Process-Invariant Current Source Design: Methodology and Examples. - Anand Pappu; Xuan Zhang 001; Andre V. Harrison; Alyssa B. Apsel (IEEE J. Solid State Circuits, 2007)

Low variation current source for 90nm CMOS. - Xuan Zhang 001; Anand Pappu; Alyssa B. Apsel (ISCAS, 2008)

A low variation GHz ring oscillator with addition-based current source. - Xuan Zhang 001; Alyssa B. Apsel (ESSCIRC, 2009)

A Process Compensated 3-GHz Ring Oscillator. - Xuan Zhang 001; Alyssa B. Apsel (ISCAS, 2009)

Process variation compensation of a 4.6 GHz LNA in 65nm CMOS. - Mustansir Yunus Mukadam; Oscar da Costa Gouveia-Filho; Xuan Zhang 001; Alyssa B. Apsel (ISCAS, 2010)

A successive approximation based process-invariant ring oscillator. - Xuan Zhang 001; Rajeev K. Dokania; Mustansir Yunus Mukadam; Alyssa B. Apsel (ISCAS, 2010)

Process Compensation Loops for High Speed Ring Oscillators in Sub-Micron CMOS. - Xuan Zhang 001; Mustansir Yunus Mukadam; Ishita Mukhopadhyay; Alyssa B. Apsel (IEEE J. Emerg. Sel. Topics Circuits Syst., 2011)

A Low-Power, Process-and- Temperature- Compensated Ring Oscillator With Addition-Based Current Source. - Xuan Zhang 001; Alyssa B. Apsel (IEEE Trans. Circuits Syst. I Regul. Pap., 2011)

A 46-µW Self-Calibrated Gigahertz VCO for Low-Power Radios. - Xuan Zhang 001; Ishita Mukhopadhyay; Rajeev K. Dokania; Alyssa B. Apsel (IEEE Trans. Circuits Syst. II Express Briefs, 2011)

Improving Absolute Accuracy of Integrated Resistors With Device Diversification. - Xuan Zhang 001; Bojiong Ni; Ishita Mukhopadhyay; Alyssa B. Apsel (IEEE Trans. Circuits Syst. II Express Briefs, 2012)

A fully integrated battery-connected switched-capacitor 4: 1 voltage regulator with 70% peak efficiency using bottom-plate charge recycling. - Tao Tong; Xuan Zhang 001; Wonyoung Kim; David M. Brooks; Gu-Yeon Wei (CICC, 2013)

Supply-noise resilient adaptive clocking for battery-powered aerial microrobotic System-on-Chip in 40nm CMOS. - Xuan Zhang 001; Tao Tong; David M. Brooks; Gu-Yeon Wei (CICC, 2013)

Characterizing and evaluating voltage noise in multi-core near-threshold processors. - Xuan Zhang 001; Tao Tong; Svilen Kanev; Sae Kyu Lee; Gu-Yeon Wei; David M. Brooks (ISLPED, 2013)

Evaluating Adaptive Clocking for Supply-Noise Resilience in Battery-Powered Aerial Microrobotic System-on-Chip. - Xuan Zhang 001; Tao Tong; David M. Brooks; Gu-Yeon Wei (IEEE Trans. Circuits Syst. I Regul. Pap., 2014)

Low-Power, Minimally Invasive Process Compensation Technique for Sub-Micron CMOS Amplifiers. - Mustansir Yunus Mukadam; Oscar da Costa Gouveia-Filho; Nicholas Kramer; Xuan Zhang 001; Alyssa B. Apsel (IEEE Trans. Very Large Scale Integr. Syst., 2014)

A power electronics unit to drive piezoelectric actuators for flying microrobots. - Mario Lok; Xuan Zhang 001; Elizabeth Farrell Helbling; Robert J. Wood; David M. Brooks; Gu-Yeon Wei (CICC, 2015)

A 16-core voltage-stacked system with an integrated switched-capacitor DC-DC converter. - Sae Kyu Lee; Tao Tong; Xuan Zhang 001; David M. Brooks; Gu-Yeon Wei (VLSIC, 2015)

A multi-chip system optimized for insect-scale flapping-wing robots. - Xuan Zhang 001; Mario Lok; Tao Tong; Simon Chaput; Sae Kyu Lee; Brandon Reagen; Hyunkwang Lee; David M. Brooks; Gu-Yeon Wei (VLSIC, 2015)

