QoS for Networked Heterogeneous Real-Time Embedded Systems. - Meikang Qiu; Jiande Wu; Chun Jason Xue; Jingtong Hu; Wei-Che Tseng; Edwin Hsing-Mean Sha (PDCCS, 2008)

Dynamic and Leakage Power Minimization with Loop Voltage Scheduling and Assignment. - Meikang Qiu; Jiande Wu; Jingtong Hu; Yi He 001; Edwin Hsing-Mean Sha (EUC (1), 2008)

Loop scheduling and assignment to minimize energy while hiding latency for heterogeneous multi-bank memory. - Meikang Qiu; Jiande Wu; Chun Jason Xue; Jingtong Hu; Wei-Che Tseng; Edwin Hsing-Mean Sha (FPL, 2008)

Address assignment sensitive variable partitioning and scheduling for DSPS with multiple memory banks. - Chun Jason Xue; Tiantian Liu 001; Zili Shao; Jingtong Hu; Zhiping Jia; Weijia Jia 001; Edwin Hsing-Mean Sha (ICASSP, 2008)

Minimizing Transferred Data for Code Update on Wireless Sensor Network. - Jingtong Hu; Chun Jason Xue; Meikang Qiu; Wei-Che Tseng; Cathy Qun Xu; Lei Zhang 194; Edwin Hsing-Mean Sha (WASA, 2008)

Timing optimization via nest-loop pipelining considering code size. - Qingfeng Zhuge; Chun Jason Xue; Meikang Qiu; Jingtong Hu; Edwin Hsing-Mean Sha (Microprocess. Microsystems, 2008)

Minimizing Memory Access Schedule for Memories. - Jingtong Hu; Chun Jason Xue; Wei-Che Tseng; Meikang Qiu; Yingchao Zhao 001; Edwin Hsing-Mean Sha (ICPADS, 2009)

Energy Minimization and Latency Hiding for Heterogeneous Parallel Memory. - Meikang Qiu; Gang Wu 008; Jingtong Hu; Wei-Che Tseng; Edwin Hsing-Mean Sha (ICPADS, 2009)

Reprogramming with Minimal Transferred Data on Wireless Sensor Network. - Jingtong Hu; Chun Xue 001; Yi He 001; Edwin Hsing-Mean Sha (MASS, 2009)

Optimizing scheduling and intercluster connection for application-specific DSP processors. - Cathy Qun Xu; Chun Jason Xue; Jingtong Hu; Edwin Hsing-Mean Sha (IEEE Trans. Signal Process., 2009)

Impacts of Inaccurate Information on Resource Allocation for Multi-Core Embedded Systems. - Jiayin Li; Meikang Qiu; Jianwei Niu 002; Meiqin Liu 001; Bin Wang 002; Jingtong Hu (CIT, 2010)

Reducing write activities on non-volatile memories in embedded CMPs via data migration and recomputation. - Jingtong Hu; Chun Jason Xue; Wei-Che Tseng; Yi He 001; Meikang Qiu; Edwin Hsing-Mean Sha (DAC, 2010)

Write activity reduction on flash main memory via smart victim cache. - Liang Shi 001; Chun Jason Xue; Jingtong Hu; Wei-Che Tseng; Xuehai Zhou; Edwin Hsing-Mean Sha (ACM Great Lakes Symposium on VLSI, 2010)

Minimizing write activities to non-volatile memory via scheduling and recomputation. - Jingtong Hu; Chun Jason Xue; Wei-Che Tseng; Qingfeng Zhuge; Edwin Hsing-Mean Sha (SASP, 2010)

Optimal scheduling to minimize non-volatile memory access time with hardware cache. - Wei-Che Tseng; Chun Jason Xue; Qingfeng Zhuge; Jingtong Hu; Edwin Hsing-Mean Sha (VLSI-SoC, 2010)

Algorithms for Optimally Arranging Multicore Memory Structures. - Wei-Che Tseng; Jingtong Hu; Qingfeng Zhuge; Yi He 001; Edwin Hsing-Mean Sha (EURASIP J. Embed. Syst., 2010)

Iterational retiming with partitioning: Loop scheduling with complete memory latency hiding. - Chun Jason Xue; Jingtong Hu; Zili Shao; Edwin Hsing-Mean Sha (ACM Trans. Embed. Comput. Syst., 2010)

Towards energy efficient hybrid on-chip Scratch Pad Memory with non-volatile memory. - Jingtong Hu; Chun Jason Xue; Qingfeng Zhuge; Wei-Che Tseng; Edwin Hsing-Mean Sha (DATE, 2011)

Optimal Data Allocation for Scratch-Pad Memory on Embedded Multi-core Systems. - Yibo Guo; Qingfeng Zhuge; Jingtong Hu; Meikang Qiu; Edwin Hsing-Mean Sha (ICPP, 2011)

Optimal Data Placement for Memory Architectures with Scratch-Pad Memories. - Yibo Guo; Qingfeng Zhuge; Jingtong Hu; Edwin Hsing-Mean Sha (TrustCom, 2011)

Write Activity Minimization for Nonvolatile Main Memory Via Scheduling and Recomputation. - Jingtong Hu; Wei-Che Tseng; Chun Jason Xue; Qingfeng Zhuge; Yingchao Zhao 001; Edwin Hsing-Mean Sha (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

MGC: Multiple graph-coloring for non-volatile memory based hybrid Scratchpad Memory. - Qing'an Li; Yingchao Zhao 001; Jingtong Hu; Chun Jason Xue; Edwin Hsing-Mean Sha; Yanxiang He (Interaction between Compilers and Computer Architectures, 2012)

PRR: A low-overhead cache replacement algorithm for embedded processors. - Wei-Che Tseng; Chun Jason Xue; Qingfeng Zhuge; Jingtong Hu; Edwin Hsing-Mean Sha (ASP-DAC, 2012)

Efficient Task Assignment on Heterogeneous Multicore Systems Considering Communication Overhead. - Li Wang; Jing Liu; Jingtong Hu; Qingfeng Zhuge; Duo Liu; Edwin Hsing-Mean Sha (ICA3PP (1), 2012)

Loop scheduling optimization for chip-multiprocessors with non-volatile main memory. - Yan Wang 022; Jiayi Du; Jingtong Hu; Qingfeng Zhuge; Edwin Hsing-Mean Sha (ICASSP, 2012)

