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)

ExLRU: a unified write buffer cache management for flash memory. - Liang Shi 001; Jianhua Li 003; Chun Jason Xue; Chengmo Yang; Xuehai Zhou (EMSOFT, 2011)

Exploiting set-level write non-uniformity for energy-efficient NVM-based hybrid cache. - Jianhua Li 003; Liang Shi 001; Chun Jason Xue; Chengmo Yang; Yinlong Xu (ESTIMedia, 2011)

Cooperating Write Buffer Cache and Virtual Memory Management for Flash Memory Based Systems. - Liang Shi 001; Chun Jason Xue; Xuehai Zhou (IEEE Real-Time and Embedded Technology and Applications Symposium, 2011)

TEACA: Thread ProgrEss Aware Coherence Adaption for hybrid coherence protocols. - Jianhua Li 003; Liang Shi 001; Qing'an Li; Chun Jason Xue; Yinlong Xu (ESTIMedia, 2012)

MAC: migration-aware compilation for STT-RAM based hybrid cache in embedded systems. - Qing'an Li; Jianhua Li 003; Liang Shi 001; Chun Jason Xue; Yanxiang He (ISLPED, 2012)

Code Motion for Migration Minimization in STT-RAM Based Hybrid Cache. - Qing'an Li; Liang Shi 001; Jianhua Li 003; Chun Jason Xue; Yanxiang He (ISVLSI, 2012)

Hybrid nonvolatile disk cache for energy-efficient and high-performance systems. - Liang Shi 001; Jianhua Li 003; Chun Jason Xue; Xuehai Zhou (ACM Trans. Design Autom. Electr. Syst., 2012)

Migration-aware loop retiming for STT-RAM based hybrid cache for embedded systems. - Keni Qiu; Mengying Zhao; Chenchen Fu; Liang Shi 001; Chun Jason Xue (ASAP, 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)

Coordinate page allocation and thread group for improving main memory power efficiency. - Gangyong Jia; Xi Li 003; Jian Wan 001; Liang Shi 001; Chao Wang 003 (HotPower@SOSP, 2013)

Accurate age counter for wear leveling on non-volatile based main memory. - Huizhang Luo; Qingfeng Zhuge; Liang Shi 001; Jian Li; Edwin Hsing-Mean Sha (Des. Autom. Embed. Syst., 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)

Cooperating Virtual Memory and Write Buffer Management for Flash-Based Storage Systems. - Liang Shi 001; Jianhua Li 003; Chun Jason Xue; Xuehai Zhou (IEEE Trans. Very Large Scale Integr. Syst., 2013)

Task Allocation on Nonvolatile-Memory-Based Hybrid Main Memory. - Wanyong Tian; Yingchao Zhao 001; Liang Shi 001; Qing'an Li; Jianhua Li 003; Chun Jason Xue; Minming Li; Enhong Chen (IEEE Trans. Very Large Scale Integr. Syst., 2013)

Instruction Extension and Generation for Adaptive Processors. - Chao Wang 003; Xi Li 003; Huizhen Zhang; Liang Shi 001; Xuehai Zhou (ARC, 2014)

High-Level Synthesis for Run-Time Hardware Trojan Detection and Recovery. - Xiaotong Cui; Kun Ma; Liang Shi 001; Kaijie Wu 001 (DAC, 2014)

Retention Trimming for Wear Reduction of Flash Memory Storage Systems. - Liang Shi 001; Kaijie Wu 001; Mengying Zhao; Chun Jason Xue; Edwin Hsing-Mean Sha (DAC, 2014)

Exploit asymmetric error rates of cell states to improve the performance of flash memory storage systems. - Congming Gao; Liang Shi 001; Kaijie Wu 001; Chun Jason Xue; Edwin Hsing-Mean Sha (ICCD, 2014)

Leveling to the last mile: Near-zero-cost bit level wear leveling for PCM-based main memory. - Mengying Zhao; Liang Shi 001; Chengmo Yang; Chun Jason Xue (ICCD, 2014)

Combine thread with memory scheduling for maximizing performance in multi-core systems. - Gangyong Jia; Guangjie Han; Liang Shi 001; Jian Wan 001; Dong Dai 001 (ICPADS, 2014)