A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications. - Tao Tong; Sae Kyu Lee; Xuan Zhang 001; David M. Brooks; Gu-Yeon Wei (IEEE J. Solid State Circuits, 2016)

Ivory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators. - An Zou; Jingwen Leng; Yazhou Zu; Tao Tong; Vijay Janapa Reddi; David M. Brooks; Gu-Yeon Wei; Xuan Zhang 001 (DAC, 2017)

Variance-based digital logic for energy harvesting Internet-of-Things. - Sri Harsha Kondapalli; Xuan Zhang 001; Shantanu Chakrabartty (ISCAS, 2017)

Energy-dissipation Limits in Variance-based Computing. - Sri Harsha Kondapalli; Xuan Zhang 001; Shantanu Chakrabartty (CoRR, 2017)

A Fully Integrated Battery-Powered System-on-Chip in 40-nm CMOS for Closed-Loop Control of Insect-Scale Pico-Aerial Vehicle. - Xuan Zhang 001; Mario Lok; Tao Tong; Sae Kyu Lee; Brandon Reagen; Simon Chaput; Pierre-Emile J. Duhamel; Robert J. Wood; David M. Brooks; Gu-Yeon Wei (IEEE J. Solid State Circuits, 2017)

A 16-Core Voltage-Stacked System With Adaptive Clocking and an Integrated Switched-Capacitor DC-DC Converter. - Sae Kyu Lee; Tao Tong; Xuan Zhang 001; David M. Brooks; Gu-Yeon Wei (IEEE Trans. Very Large Scale Integr. Syst., 2017)

RiskCap: Minimizing Effort of Error Regulation for Approximate Computing. - Shuhao Jiang; Jiajun Li; Xin He; Guihai Yan; Xuan Zhang 001; Xiaowei Li 001 (ATS, 2018)

SRAM based opportunistic energy efficiency improvement in dual-supply near-threshold processors. - Yunfei Gu; Dengxue Yan; Vaibhav Verma; Mircea R. Stan; Xuan Zhang 001 (DAC, 2018)

Efficient and reliable power delivery in voltage-stacked manycore system with hybrid charge-recycling regulators. - An Zou; Jingwen Leng; Xin He; Yazhou Zu; Vijay Janapa Reddi; Xuan Zhang 001 (DAC, 2018)

AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference. - Xin He; Liu Ke 001; Wenyan Lu; Guihai Yan; Xuan Zhang 001 (ISLPED, 2018)

NNest: Early-Stage Design Space Exploration Tool for Neural Network Inference Accelerators. - Liu Ke 001; Xin He; Xuan Zhang 001 (ISLPED, 2018)

Voltage-Stacked GPUs: A Control Theory Driven Cross-Layer Solution for Practical Voltage Stacking in GPUs. - An Zou; Jingwen Leng; Xin He; Yazhou Zu; Christopher D. Gill; Vijay Janapa Reddi; Xuan Zhang 001 (MICRO, 2018)

Joint Design of Training and Hardware Towards Efficient and Accuracy-Scalable Neural Network Inference. - Xin He; Wenyan Lu; Guihai Yan; Xuan Zhang 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2018)

NeuADC: Neural Network-Inspired RRAM-Based Synthesizable Analog-to-Digital Conversion with Reconfigurable Quantization Support. - Weidong Cao 001; Xin He; Ayan Chakrabarti; Xuan Zhang 001 (DATE, 2019)

When Capacitors Attack: Formal Method Driven Design and Detection of Charge-Domain Trojans. - Xiaolong Guo; Huifeng Zhu; Yier Jin; Xuan Zhang 001 (DATE, 2019)

SparseBNN: Joint Algorithm/Hardware Optimization to Exploit Structured Sparsity in Binary Neural Network. - Xin He; Liu Ke 001; Xuan Zhang 001 (FPGA, 2019)

Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices. - Weidong Cao 001; Liu Ke 001; Ayan Chakrabarti; Xuan Zhang 001 (ICCAD, 2019)

Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models. - Adith Boloor; Xin He; Christopher D. Gill; Yevgeniy Vorobeychik; Xuan Zhang 001 (ICESS, 2019)

The Architectural Implications of Facebook's DNN-based Personalized Recommendation. - Udit Gupta; Xiaodong Wang 020; Maxim Naumov; Carole-Jean Wu; Brandon Reagen; David Brooks 001; Bradford Cottel; Kim M. Hazelwood; Bill Jia; Hsien-Hsin S. Lee; Andrey Malevich; Dheevatsa Mudigere; et al. (CoRR, 2019)