CAR: Securing PCM Main Memory System with Cache Address Remapping. - Gang Wu 008; Huxing Zhang; Yaozu Dong; Jingtong Hu (ICPADS, 2012)

Optimizing Data Allocation and Memory Configuration for Non-Volatile Memory Based Hybrid SPM on Embedded CMPs. - Jingtong Hu; Qingfeng Zhuge; Chun Jason Xue; Wei-Che Tseng; Edwin Hsing-Mean Sha (IPDPS Workshops, 2012)

Optimal Assignment for Tree-Structure Task Graph on Heterogeneous Multicore Systems Considering Time Constraint. - Li Wang; Jing Liu; Jingtong Hu; Qingfeng Zhuge; Edwin Hsing-Mean Sha (MCSoC, 2012)

Memory access schedule minimization for embedded systems. - Jingtong Hu; Chun Jason Xue; Wei-Che Tseng; Qingfeng Zhuge; Yingchao Zhao 001; Edwin Hsing-Mean Sha (J. Syst. Archit., 2012)

Randomized execution algorithms for smart cards to resist power analysis attacks. - Daigu Zhang; Xiaofeng Liao 001; Meikang Qiu; Jingtong Hu; Edwin Hsing-Mean Sha (J. Syst. Archit., 2012)

Minimizing Access Cost for Multiple Types of Memory Units in Embedded Systems Through Data Allocation and Scheduling. - Qingfeng Zhuge; Yibo Guo; Jingtong Hu; Wei-Che Tseng; Chun Jason Xue; Edwin Hsing-Mean Sha (IEEE Trans. Signal Process., 2012)

Software enabled wear-leveling for hybrid PCM main memory on embedded systems. - Jingtong Hu; Qingfeng Zhuge; Chun Jason Xue; Wei-Che Tseng; Edwin Hsing-Mean Sha (DATE, 2013)

Efficient task assignment and scheduling for MPSoC DSPS with VS-SPM considering concurrent accesses through data allocation. - Shouzhen Gu; Qingfeng Zhuge; Jingtong Hu; Juan Yi; Edwin Hsing-Mean Sha (ICASSP, 2013)

A space-based wear leveling for PCM-based embedded systems. - Linbo Long; Duo Liu; Jingtong Hu; Shouzhen Gu; Qingfeng Zhuge; Edwin Hsing-Mean Sha (RTCSA, 2013)

Optimizing task assignment for heterogeneous multiprocessor system with guaranteed reliability and timing constraint. - Juan Yi; Qingfeng Zhuge; Jingtong Hu; Shouzhen Gu; Mingwen Qin; Edwin Hsing-Mean Sha (RTCSA, 2013)

Optimal data allocation algorithm for loop-centric applications on scratch-PAD memories. - Yibo Guo; Qingfeng Zhuge; Jun Zhang; Jingtong Hu; Edwin Hsing-Mean Sha (SiPS, 2013)

Minimizing accumulative memory load cost on multi-core DSPs with multi-level memory. - Jingtong Hu; Yi He 001; Qingfeng Zhuge; Edwin Hsing-Mean Sha; Chun Jason Xue; Yingchao Zhao 001 (J. Syst. Archit., 2013)

Energy-aware preemptive scheduling algorithm for sporadic tasks on DVS platform. - Jing Mei; Kenli Li 001; Jingtong Hu; Shu Yin 001; Edwin Hsing-Mean Sha (Microprocess. Microsystems, 2013)

Data Placement and Duplication for Embedded Multicore Systems With Scratch Pad Memory. - Yibo Guo; Qingfeng Zhuge; Jingtong Hu; Juan Yi; Meikang Qiu; Edwin Hsing-Mean Sha (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013)

Write activity reduction on non-volatile main memories for embedded chip multiprocessors. - Jingtong Hu; Chun Jason Xue; Qingfeng Zhuge; Wei-Che Tseng; Edwin Hsing-Mean Sha (ACM Trans. Embed. Comput. Syst., 2013)

Data Allocation Optimization for Hybrid Scratch Pad Memory With SRAM and Nonvolatile Memory. - Jingtong Hu; Chun Jason Xue; Qingfeng Zhuge; Wei-Che Tseng; Edwin Hsing-Mean Sha (IEEE Trans. Very Large Scale Integr. Syst., 2013)

Efficient Loop Scheduling for Chip Multiprocessors with Non-Volatile Main Memory. - Jiayi Du; Yan Wang 022; Qingfeng Zhuge; Jingtong Hu; Edwin Hsing-Mean Sha (J. Signal Process. Syst., 2013)

Algorithms to Minimize Data Transfer for Code Update on Wireless Sensor Network. - Jingtong Hu; Chun Jason Xue; Meikang Qiu; Wei-Che Tseng; Edwin Hsing-Mean Sha (J. Signal Process. Syst., 2013)

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)

Online Data Allocation for Hybrid Memories on Embedded Tele-health Systems. - Meikang Qiu; Longbin Chen; Yongxin Zhu 001; Jingtong Hu; Xiao Qin 001 (HPCC/CSS/ICESS, 2014)

Virtual-machine metadata optimization for I/O traffic reduction in mobile virtualization. - Renhai Chen; Yi Wang 003; Jingtong Hu; Duo Liu; Zili Shao; Yong Guan (NVMSA, 2014)

Minimum-cost data allocation with guaranteed probability on multiple types of memory. - Shouzhen Gu; Qingfeng Zhuge; Jingtong Hu; Juan Yi; Edwin Hsing-Mean Sha (RTCSA, 2014)

Wear-leveling for PCM main memory on embedded system via page management and process scheduling. - Chen Pan; Mimi Xie; Jingtong Hu; Meikang Qiu; Qingfeng Zhuge (RTCSA, 2014)

Non-volatile registers aware instruction selection for embedded systems. - Mimi Xie; Chen Pan; Jingtong Hu; Chun Jason Xue; Qingfeng Zhuge (RTCSA, 2014)

Stream Bench: Towards Benchmarking Modern Distributed Stream Computing Frameworks. - Ruirui Lu; Gang Wu 008; Bin Xie; Jingtong Hu (UCC, 2014)