Exploiting parallelism in I/O scheduling for access conflict minimization in flash-based solid state drives. - Congming Gao; Liang Shi 001; Mengying Zhao; Chun Jason Xue; Kaijie Wu 001; Edwin Hsing-Mean Sha (MSST, 2014)

PUMA: Pseudo unified memory architecture for single-ISA heterogeneous multi-core systems. - Gangyong Jia; Liang Shi 001; Jian Wan 001; Youwei Yuan; Xi Li 003; Dong Dai 001 (RTCSA, 2014)

Dual partitioning multicasting for high-performance on-chip networks. - Jianhua Li 003; Liang Shi 001; Chun Jason Xue; Yinlong Xu (J. Parallel Distributed Comput., 2014)

Error Model Guided Joint Performance and Endurance Optimization for Flash Memory. - Liang Shi 001; Keni Qiu; Mengying Zhao; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014)

Thread Progress Aware Coherence Adaption for Hybrid Cache Coherence Protocols. - Jianhua Li 003; Liang Shi 001; Qing'an Li; Chun Jason Xue; Yinlong Xu (IEEE Trans. Parallel Distributed Syst., 2014)

WCET-Aware Re-Scheduling Register Allocation for Real-Time Embedded Systems With Clustered VLIW Architecture. - Yazhi Huang; Liang Shi 001; Jianhua Li 003; Qing'an Li; Chun Jason Xue (IEEE Trans. Very Large Scale Integr. Syst., 2014)

Compiler-Assisted STT-RAM-Based Hybrid Cache for Energy Efficient Embedded Systems. - Qing'an Li; Jianhua Li 003; Liang Shi 001; Mengying Zhao; Chun Jason Xue; Yanxiang He (IEEE Trans. Very Large Scale Integr. Syst., 2014)

A Unified Write Buffer Cache Management Scheme for Flash Memory. - Liang Shi 001; Jianhua Li 003; Qing'an Li; Chun Jason Xue; Chengmo Yang; Xuehai Zhou (IEEE Trans. Very Large Scale Integr. Syst., 2014)

Towards trustable storage using SSDs with proprietary FTL. - Xiaotong Cui; Minhui Zou; Liang Shi 001; Kaijie Wu 001 (DATE, 2015)

Maximizing IO performance via conflict reduction for flash memory storage systems. - Qiao Li 001; Liang Shi 001; Congming Gao; Kaijie Wu 001; Chun Jason Xue; Qingfeng Zhuge; Edwin Hsing-Mean Sha (DATE, 2015)

Improving MLC PCM write throughput by write reconstruction. - Huizhang Luo; Liang Shi 001; Mengying Zhao; Qingfeng Zhuge; Chun Jason Xue (NVMSA, 2015)

Designing an efficient persistent in-memory file system. - Edwin Hsing-Mean Sha; Xianzhang Chen; Qingfeng Zhuge; Liang Shi 001; Weiwen Jiang (NVMSA, 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)

Wear Relief for High-Density Phase Change Memory Through Cell Morphing Considering Process Variation. - Mengying Zhao; Lei Jiang 001; Liang Shi 001; Youtao Zhang; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits 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)

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)

Exploiting process variation for retention induced refresh minimization on flash memory. - Yejia Di; Liang Shi 001; Kaijie Wu 001; Chun Jason Xue (DATE, 2016)

I/O scheduling with mapping cache awareness for flash based storage systems. - Cheng Ji 002; Chao Wu 006; Li-Pin Chang; Liang Shi 001; Chun Jason Xue (EMSOFT, 2016)

Access Characteristic Guided Read and Write Cost Regulation for Performance Improvement on Flash Memory. - Qiao Li 001; Liang Shi 001; Chun Jason Xue; Kaijie Wu 001; Cheng Ji 002; Qingfeng Zhuge; Edwin Hsing-Mean Sha (FAST, 2016)

An Empirical Study of File-System Fragmentation in Mobile Storage Systems. - Cheng Ji 002; Li-Pin Chang; Liang Shi 001; Chao Wu 006; Qiao Li 001; Chun Jason Xue (HotStorage, 2016)

Minimizing cell-to-cell interference by exploiting differential bit impact characteristics of scaled MLC NAND flash memories. - Yejia Di; Liang Shi 001; Congming Gao; Kaijie Wu 001; Chun Jason Xue; Edwin Hsing-Mean Sha (NVMSA, 2016)