PowerScout: A Security-Oriented Power Delivery Network Modeling Framework for Cross-Domain Side-Channel Analysis. - Huifeng Zhu; Xiaolong Guo; Yier Jin; Xuan Zhang 001 (AsianHOST, 2020)

FLASH: FPGA Locality-Aware Sensitive Hash for Nearest Neighbor Search and Clustering Application. - Wei Yan 005; Fatemeh Tehranipoor; Xuan Zhang 001; John A. Chandy (FPL, 2020)

Bit2RNG: Leveraging Bad-page Initialized Table with Bit-error Insertion for True Random Number Generation in Commodity Flash Memory. - Wei Yan 005; Huifeng Zhu; Zhiyuan Yu 001; Fatemeh Tehranipoor; John A. Chandy; Ning Zhang 017; Xuan Zhang 001 (HOST, 2020)

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation. - Udit Gupta; Carole-Jean Wu; Xiaodong Wang 020; Maxim Naumov; Brandon Reagen; David Brooks 001; Bradford Cottel; Kim M. Hazelwood; Mark Hempstead; Bill Jia; Hsien-Hsin S. Lee; Andrey Malevich; et al. (HPCA, 2020)

Chip-to-chip Optical Data Communications using Polarization Division Multiplexing. - Darko Ivanovich; Chenfeng Zhao; Xuan Zhang 001; Roger D. Chamberlain; Amit Deliwala; Viktor Gruev (HPEC, 2020)

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing. - Liu Ke 001; Udit Gupta; Benjamin Youngjae Cho; David Brooks 001; Vikas Chandra; Utku Diril; Amin Firoozshahian; Kim M. Hazelwood; Bill Jia; Hsien-Hsin S. Lee; Meng Li 004; Bert Maher; et al. (ISCA, 2020)

F-LEMMA: Fast Learning-based Energy Management for Multi-/Many-core Processors. - An Zou; Karthik Garimella; Benjamin Lee; Christopher D. Gill; Xuan Zhang 001 (MLCAD, 2020)

Real-Time Scheduling upon a Host-Centric Acceleration Architecture with Data Offloading. - Jinghao Sun; Jing Li 025; Zhishan Guo; An Zou; Xuan Zhang 001; Kunal Agrawal 001; Sanjoy K. Baruah (RTAS, 2020)

Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing. - Jinghan Yang; Adith Boloor; Ayan Chakrabarti; Xuan Zhang 001; Yevgeniy Vorobeychik (CoRR, 2020)

A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks. - Xin He; Guihai Yan; Wenyan Lu; Xuan Zhang 001; Liu Ke 001 (IEEE Des. Test, 2020)

Attacking vision-based perception in end-to-end autonomous driving models. - Adith Boloor; Karthik Garimella; Xin He; Christopher D. Gill; Yevgeniy Vorobeychik; Xuan Zhang 001 (J. Syst. Archit., 2020)

NeuADC: Neural Network-Inspired Synthesizable Analog-to-Digital Conversion. - Weidong Cao 001; Xin He; Ayan Chakrabarti; Xuan Zhang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Voltage-Stacked Power Delivery Systems: Reliability, Efficiency, and Power Management. - An Zou; Jingwen Leng; Xin He; Yazhou Zu; Christopher D. Gill; Vijay Janapa Reddi; Xuan Zhang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Processing Near Sensor Architecture in Mixed-Signal Domain With CMOS Image Sensor of Convolutional-Kernel-Readout Method. - Zhe Chen; Xinjun Liu; Huazhong Yang; Huifeng Zhu; Erxiang Ren; Zheyu Liu; Kaige Jia; Li Luo; Xuan Zhang 001; Qi Wei 001; Fei Qiao (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

PCBChain: Lightweight Reconfigurable Blockchain Primitives for Secure IoT Applications. - Wei Yan 005; Ning Zhang 017; Laurent L. Njilla; Xuan Zhang 001 (IEEE Trans. Very Large Scale Integr. Syst., 2020)

PCBench: Benchmarking of Board-Level Hardware Attacks and Trojans. - Huifeng Zhu; Xiaolong Guo; Yier Jin; Xuan Zhang 001 (ASP-DAC, 2021)

