xiaodong Yu; Hao Wang; Jianwen Xie; Yiran Chen 001; Denghui Zhang; Zhaozhuo Xu (CoRR, 2025)

MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing. - Haiyue Ma; Zhixu Du; Yiran Chen 001 (CoRR, 2025)

LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. - Chen-Chia Chang; Wan-Hsuan Lin; Yikang Shen; Yiran Chen 001; Xin Zhang 025 (CoRR, 2025)

Advancing real-time infectious disease forecasting using large language models. - Hongru Du; Yang Zhao 013; Jianan Zhao 002; Shaochong Xu; Xihong Lin; Yiran Chen 001; Lauren M. Gardner; Hao (Frank) Yang (Nat. Comput. Sci., 2025)

CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs. - Jingyu Pan; Isaac Jacobson; Zheng Zhao; Tung-Chieh Chen; Guanglei Zhou; Chen-Chia Chang; Vineet Rashingkar; Yiran Chen 001 (CoRR, 2025)

SADA: Stability-guided Adaptive Diffusion Acceleration. - Ting Jiang; Yixiao Wang; Hancheng Ye; Zishan Shao; Jingwei Sun 002; Jingyang Zhang; Zekai Chen; Jianyi Zhang; Yiran Chen 001; Hai Li 001 (CoRR, 2025)

MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization. - Yiting Wang; Wanghao Ye; Yexiao He; Yiran Chen 001; Gang Qu 001; Ang Li 005 (CoRR, 2025)

AutoEDA: Enabling EDA Flow Automation through Microservice-Based LLM Agents. - Yiyi Lu; Hoiian Au; Junyao Zhang; Jingyu Pan; Yiting Wang; Ang Li 005; Jianyi Zhang; Yiran Chen 001 (CoRR, 2025)

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. - Zishan Shao; Yixiao Wang; Qinsi Wang; Ting Jiang; Zhixu Du; Hancheng Ye; Danyang Zhuo; Yiran Chen 001; Hai Li 001 (CoRR, 2025)

MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM. - Bokyung Kim; Qijia Huang; Brady Taylor; Qilin Zheng; Jonathan Ku; Yiran Chen 001; Hai Li 001 (IEEE Trans. Biomed. Circuits Syst., 2025)

Advancements in Content-Addressable Memory (CAM) Circuits: State-of-the-Art, Applications, and Future Directions in the AI Domain. - Tergel Molom-Ochir; Brady Taylor; Hai Li 001; Yiran Chen 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

Towards Automated Model Design on Recommender Systems. - Tunhou Zhang; Dehua Cheng; Yuchen He; Zhengxing Chen; Xiaoliang Dai; Liang Xiong; Yudong Liu; Feng Cheng; Yufan Cao 002; Feng Yan 001; Hai Li 001; Yiran Chen 001; et al. (Trans. Recomm. Syst., 2025)