Dynamic merging/splitting for better responsiveness in mobile devices. - Chao Wu 006; Cheng Ji 002; Liang Shi 001; Chun Jason Xue; Bin Huang; Yuangang Wang (NVMSA, 2016)

Write reconstruction for write throughput improvement on MLC PCM based main memory. - Huizhang Luo; Penglin Dai; Liang Shi 001; Chun Jason Xue; Qingfeng Zhuge; Edwin Hsing-Mean Sha (J. Syst. Archit., 2016)

A New Design of In-Memory File System Based on File Virtual Address Framework. - Edwin Hsing-Mean Sha; Xianzhang Chen; Qingfeng Zhuge; Liang Shi 001; Weiwen Jiang (IEEE Trans. Computers, 2016)

Retention Trimming for Lifetime Improvement of Flash Memory Storage Systems. - Liang Shi 001; Kaijie Wu 001; Mengying Zhao; Chun Jason Xue; Duo Liu; Edwin Hsing-Mean Sha (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Exploiting Process Variation for Write Performance Improvement on NAND Flash Memory Storage Systems. - Liang Shi 001; Yejia Di; Mengying Zhao; Chun Jason Xue; Kaijie Wu 001; Edwin Hsing-Mean Sha (IEEE Trans. Very Large Scale Integr. Syst., 2016)

PUMA: From Simultaneous to Parallel for Shared Memory System in Multi-core. - Gangyong Jia; Liang Shi 001; Xi Li 003; Dong Dai 001 (J. Signal Process. Syst., 2016)

Improving LDPC performance via asymmetric sensing level placement on flash memory. - Qiao Li 001; Liang Shi 001; Chun Jason Xue; Qingfeng Zhuge; Edwin Hsing-Mean Sha (ASP-DAC, 2017)

A PV aware data placement scheme for read performance improvement on LDPC based flash memory: work-in-progress. - Qiao Li 001; Liang Shi 001; Yejia Di; Yajuan Du; Kaijie Wu 001; Chun Jason Xue; Qingfeng Zhuge; Edwin Hsing-Mean Sha (CODES+ISSS, 2017)

Reducing LDPC Soft Sensing Latency by Lightweight Data Refresh for Flash Read Performance Improvement. - Yajuan Du; Qiao Li 001; Liang Shi 001; Deqing Zou; Hai Jin 001; Chun Jason Xue (DAC, 2017)

Exploiting Process Variation for Read Performance Improvement on LDPC Based Flash Memory Storage Systems. - Qiao Li 001; Liang Shi 001; Yejia Di; Yajuan Du; Chun Jason Xue; Edwin Hsing-Mean Sha (ICCD, 2017)

Improving read performance via selective Vpass reduction on high density 3D NAND flash memory. - Qiao Li 001; Liang Shi 001; Yejia Di; Yajuan Du; Chun Jason Xue; Chengmo Yang; Qingfeng Zhuge; Edwin Hsing-Mean Sha (NVMSA, 2017)

An empirical study of F2FS on mobile devices. - Yu Liang 004; Chenchen Fu; Yajuan Du; Aosong Deng; Mengying Zhao; Liang Shi 001; Chun Jason Xue (RTCSA, 2017)

Improving File System Performance of Mobile Storage Systems Using a Decoupled Defragmenter. - Sangwook Shane Hahn; Sungjin Lee 001; Cheng Ji 002; Li-Pin Chang; Inhyuk Yee; Liang Shi 001; Chun Jason Xue; Jihong Kim 001 (USENIX ATC, 2017)

Towards trustworthy storage using SSDs with proprietary FTL. - Xiaotong Cui; Liang Shi 001; Kaijie Wu 001 (Microprocess. Microsystems, 2017)

Asymmetric Error Rates of Cell States Exploration for Performance Improvement on Flash Memory Based Storage Systems. - Edwin Hsing-Mean Sha; Congming Gao; Liang Shi 001; Kaijie Wu 001; Mengying Zhao; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Lightweight Data Compression for Mobile Flash Storage. - Cheng Ji 002; Li-Pin Chang; Liang Shi 001; Congming Gao; Chao Wu 006; Yuangang Wang; Chun Jason Xue (ACM Trans. Embed. Comput. Syst., 2017)

Energy, latency, and lifetime improvements in MLC NVM with enhanced WOM code. - Huizhang Luo; Liang Shi 001; Qiao Li 001; Chun Jason Xue; Edwin Hsing-Mean Sha (ASP-DAC, 2018)