Research Challenges for Combined Autonomy, AI, and Real-Time Assurance. - Tarek F. Abdelzaher; Sanjoy K. Baruah; Chris Gill 001; Yevgeniy Vorobeychik; Ning Zhang 017; Xuan Zhang 001 (CogMI, 2021)

Quantifying Rowhammer Vulnerability for DRAM Security. - Yichen Jiang; Huifeng Zhu; Dean Sullivan; Xiaolong Guo; Xuan Zhang 001; Yier Jin (DAC, 2021)

TRRScope: Understanding Target Row Refresh Mechanism for Modern DDR Protection. - Yichen Jiang; Huifeng Zhu; Haoqi Shan; Xiaolong Guo; Xuan Zhang 001; Yier Jin (HOST, 2021)

Can Optical Trojans Assist Adversarial Perturbations? - Adith Boloor; Tong Wu 010; Patrick Naughton; Ayan Chakrabarti; Xuan Zhang 001; Yevgeniy Vorobeychik (ICCVW, 2021)

SecNDP: Secure Near-Data Processing with Untrusted Memory. - Wenjie Xiong 001; Liu Ke 001; Dimitrije Jankov; Michael Kounavis; Xiaochen Wang; Eric Northup; Jie Amy Yang; Bilge Acun; Carole-Jean Wu; Ping Tak Peter Tang; G. Edward Suh; Xuan Zhang 001; et al. (IACR Cryptol. ePrint Arch., 2021)

System-level Early-stage Modeling and Evaluation of IVR-assisted Processor Power Delivery System. - An Zou; Huifeng Zhu; Jingwen Leng; Xin He; Vijay Janapa Reddi; Christopher D. Gill; Xuan Zhang 001 (ACM Trans. Archit. Code Optim., 2021)

Evaluating Neural Network-Inspired Analog-to-Digital Conversion With Low-Precision RRAM. - Weidong Cao 001; Liu Ke 001; Ayan Chakrabarti; Xuan Zhang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Domain knowledge-infused deep learning for automated analog/radio-frequency circuit parameter optimization. - Weidong Cao 001; Mouhacine Benosman; Xuan Zhang 001; Rui Ma (DAC, 2022)

Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation. - Liu Ke 001; Udit Gupta; Mark Hempstead; Carole-Jean Wu; Hsien-Hsin S. Lee; Xuan Zhang 001 (HPCA, 2022)

Gzippo: Highly-Compact Processing-in-Memory Graph Accelerator Alleviating Sparsity and Redundancy. - Xing Li; Rachata Ausavarungnirun; Xiao Liu 033; Xueyuan Liu 001; Xuan Zhang 001; Heng Lu; Zhuoran Song; Naifeng Jing; Xiaoyao Liang (ICCAD, 2022)

PowerTouch: A Security Objective-Guided Automation Framework for Generating Wired Ghost Touch Attacks on Touchscreens. - Huifeng Zhu; Zhiyuan Yu 001; Weidong Cao 001; Ning Zhang 017; Xuan Zhang 001 (ICCAD, 2022)

MeNDA: a near-memory multi-way merge solution for sparse transposition and dataflows. - Siying Feng; Xin He; Kuan-Yu Chen 001; Liu Ke 001; Xuan Zhang 001; David T. Blaauw; Trevor N. Mudge; Ronald G. Dreslinski (ISCA, 2022)

HOGEye: Neural Approximation of HOG Feature Extraction in RRAM-Based 3D-Stacked Image Sensors. - Tianrui Ma; Weidong Cao 001; Fei Qiao; Ayan Chakrabarti; Xuan Zhang 001 (ISLPED, 2022)

Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning. - Weidong Cao 001; Mouhacine Benosman; Xuan Zhang 001; Rui Ma (CoRR, 2022)

Demonstration of fully integrated parity-time-symmetric electronics. - Weidong Cao 001; Changqing Wang; Weijian Chen; Song Hu; Hua Wang; Lan Yang 005; Xuan Zhang 001 (CoRR, 2022)

DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation. - Liu Ke 001; Xuan Zhang 001; Benjamin Lee; G. Edward Suh; Hsien-Hsin S. Lee (CoRR, 2022)

Executing Data Integration Effectively and Efficiently Near the Memory. - Chenfeng Zhao; Xuan Zhang 001; Roger D. Chamberlain (IEEE Des. Test, 2022)

Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM. - Liu Ke 001; Xuan Zhang 001; Jinin So; Jong-Geon Lee; Shinhaeng Kang; Sukhan Lee 002; Songyi Han; YeonGon Cho; Jin Hyun Kim; Yongsuk Kwon; KyungSoo Kim 003; Jin Jung; et al. (IEEE Micro, 2022)

Neural-PIM: Efficient Processing-In-Memory With Neural Approximation of Peripherals. - Weidong Cao 001; Yilong Zhao; Adith Boloor; Yinhe Han 001; Xuan Zhang 001; Li Jiang 002 (IEEE Trans. Computers, 2022)

SuperCut: Communication-Aware Partitioning for Near-Memory Graph Processing. - Chenfeng Zhao; Roger D. Chamberlain; Xuan Zhang 001 (CF, 2023)

RoSE: Robust Analog Circuit Parameter Optimization with Sampling-Efficient Reinforcement Learning. - Jian Gao; Weidong Cao 001; Xuan Zhang 001 (DAC, 2023)

Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification. - Yu Feng 007; Tianrui Ma; Adith Boloor; Yuhao Zhu 001; Xuan Zhang 001 (ICCAD, 2023)

PDNSig: Identifying Multi-Tenant Cloud FPGAs with Power Distribution Network-Based Signatures. - Huifeng Zhu; Weidong Cao 001; Xuan Zhang 001 (ICCAD, 2023)

HyAcc: A Hybrid CAM-MAC RRAM-based Accelerator for Recommendation Model. - Xuan Zhang 001; Zhuoran Song; Xing Li; Zhezhi He; Li Jiang 002; Naifeng Jing; Xiaoyao Liang (ICCD, 2023)

GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. - Chenfeng Zhao; Zehao Dong; Yixin Chen 001; Xuan Zhang 001; Roger D. Chamberlain (ICCD, 2023)

CktGNN: Circuit Graph Neural Network for Electronic Design Automation. - Zehao Dong; Weidong Cao 001; Muhan Zhang; Dacheng Tao; Yixin Chen 001; Xuan Zhang 001 (ICLR, 2023)

CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing. - Tianrui Ma; Yu Feng 007; Xuan Zhang 001; Yuhao Zhu 001 (ISCA, 2023)

LeCA: In-Sensor Learned Compressive Acquisition for Efficient Machine Vision on the Edge. - Tianrui Ma; Adith Jagadish Boloor; Xiangxing Yang; Weidong Cao 001; Patrick Williams; Nan Sun 001; Ayan Chakrabarti; Xuan Zhang 001 (ISCA, 2023)

Non-Hermitian Physics-Inspired Voltage-Controlled Oscillators with Resistive Tuning. - Weidong Cao 001; Hua Wang; Xuan Zhang 001 (ISCAS, 2023)

A/D Alleviator: Reducing Analog-to-Digital Conversions in Compute-In-Memory with Augmented Analog Accumulation. - Weidong Cao 001; Xuan Zhang 001 (ISCAS, 2023)

Energy Efficient Real-Time Scheduling on Heterogeneous Architectures with Self-Suspension. - Wenwen Xu; Zheyu Zhang; Yuankai Xu; Jing Li 025; Yehan Ma; Yier Jin; Christopher D. Gill; Xuan Zhang 001; An Zou (ISLPED, 2023)

Hardware Acceleration with Zero-Copy Memory Management for Heterogeneous Computing. - Oren Bell; Chris Gill 001; Xuan Zhang 001 (RTCSA, 2023)

PDNPulse: Sensing PCB Anomaly With the Intrinsic Power Delivery Network. - Huifeng Zhu; Haoqi Shan; Dean Sullivan; Xiaolong Guo; Yier Jin; Xuan Zhang 001 (IEEE Trans. Inf. Forensics Secur., 2023)

F-LEMMA: Fast Learning-Based Energy Management for Multi-/Many-Core Processors. - An Zou; Yehan Ma; Karthik Garimella; Benjamin Lee; Christopher D. Gill; Xuan Zhang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks With Fine-Grain Utilization. - An Zou; Jing Li 025; Christopher D. Gill; Xuan Zhang 001 (IEEE Trans. Parallel Distributed Syst., 2023)

Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge. - Weimin Fu; Shijie Li 009; Yifang Zhao; Haocheng Ma; Raj Gautam Dutta; Xuan Zhang 001; Kaichen Yang; Yier Jin; Xiaolong Guo (ASPDAC, 2024)