Efficient grouping-based mapping and scheduling on heterogeneous cluster architectures. - Qunyan Sun; Qingfeng Zhuge; Jingtong Hu; Juan Yi; Edwin Hsing-Mean Sha (Comput. Electr. Eng., 2014)

A genetic algorithm for task scheduling on heterogeneous computing systems using multiple priority queues. - Yuming Xu; Kenli Li 001; Jingtong Hu; Keqin Li 001 (Inf. Sci., 2014)

A space allocation and reuse strategy for PCM-based embedded systems. - Linbo Long; Duo Liu; Jingtong Hu; Shouzhen Gu; Qingfeng Zhuge; Edwin Hsing-Mean Sha (J. Syst. Archit., 2014)

Scheduling to Optimize Cache Utilization for Non-Volatile Main Memories. - Jingtong Hu; Qingfeng Zhuge; Chun Jason Xue; Wei-Che Tseng; Shouzhen Gu; Edwin Hsing-Mean Sha (IEEE Trans. Computers, 2014)

Management and optimization for nonvolatile memory-based hybrid scratchpad memory on multicore embedded processors. - Jingtong Hu; Qingfeng Zhuge; Chun Jason Xue; Wei-Che Tseng; Edwin Hsing-Mean Sha (ACM Trans. Embed. Comput. Syst., 2014)

Minimizing System Cost with Efficient Task Assignment on Heterogeneous Multicore Processors Considering Time Constraint. - Jing Liu; Qingfeng Zhuge; Shouzhen Gu; Jingtong Hu; Guangyu Zhu; Edwin Hsing-Mean Sha (IEEE Trans. Parallel Distributed Syst., 2014)

Unified non-volatile memory and NAND flash memory architecture in smartphones. - Renhai Chen; Yi Wang 003; Jingtong Hu; Duo Liu; Zili Shao; Yong Guan (ASP-DAC, 2015)

Improving performance and lifetime of DRAM-PCM hybrid main memory through a proactive page allocation strategy. - Hoda Aghaei Khouzani; Chengmo Yang; Jingtong Hu (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)

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)

Compiler directed automatic stack trimming for efficient non-volatile processors. - Qing'an Li; Mengying Zhao; Jingtong Hu; Yongpan Liu; Yanxiang He; Chun Jason Xue (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)

Fixing the broken time machine: consistency-aware checkpointing for energy harvesting powered non-volatile processor. - Mimi Xie; Mengying Zhao; Chen Pan; Jingtong Hu; Yongpan Liu; Chun Jason Xue (DAC, 2015)

Software assisted non-volatile register reduction for energy harvesting based cyber-physical system. - Mengying Zhao; Qing'an Li; Mimi Xie; Yongpan Liu; Jingtong Hu; Chun Jason Xue (DATE, 2015)

Nonvolatile main memory aware garbage collection in high-level language virtual machine. - Chen Pan; Mimi Xie; Chengmo Yang; Zili Shao; Jingtong Hu (EMSOFT, 2015)

Fine-tuning CLB placement to speed up reconfigurations in NVM-based FPGAs. - Yuan Xue; Patrick Cronin; Chengmo Yang; Jingtong Hu (FPL, 2015)

Multi-source energy harvesting management and optimization for non-volatile processors. - Soroush Heidari; Caiwen Ding; Yongpan Liu; Yanzhi Wang; Jingtong Hu (IGSC, 2015)

Virtual Machine Image Content Aware I/O Optimization for Mobile Virtualization. - Renhai Chen; Yi Wang 003; Jingtong Hu; Duo Liu; Zili Shao; Yong Guan (HPCC/CSS/ICESS, 2015)

Non-volatile memories in FPGAs: Exploiting logic similarity to accelerate reconfiguration and increase programming cycles. - Yuan Xue; Patrick Cronin; Chengmo Yang; Jingtong Hu (VLSI-SoC, 2015)

Optimizing Task and Data Assignment on Multi-Core Systems with Multi-Port SPMs. - Shouzhen Gu; Qingfeng Zhuge; Juan Yi; Jingtong Hu; Edwin Hsing-Mean Sha (IEEE Trans. Parallel Distributed Syst., 2015)

Low Overhead Software Wear Leveling for Hybrid PCM + DRAM Main Memory on Embedded Systems. - Jingtong Hu; Mimi Xie; Chen Pan; Chun Jason Xue; Qingfeng Zhuge; Edwin Hsing-Mean Sha (IEEE Trans. Very Large Scale Integr. Syst., 2015)

Reliability-Guaranteed Task Assignment and Scheduling for Heterogeneous Multiprocessors Considering Timing Constraint. - Juan Yi; Qingfeng Zhuge; Jingtong Hu; Shouzhen Gu; Mingwen Qin; Edwin Hsing-Mean Sha (J. Signal Process. Syst., 2015)

Peak-to-average pumping efficiency improvement for charge pump in Phase Change Memories. - Huizhang Luo; Jingtong Hu; Liang Shi 001; Chun Jason Xue; Qingfeng Zhuge (ASP-DAC, 2016)

Routing path reuse maximization for efficient NV-FPGA reconfiguration. - Yuan Xue; Patrick Cronin; Chengmo Yang; Jingtong Hu (ASP-DAC, 2016)

Checkpoint aware hybrid cache architecture for NV processor in energy harvesting powered systems. - Mimi Xie; Mengying Zhao; Chen Pan; Hehe Li; Yongpan Liu; Youtao Zhang; Chun Jason Xue; Jingtong Hu (CODES+ISSS, 2016)

Performance-aware task scheduling for energy harvesting nonvolatile processors considering power switching overhead. - Hehe Li; Yongpan Liu; Chenchen Fu; Chun Jason Xue; Donglai Xiang; Jinshan Yue; Jinyang Li 002; Daming Zhang; Jingtong Hu; Huazhong Yang (DAC, 2016)

Two-step state transition minimization for lifetime and performance improvement on MLC STT-RAM. - Huizhang Luo; Jingtong Hu; Liang Shi 001; Chun Jason Xue; Qingfeng Zhuge (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)

Neural Network-based Prediction Algorithms for In-Door Multi-Source Energy Harvesting System for Non-Volatile Processors. - Ning Liu 007; Caiwen Ding; Yanzhi Wang; Jingtong Hu (ACM Great Lakes Symposium on VLSI, 2016)

Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting. - Caiwen Ding; Hongjia Li; Jingtong Hu; Yongpan Liu; Yanzhi Wang (ICCD, 2016)

Multi-source in-door energy harvesting for non-volatile processors. - Caiwen Ding; Soroush Heidari; Yanzhi Wang; Yongpan Liu; Jingtong Hu (ISCAS, 2016)

Redesigning software and systems for non-volatile processors on self-powered devices. - Mengying Zhao; Keni Qiu; Yuan Xie 001; Jingtong Hu; Chun Jason Xue (VLSI-SoC, 2016)

Write Mode Aware Loop Tiling for High Performance Low Power Volatile PCM in Embedded Systems. - Keni Qiu; Qing'an Li; Jingtong Hu; Weigong Zhang; Chun Jason Xue (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)

Image-Content-Aware I/O Optimization for Mobile Virtualization. - Renhai Chen; Yi Wang 003; Jingtong Hu; Duo Liu; Zili Shao; Yong Guan (ACM Trans. Embed. Comput. Syst., 2016)

Wear-Leveling Aware Page Management for Non-Volatile Main Memory on Embedded Systems. - Chen Pan; Shouzhen Gu; Mimi Xie; Yongpan Liu; Chun Jason Xue; Jingtong Hu (IEEE Trans. Multi Scale Comput. Syst., 2016)

Data Allocation with Minimum Cost under Guaranteed Probability for Multiple Types of Memories. - Shouzhen Gu; Qingfeng Zhuge; Juan Yi; Jingtong Hu; Edwin Hsing-Mean Sha (J. Signal Process. Syst., 2016)

Age-aware Logic and Memory Co-Placement for RRAM-FPGAs. - Yuan Xue; Chengmo Yang; Jingtong Hu (DAC, 2017)

CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring: (Invited paper). - Jinyang Li 002; Qingwei Guo; Fang Su; Zhe Yuan; Jinshan Yue; Jingtong Hu; Huazhong Yang; Yongpan Liu (ICCAD, 2017)

Design Exploration for Multiple Level Cell Based Non-Volatile FPGAs. - Ke Liu; Mengying Zhao; Lei Ju 001; Zhiping Jia; Chun Jason Xue; Jingtong Hu (ICCD, 2017)

An Efficient Racetrack Memory-Based Processing-in-Memory Architecture for Convolutional Neural Networks. - Bicheng Liu; Shouzhen Gu; Mingsong Chen 001; Wang Kang; Jingtong Hu; Qingfeng Zhuge; Edwin Hsing-Mean Sha (ISPA/IUCC, 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)

Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs. - Qian Lou; Mengying Zhao; Lei Ju 001; Chun Jason Xue; Jingtong Hu; Zhiping Jia (NVMSA, 2017)

Maximize energy utilization for ultra-low energy harvesting powered embedded systems. - Chen Pan; Mimi Xie; Jingtong Hu (RTCSA, 2017)

Multisource Indoor Energy Harvesting for Nonvolatile Processors. - Caiwen Ding; Ning Liu 007; Yanzhi Wang; Ji Li 006; Soroush Heidari; Jingtong Hu; Yongpan Liu (IEEE Des. Test, 2017)

vFlash: Virtualized Flash for Optimizing the I/O Performance in Mobile Devices. - Renhai Chen; Yi Wang 003; Jingtong Hu; Duo Liu; Zili Shao; Yong Guan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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)

Stack-Size Sensitive On-Chip Memory Backup for Self-Powered Nonvolatile Processors. - Mengying Zhao; Chenchen Fu; Zewei Li; Qing'an Li; Mimi Xie; Yongpan Liu; Jingtong Hu; Zhiping Jia; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

State Asymmetry Driven State Remapping in Phase Change Memory. - Mengying Zhao; Yuan Xue; Jingtong Hu; Chengmo Yang; Tiantian Liu 001; Zhiping Jia; Chun Jason Xue (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)

CP-FPGA: Energy-Efficient Nonvolatile FPGA With Offline/Online Checkpointing Optimization. - Zhe Yuan; Yongpan Liu; Jinyang Li 002; Jingtong Hu; Chun Jason Xue; Huazhong Yang (IEEE Trans. Very Large Scale Integr. Syst., 2017)

AIM: Fast and energy-efficient AES in-memory implementation for emerging non-volatile main memory. - Mimi Xie; Shuangchen Li; Alvin Oliver Glova; Jingtong Hu; Yuangang Wang; Yuan Xie 001 (DATE, 2018)

An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing. - Xiaolong Ma; Yipeng Zhang; Geng Yuan; Ao Ren; Zhe Li 001; Jie Han 001; Jingtong Hu; Yanzhi Wang (ISQED, 2018)

Low Overhead Online Checkpoint for Intermittently Powered Non-volatile FPGAs. - Xinyi Zhang 001; Clay Patterson; Yongpan Liu; Chengmo Yang; Chun Jason Xue; Jingtong Hu (ISVLSI, 2018)

Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper). - Yawen Wu; Yinan Sun; Zhenge Jia; Lefan Zhang; Yongpan Liu; Jingtong Hu (RSP, 2018)

Heterogeneous FPGA-Based Cost-Optimal Design for Timing-Constrained CNNs. - Weiwen Jiang; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Lei Yang 018; Xianzhang Chen; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

NVM-Based FPGA Block RAM With Adaptive SLC-MLC Conversion. - Lei Ju 001; Xiaojin Sui; Shiqing Li; Mengying Zhao; Chun Jason Xue; Jingtong Hu; Zhiping Jia (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

ENZYME: An Energy-Efficient Transient Computing Paradigm for Ultralow Self-Powered IoT Edge Devices. - Chen Pan; Mimi Xie; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Avoiding Data Inconsistency in Energy Harvesting Powered Embedded Systems. - Mimi Xie; Chen Pan; Mengying Zhao; Yongpan Liu; Chun Jason Xue; Jingtong Hu (ACM Trans. Design Autom. Electr. Syst., 2018)

Write Energy Reduction for PCM via Pumping Efficiency Improvement. - Huizhang Luo; Qing Liu 002; Jingtong Hu; Qiao Li 001; Liang Shi 001; Qingfeng Zhuge; Edwin Hsing-Mean Sha (ACM Trans. Storage, 2018)