Addition is Most You Need: Efficient Floating-Point SRAM Compute-in-Memory by Harnessing Mantissa Addition. - Weidong Cao 001; Jian Gao; Xin Xin 008; Xuan Zhang 001 (DAC, 2024)

Watt: A Write-Optimized RRAM-Based Accelerator for Attention. - Xuan Zhang 001; Zhuoran Song; Xing Li; Zhezhi He; Naifeng Jing; Li Jiang 002; Xiaoyao Liang (Euro-Par (2), 2024)

Early: An Importance-Aware Early Firing and Exit for SNN Acceleration. - Xuan Zhang 001; Zhuoran Song; Peng Zhou; Xing Li; Xueyuan Liu 001; Xiaolong Lin; Zhezhi He; Li Jiang 002; Naifeng Jing; Xiaoyao Liang (ICCD, 2024)

BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. - Yu Feng 007; Tianrui Ma; Yuhao Zhu 001; Xuan Zhang 001 (ISCA, 2024)

PowerScout: Security-Oriented Power Delivery Network Modeling for Side-Channel Vulnerability Analysis. - Huifeng Zhu; Xiaolong Guo; Yier Jin; Xuan Zhang 001 (IEEE Trans. Emerg. Top. Comput., 2024)

Janus: A Flexible Processing-in-Memory Graph Accelerator Toward Sparsity. - Xing Li; Zhuoran Song; Rachata Ausavarungnirun; Xiao Liu 033; Xueyuan Liu 001; Xuan Zhang 001; Xuhang Wang; Jiayao Ling; Gang Li 015; Naifeng Jing; Xiaoyao Liang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Light-DiT: An Importance-Aware Dynamic Compression Framework for Diffusion Transformers. - Cheng Gu; Gang Li 015; Xuan Zhang 001; Jiayao Ling; Xiaolong Lin; Zhuoran Song; Jian Cheng 001; Xiaoyao Liang (Euro-Par (2), 2025)

AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies. - Jian Gao; Weidong Cao 001; Junyi Yang; Xuan Zhang 001 (ICLR, 2025)

MATCH: Real-Time Scheduling of Multiple and Parallel Data Copies in Heterogeneous Architectures. - Yinchen Ni; Yuankai Xu; Jintao Chen; Jing Li 025; Chris Gill 001; Xuan Zhang 001; Yier Jin; An Zou (RTAS, 2025)

PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation. - Adith Boloor; Weikai Lin; Tianrui Ma; Yu Feng 007; Yuhao Zhu 001; Xuan Zhang 001 (WACV, 2025)

Accelerating Confidential Recommendation Model Inference With Near-Memory Processing. - Wenjie Xiong 001; Liu Ke 001; Maxim Ostapenko; Yongmin Tai; Yeongon Cho; Joon-Ho Song; Jinin So; Kyungsoo Kim 003; Yongsuk Kwon; Jin Jung; Jieun Lee; Byeongho Kim; et al. (IEEE Trans. Dependable Secur. Comput., 2025)

HLPerf: Demystifying the Performance of HLS-based Graph Neural Networks with Dataflow Architectures. - Chenfeng Zhao; Clayton J. Faber; Roger D. Chamberlain; Xuan Zhang 001 (ACM Trans. Reconfigurable Technol. Syst., 2025)

RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization With Knowledge-Infused Reinforcement Learning. - Weidong Cao 001; Jian Gao; Tianrui Ma; Rui Ma; Mouhacine Benosman; Xuan Zhang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

A Generalize Hardware Debugging Approach for Large Language Models Semi-Synthetic, Datasets. - Weimin Fu; Shijie Li 009; Yifang Zhao; Kaichen Yang; Xuan Zhang 001; Yier Jin; Xiaolong Guo (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

SnapPix: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision. - Weikai Lin; Tianrui Ma; Adith Boloor; Yu Feng 007; Ruofan Xing; Xuan Zhang 001; Yuhao Zhu 001 (CoRR, 2025)

A Survey of Real-time Scheduling on Accelerator-based Heterogeneous Architecture for Time Critical Applications. - An Zou; Yuankai Xu; Yinchen Ni; Jintao Chen; Yehan Ma; Jing Li 025; Christopher Gill 001; Xuan Zhang 001; Yier Jin (CoRR, 2025)