PATH: Performance-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors. - Jinyang Li 002; Yongpan Liu; Hehe Li; Zhe Yuan; Chenchen Fu; Jinshan Yue; Xiaoyu Feng; Chun Jason Xue; Jingtong Hu; Huazhong Yang (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Securing Emerging Nonvolatile Main Memory With Fast and Energy-Efficient AES In-Memory Implementation. - Mimi Xie; Shuangchen Li; Alvin Oliver Glova; Jingtong Hu; Yuan Xie 001 (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Q-learning based routing for transiently powered wireless sensor network: work-in-progress. - Zhenge Jia; Yawen Wu; Jingtong Hu (CODES+ISSS, 2019)

Cooperative communication between two transiently powered sensors by reinforcement learning: work-in-progress. - Yawen Wu; Zhenge Jia; Fei Fang 001; Jingtong Hu (CODES+ISSS, 2019)

Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. - Weiwen Jiang; Xinyi Zhang 001; Edwin Hsing-Mean Sha; Lei Yang 018; Qingfeng Zhuge; Yiyu Shi 001; Jingtong Hu (DAC, 2019)

XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI. - Weiwen Jiang; Xinyi Zhang 001; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Lei Yang 018; Yiyu Shi 001; Jingtong Hu (FPGA, 2019)

In-memory AES Implementation for Emerging Non-Volatile Main Memory. - Mimi Xie; Yawen Wu; Zhenge Jia; Jingtong Hu (ISVLSI, 2019)

When Neural Architecture Search Meets Hardware Implementation: from Hardware Awareness to Co-Design. - Xinyi Zhang 001; Weiwen Jiang; Yiyu Shi 001; Jingtong Hu (ISVLSI, 2019)

Hardware/Software Co-Exploration of Neural Architectures. - Weiwen Jiang; Lei Yang 018; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Shouzhen Gu; Yiyu Shi 001; Jingtong Hu (CoRR, 2019)

On Neural Architecture Search for Resource-Constrained Hardware Platforms. - Qing Lu 001; Weiwen Jiang; Xiaowei Xu 004; Yiyu Shi 001; Jingtong Hu (CoRR, 2019)

A Novel STT-RAM-Based Hybrid Cache for Intermittently Powered Processors in IoT Devices. - Mimi Xie; Chen Pan; Youtao Zhang; Jingtong Hu; Yongpan Liu; Chun Jason Xue (IEEE Micro, 2019)

Guest Editorial: IEEE Transactions on Computers Special Section on Emerging Non-Volatile Memory Technologies: From Devices to Architectures and Systems. - Yuan-Hao Chang 001; Jingtong Hu; Mehdi Baradaran Tahoori; Ronald F. DeMara (IEEE Trans. Computers, 2019)

On the Design of Time-Constrained and Buffer-Optimal Self-Timed Pipelines. - Weiwen Jiang; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Lei Yang 018; Xianzhang Chen; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Checkpointing-Aware Loop Tiling for Energy Harvesting Powered Nonvolatile Processors. - Fuyang Li; Keni Qiu; Mengying Zhao; Jingtong Hu; Yongpan Liu; Yong Guan; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Modeling and Optimization for Self-powered Non-volatile IoT Edge Devices with Ultra-low Harvesting Power. - Chen Pan; Mimi Xie; Song Han 003; Zhi-Hong Mao; Jingtong Hu (ACM Trans. Cyber Phys. Syst., 2019)

Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference. - Weiwen Jiang; Edwin H.-M. Sha; Xinyi Zhang 001; Lei Yang 018; Qingfeng Zhuge; Yiyu Shi 001; Jingtong Hu (ACM Trans. Embed. Comput. Syst., 2019)

Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints. - Chenchen Fu; Qiangqiang Liu; Peng Wu 009; Minming Li; Chun Jason Xue; Yingchao Zhao 001; Jingtong Hu; Song Han 002 (IEEE Trans. Knowl. Data Eng., 2019)

Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence. - Lei Yang 018; Weiwen Jiang; Weichen Liu; Edwin H.-M. Sha; Yiyu Shi 001; Jingtong Hu (ASP-DAC, 2020)

Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. - Yawen Wu; Zhepeng Wang 001; Zhenge Jia; Yiyu Shi 001; Jingtong Hu (DAC, 2020)

Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems. - Keni Qiu; Mengying Zhao; Zhenge Jia; Jingtong Hu; Chun Jason Xue; Kaisheng Ma; Xueqing Li 002; Yongpan Liu; Vijaykrishnan Narayanan (ACM Great Lakes Symposium on VLSI, 2020)

Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems. - Zhenge Jia; Zhepeng Wang 001; Feng Hong; Lichuan Ping; Yiyu Shi 001; Jingtong Hu (ICCAD, 2020)

Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. - Dewen Zeng; Weiwen Jiang; Tianchen Wang; Xiaowei Xu 004; Haiyun Yuan; Meiping Huang; Jian Zhuang; Jingtong Hu; Yiyu Shi 001 (ICCAD, 2020)

Achieving Full Parallelism in LSTM via a Unified Accelerator Design. - Xinyi Zhang 001; Weiwen Jiang; Jingtong Hu (ICCD, 2020)

Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems. - Zhenge Jia; Zhepeng Wang 001; Feng Hong; Lichuan Ping; Yiyu Shi 001; Jingtong Hu (CoRR, 2020)

Low Overhead Online Data Flow Tracking for Intermittently Powered Non-Volatile FPGAs. - Xinyi Zhang 001; Clay Patterson; Yongpan Liu; Chengmo Yang; Chun Jason Xue; Jingtong Hu (ACM J. Emerg. Technol. Comput. Syst., 2020)

Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start. - Weiwen Jiang; Lei Yang 018; Sakyasingha Dasgupta; Jingtong Hu; Yiyu Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Hardware/Software Co-Exploration of Neural Architectures. - Weiwen Jiang; Lei Yang 018; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Shouzhen Gu; Sakyasingha Dasgupta; Yiyu Shi 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. - Yawen Wu; Zhepeng Wang 001; Yiyu Shi 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Applying Multiple Level Cell to Non-volatile FPGAs. - Ke Liu; Mengying Zhao; Lei Ju 001; Zhiping Jia; Jingtong Hu; Chun Jason Xue (ACM Trans. Embed. Comput. Syst., 2020)

Communication-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors. - Yan Wang 022; Jinhui Liu; Jingtong Hu (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. - Zhepeng Wang 001; Yawen Wu; Zhenge Jia; Yiyu Shi 001; Jingtong Hu (ASP-DAC, 2021)

Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks. - Zhenge Jia; Feng Hong; Lichuan Ping; Yiyu Shi 001; Jingtong Hu (DAC, 2021)

Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. - Yawen Wu; Zhepeng Wang 001; Dewen Zeng; Yiyu Shi 001; Jingtong Hu (DAC, 2021)

Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. - Dewen Zeng; Yukun Ding; Haiyun Yuan; Meiping Huang; Xiaowei Xu 004; Jian Zhuang; Jingtong Hu; Yiyu Shi 001 (DAC, 2021)

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yi Sheng; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (ICCAD, 2021)

Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs. - Zhenge Jia; Zhepeng Wang 001; Feng Hong; Lichuan Ping; Yiyu Shi 001; Jingtong Hu (IJCAI, 2021)

Developing a Miniature Energy-Harvesting-Powered Edge Device with Multi-Exit Neural Network. - Yuyang Li 001; Yawen Wu; Xincheng Zhang; Ehab A. Hamed; Jingtong Hu; Inhee Lee 001 (ISCAS, 2021)

Federated Contrastive Learning for Volumetric Medical Image Segmentation. - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yiyu Shi 001; Jingtong Hu (MICCAI (3), 2021)

Positional Contrastive Learning for Volumetric Medical Image Segmentation. - Dewen Zeng; Yawen Wu; Xinrong Hu; Xiaowei Xu 004; Haiyun Yuan; Meiping Huang; Jian Zhuang; Jingtong Hu; Yiyu Shi 001 (MICCAI (2), 2021)

PIRM: Processing In Racetrack Memories. - Sébastien Ollivier; Stephen Longofono; Prayash Dutta; Jingtong Hu; Sanjukta Bhanja; Alex K. Jones (CoRR, 2021)

Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. - Dewen Zeng; Yukun Ding; Haiyun Yuan; Meiping Huang; Xiaowei Xu 004; Jian Zhuang; Jingtong Hu; Yiyu Shi 001 (CoRR, 2021)

Distributed Unsupervised Visual Representation Learning with Fused Features. - Yawen Wu; Zhepeng Wang 001; Dewen Zeng; Meng Li 004; Yiyu Shi 001; Jingtong Hu (CoRR, 2021)

DAC-SDC Low Power Object Detection Challenge for UAV Applications. - Xiaowei Xu 004; Xinyi Zhang 001; Bei Yu 001; Xiaobo Sharon Hu; Christopher Rowen; Jingtong Hu; Yiyu Shi 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. - Weiwen Jiang; Qiuwen Lou; Zheyu Yan; Lei Yang 018; Jingtong Hu; Xiaobo Sharon Hu; Yiyu Shi 001 (IEEE Trans. Computers, 2021)

Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems: Part 1. - Jingtong Hu; Qi Zhu 002; Susmit Jha (ACM Trans. Cyber Phys. Syst., 2021)

On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection. - Zhenge Jia; Yiyu Shi 001; Samir Saba; Jingtong Hu (ACM Trans. Embed. Comput. Syst., 2021)

Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices. - Xinyi Zhang 001; Yawen Wu; Peipei Zhou 001; Xulong Tang; Jingtong Hu (ACM Trans. Embed. Comput. Syst., 2021)

ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. - Qing Lu 001; Zhenge Jia; Jingtong Hu; Yiyu Shi 001 (CHASE, 2022)

The larger the fairer?: small neural networks can achieve fairness for edge devices. - Yi Sheng; Junhuan Yang; Yawen Wu; Kevin Mao; Yiyu Shi 001; Jingtong Hu; Weiwen Jiang; Lei Yang 018 (DAC, 2022)

H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness. - Xinyi Zhang 001; Cong Hao; Peipei Zhou 001; Alex K. Jones; Jingtong Hu (DAC, 2022)

Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices. - Kacper Wardega; Wenchao Li 001; Hyoseung Kim 001; Yawen Wu; Zhenge Jia; Jingtong Hu (DATE, 2022)

Session details: Session 3B: VLSI for Machine Learning and Artifical Intelligence 1. - Jingtong Hu (ACM Great Lakes Symposium on VLSI, 2022)

Session details: Session 4B: VLSI for Machine Learning and Artifical Intelligence 2. - Jingtong Hu (ACM Great Lakes Symposium on VLSI, 2022)

Decentralized Unsupervised Learning of Visual Representations. - Yawen Wu; Zhepeng Wang 001; Dewen Zeng; Meng Li 004; Yiyu Shi 001; Jingtong Hu (IJCAI, 2022)

Hardware/Software Co-Exploration for Graph Neural Architectures on FPGAs. - Qing Lu 001; Weiwen Jiang; Meng Jiang 001; Jingtong Hu; Yiyu Shi 001 (ISVLSI, 2022)

Towards Independent On-device Artificial Intelligence. - Yawen Wu; Jingtong Hu (ISVLSI, 2022)

FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. - Yawen Wu; Dewen Zeng; Xiaowei Xu 004; Yiyu Shi 001; Jingtong Hu (MICCAI (1), 2022)

CORUSCANT: Fast Efficient Processing-in-Racetrack Memories. - Sébastien Ollivier; Stephen Longofono; Prayash Dutta; Jingtong Hu; Sanjukta Bhanja; Alex K. Jones (MICRO, 2022)

Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation. - Yawen Wu; Zhepeng Wang 001; Dewen Zeng; Yiyu Shi 001; Jingtong Hu (CoRR, 2022)

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yi Sheng; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (CoRR, 2022)

FPIRM: Floating-point Processing in Racetrack Memories. - Sébastien Ollivier; Xinyi Zhang 001; Yue Tang 002; Chayanika Choudhuri; Jingtong Hu; Alex K. Jones (CoRR, 2022)

Sustainable AI Processing at the Edge. - Sébastien Ollivier; Sheng Li 019; Yue Tang 002; Chayanika Chaudhuri; Peipei Zhou 001; Xulong Tang; Jingtong Hu; Alex K. Jones (CoRR, 2022)

Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization. - Gelei Xu; Yawen Wu; Jingtong Hu; Yiyu Shi 001 (CoRR, 2022)

Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yi Sheng; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (CoRR, 2022)

FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning. - Jiahe Shi; Yawen Wu; Dewen Zeng; Jingtong Hu; Yiyu Shi 001 (CoRR, 2022)

Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System. - Zhenge Jia; Yiyu Shi 001; Jingtong Hu; Lei Yang 018; Benjamin Nti (CoRR, 2022)

Distributed contrastive learning for medical image segmentation. - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yiyu Shi 001; Jingtong Hu (Medical Image Anal., 2022)

Pod-racing: bulk-bitwise to floating-point compute in racetrack memory for machine learning at the edge. - Sébastien Ollivier; Xinyi Zhang 001; Yue Tang 002; Chayanika Choudhuri; Jingtong Hu; Alex K. Jones (IEEE Micro, 2022)

Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach. - Zhenge Jia; Yiyu Shi 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Enabling Weakly Supervised Temporal Action Localization From On-Device Learning of the Video Stream. - Yue Tang 002; Yawen Wu; Peipei Zhou 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Cooperative Communication Between Two Transiently Powered Sensor Nodes by Reinforcement Learning. - Yawen Wu; Zhenge Jia; Fei Fang 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems - Part 2. - Jingtong Hu; Qi Zhu 002; Susmit Jha (ACM Trans. Cyber Phys. Syst., 2022)

EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization. - Yue Tang 002; Xinyi Zhang 001; Peipei Zhou 001; Jingtong Hu (ACM Trans. Design Autom. Electr. Syst., 2022)

Energy-Aware Adaptive Multi-Exit Neural Network Inference Implementation for a Millimeter-Scale Sensing System. - Yuyang Li 001; Yawen Wu; Xincheng Zhang; Jingtong Hu; Inhee Lee 001 (IEEE Trans. Very Large Scale Integr. Syst., 2022)

Editorial for the special issue on memory architectures and systems for modern applications. - Guangyu Sun 003; Liang Shi 001; Jingtong Hu (CCF Trans. High Perform. Comput., 2022)

Low-power object-detection challenge on unmanned aerial vehicles. - Zhenge Jia; Xiaowei Xu 004; Jingtong Hu; Yiyu Shi 001 (Nat. Mac. Intell., 2022)

Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. - Yawen Wu; Zhepeng Wang 001; Dewen Zeng; Yiyu Shi 001; Jingtong Hu (AAAI, 2023)

Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. - Qing Lu 001; Weiwen Jiang; Xiaowei Xu 004; Jingtong Hu; Yiyu Shi 001 (ASP-DAC, 2023)

Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. - Yi Sheng; Junhuan Yang; Lei Yang 018; Yiyu Shi 001; Jingtong Hu; Weiwen Jiang (DAC, 2023)

CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture. - Jinming Zhuang; Jason Lau; Hanchen Ye; Zhuoping Yang; Yubo Du; Jack Lo; Kristof Denolf; Stephen Neuendorffer; Alex K. Jones; Jingtong Hu; Deming Chen; Jason Cong; et al. (FPGA, 2023)

REFRESH FPGAs: Sustainable FPGA Chiplet Architectures. - Peipei Zhou 001; Jinming Zhuang; Stephen Cahoon; Yue Tang 002; Zhuoping Yang; Xingzhen Chen; Yiyu Shi 001; Jingtong Hu; Alex K. Jones (IGSC, 2023)

Additional Positive Enables Better Representation Learning for Medical Images. - Dewen Zeng; Yawen Wu; Xinrong Hu; Xiaowei Xu 004; Jingtong Hu; Yiyu Shi 001 (MICCAI (1), 2023)

BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging. - Tsung-Han Kuo; Zhenge Jia; Tei-Wei Kuo; Jingtong Hu (CoRR, 2023)

Sustainable AI Processing at the Edge. - Sébastien Ollivier; Sheng Li 019; Yue Tang 002; Stephen Cahoon; Ryan Caginalp; Chayanika Chaudhuri; Peipei Zhou 001; Xulong Tang; Jingtong Hu; Alex K. Jones (IEEE Micro, 2023)

Reliable and Efficient Parallel Checkpointing Framework for Nonvolatile Processor With Concurrent Peripherals. - Tongda Wu; Kaisheng Ma; Jingtong Hu; Jason Xue 001; Jinyang Li 002; Xin Shi; Huazhong Yang; Yongpan Liu (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Toward Comprehensive Shifting Fault Tolerance for Domain-Wall Memories With PIETT. - Sébastien Ollivier; Stephen Longofono; Prayash Dutta; Jingtong Hu; Sanjukta Bhanja; Alex K. Jones (IEEE Trans. Computers, 2023)

The importance of resource awareness in artificial intelligence for healthcare. - Zhenge Jia; Jianxu Chen 001; Xiaowei Xu 004; John N. Kheir; Jingtong Hu; Han Xiao; Sui Peng; Xiaobo Sharon Hu; Danny Ziyi Chen; Yiyu Shi 001 (Nat. Mac. Intell., 2023)

Self-Supervised On-Device Federated Learning From Unlabeled Streams. - Jiahe Shi; Yawen Wu; Dewen Zeng; Jun Tao 001; Jingtong Hu; Yiyu Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation. - Xiao Dong; Songyu Sun; Yangfan Jiang 002; Jingtong Hu; Dawei Gao; Cheng Zhuo (ASPDAC, 2024)

Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. - Ruiyang Qin; Jun Xia 003; Zhenge Jia; Meng Jiang 001; Ahmed Abbasi; Peipei Zhou 001; Jingtong Hu; Yiyu Shi 001 (DAC, 2024)

SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. - Jinming Zhuang; Zhuoping Yang; Shixin Ji; Heng Huang; Alex K. Jones; Jingtong Hu; Yiyu Shi 001; Peipei Zhou 001 (FPGA, 2024)

GPU Partitioning & Neural Architecture Sizing for Safety-Driven Sensing in Autonomous Systems. - Shengjie Xu; Clara Hobbs; Yukai Song; Bineet Ghosh; Tingan Zhu; Sharmin Aktar; Lei Yang 018; Yi Sheng; Weiwen Jiang; Jingtong Hu; Parasara Sridhar Duggirala; Samarjit Chakraborty (ICAA, 2024)

Poster Abstract: Neural Architecture Sizing for Autonomous Systems. - Shengjie Xu; Clara Hobbs; Yukai Song; Bineet Ghosh; Sharmin Aktar; Lei Yang 018; Yi Sheng; Weiwen Jiang; Jingtong Hu; Parasara Sridhar Duggirala; Samarjit Chakraborty (ICCPS, 2024)

SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators. - Shixin Ji; Zhuoping Yang; Xingzhen Chen; Stephen Cahoon; Jingtong Hu; Yiyu Shi 001; Alex K. Jones; Peipei Zhou 001 (ISVLSI, 2024)

FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis. - Yuanbo Guo; Zhenge Jia; Jingtong Hu; Yiyu Shi 001 (MICCAI (10), 2024)

Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. - Qingpeng Kong; Ching-Hao Chiu; Dewen Zeng; Yu-Jen Chen; Tsung-Yi Ho; Jingtong Hu; Yiyu Shi 001 (MICCAI (10), 2024)

Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. - Yi Sheng; Junhuan Yang; Jinyang Li; James Alaina; Xiaowei Xu 004; Yiyu Shi 001; Jingtong Hu; Weiwen Jiang; Lei Yang 018 (MICCAI (10), 2024)

EdgeOL: Efficient in-situ Online Learning on Edge Devices. - Sheng Li 019; Geng Yuan; Yawen Wu; Yue Dai 005; Chao Wu 006; Alex K. Jones; Jingtong Hu; Yanzhi Wang; Xulong Tang (CoRR, 2024)

Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference. - Shixin Ji; Zhuoping Yang; Xingzhen Chen; Jingtong Hu; Yiyu Shi 001; Alex K. Jones; Peipei Zhou 001 (CoRR, 2024)

Towards Error Correction for Computing in Racetrack Memory. - Preston Brazzle; Benjamin F. Morris III; Evan McKinney; Peipei Zhou 001; Jingtong Hu; Asif Ali Khan; Alex K. Jones (CoRR, 2024)

FairSkin: Fair Diffusion for Skin Disease Image Generation. - Ruichen Zhang; Yuguang Yao; Zhen Tan 001; Zhiming Li; Pan Wang 013; Huan Liu 001; Jingtong Hu; Sijia Liu 001; Tianlong Chen 001 (CoRR, 2024)

STDF: Spatio-Temporal Deformable Fusion for Video Quality Enhancement on Embedded Platforms. - Jianing Deng; Shunjie Dong; Lvcheng Chen; Jingtong Hu; Cheng Zhuo (ACM Trans. Embed. Comput. Syst., 2024)

CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture. - Jinming Zhuang; Jason Lau; Hanchen Ye; Zhuoping Yang; Shixin Ji; Jack Lo; Kristof Denolf; Stephen Neuendorffer; Alex K. Jones; Jingtong Hu; Yiyu Shi 001; Deming Chen; et al. (ACM Trans. Reconfigurable Technol. Syst., 2024)

Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring. - Zhenge Jia; Tianren Zhou; Zheyu Yan; Jingtong Hu; Yiyu Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture. - Peiyan Dong; Jinming Zhuang; Zhuoping Yang; Shixin Ji; Yanyu Li; Dongkuan Xu; Heng Huang; Jingtong Hu; Alex K. Jones; Yiyu Shi 001; Yanzhi Wang; Peipei Zhou 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

CHEF: A Framework for Deploying Heterogeneous Models on Clusters With Heterogeneous FPGAs. - Yue Tang 002; Yukai Song; Naveena Elango; Sheena Ratnam Priya; Alex K. Jones; Jinjun Xiong; Peipei Zhou 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis. - Pan Wang 013; Qiang Zhou; Yawen Wu; Tianlong Chen 001; Jingtong Hu (AAAI, 2025)

Towards Accelerator Customization in Real-time Safety-critical Systems. - Shixin Ji; Xingzhen Chen; Wei Zhang 062; Zhuoping Yang; Jinming Zhuang; Sarah Schultz; Yukai Song; Jingtong Hu; Alex K. Jones; Zheng Dong 002; Peipei Zhou 001 (FPGA, 2025)

ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems. - Shixin Ji; Xingzhen Chen; Jinming Zhuang; Wei Zhang 062; Zhuoping Yang; Sarah Schultz; Yukai Song; Jingtong Hu; Alex K. Jones; Zheng Dong 002; Peipei Zhou 001 (ACM Great Lakes Symposium on VLSI, 2025)

EmpathyAgent: Can Embodied Agents Conduct Empathetic Actions? - Xinyan Chen 001; Jiaxin Ge; Hongming Dai; Qiang Zhou; Qiuxuan Feng; Jingtong Hu; Yizhou Wang 001; Jiaming Liu 003; Shanghang Zhang (CoRR, 2025)

zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing. - Yancheng Zhang; Mengxin Zheng; Xun Chen; Jingtong Hu; Weidong Shi; Lei Ju 001; Yan Solihin; Qian Lou (CoRR, 2025)

FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference. - Dongwei Wang; Zijie Liu; Song Wang; Yuxin Ren; Jianing Deng; Jingtong Hu; Tianlong Chen 001; Huanrui Yang (CoRR, 2025)

SPIRAL+: Efficient Signal-Power Integrity Co-Analysis for Interchiplet Links Validation. - Xiao Dong; Songyu Sun; Yangfan Jiang 002; Jingtong Hu; Dawei Gao; Zhiguo Shi 001; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

STHVC: Spatial-Temporal Hybrid Video Compression for UAV-Assisted IoV Systems. - Lvcheng Chen; Jianing Deng; Xudong Zeng; Liangwei Liu; Yawen Wu; Jingtong Hu; Qi Sun 002; Zhiguo Shi 001; Cheng Zhuo (IEEE Trans. Circuits Syst. Video Technol., 2025)

MTrain: Enable Efficient CNN Training on Heterogeneous FPGA-Based Edge Servers. - Yue Tang 002; Alex K. Jones; Jinjun Xiong; Peipei Zhou 001; Jingtong Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)