Revisiting wear leveling design on compression applied 3D NAND flash memory: work-in-progress. - Yejia Di; Liang Shi 001; Congming Gao; Qiao Li 001; Chun Jason Xue (CODES+ISSS, 2018)

Loss is Gain: Shortening Data for Lifetime Improvement on Low-Cost ECC Enabled Consumer-Level Flash Memory. - Yejia Di; Liang Shi 001; Congming Gao; Qiao Li 001; Kaijie Wu 001; Chun Jason Xue (ACM Great Lakes Symposium on VLSI, 2018)

An Efficient Cache Management Scheme for Capacitor Equipped Solid State Drives. - Congming Gao; Liang Shi 001; Yejia Di; Qiao Li 001; Chun Jason Xue; Edwin Hsing-Mean Sha (ACM Great Lakes Symposium on VLSI, 2018)

Selective Compression Scheme for Read Performance Improvement on Flash Devices. - Qiao Li 001; Liang Shi 001; Riwei Pan; Cheng Ji 002; Xiaoqiang Li; Chun Jason Xue (ICCD, 2018)

F2FS Aware Mapping Cache Design on Solid State Drives. - Congming Gao; Yejia Di; Aosong Deng; Duo Liu; Cheng Ji 002; Chun Jason Xue; Liang Shi 001 (NVMSA, 2018)

Access Characteristic Guided Read and Write Regulation on Flash Based Storage Systems. - Qiao Li 001; Liang Shi 001; Congming Gao; Yejia Di; Chun Jason Xue (IEEE Trans. Computers, 2018)

ApproxFTL: On the Performance and Lifetime Improvement of 3-D NAND Flash-Based SSDs. - Jinhua Cui 001; Youtao Zhang; Liang Shi 001; Chun Jason Xue; Weiguo Wu; Jun Yang 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Exploiting Parallelism for Access Conflict Minimization in Flash-Based Solid State Drives. - Congming Gao; Liang Shi 001; Cheng Ji 002; Yejia Di; Kaijie Wu 001; Chun Jason Xue; Edwin Hsing-Mean Sha (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

An I/O Scheduling Strategy for Embedded Flash Storage Devices With Mapping Cache. - Cheng Ji 002; Li-Pin Chang; Chao Wu 006; Liang Shi 001; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Potential Trigger Detection for Hardware Trojans. - Minhui Zou; Xiaotong Cui; Liang Shi 001; Kaijie Wu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Exploiting Chip Idleness for Minimizing Garbage Collection - Induced Chip Access Conflict on SSDs. - Congming Gao; Liang Shi 001; Yejia Di; Qiao Li 001; Chun Jason Xue; Kaijie Wu 001; Edwin Hsing-Mean Sha (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)

Leveraging Approximate Data for Robust Flash Storage. - Qiao Li 001; Liang Shi 001; Jun Yang 002; Youtao Zhang; Chun Jason Xue (DAC, 2019)

Sentinel Cells Enabled Fast Read for NAND Flash. - Qiao Li 001; Min Ye; Yufei Cui; Liang Shi 001; Xiaoqiang Li; Chun Jason Xue (HotStorage, 2019)

1+1>2: variation-aware lifetime enhancement for embedded 3D NAND flash systems. - Yejia Di; Liang Shi 001; Shuo-Han Chen; Chun Jason Xue; Edwin Hsing-Mean Sha (LCTES, 2019)

Constructing Large, Durable and Fast SSD System via Reprogramming 3D TLC Flash Memory. - Congming Gao; Min Ye; Qiao Li 001; Chun Jason Xue; Youtao Zhang; Liang Shi 001; Jun Yang 002 (MICRO, 2019)

Parallel all the time: Plane Level Parallelism Exploration for High Performance SSDs. - Congming Gao; Liang Shi 001; Chun Jason Xue; Cheng Ji 002; Jun Yang 002; Youtao Zhang (MSST, 2019)

Optimizing Tail Latency of LDPC based Flash Memory Storage Systems Via Smart Refresh. - Yina Lv; Liang Shi 001; Qiao Li 001; Congming Gao; Chun Jason Xue; Edwin Hsing-Mean Sha (NAS, 2019)

Fair Down to the Device: A GC-Aware Fair Scheduler for SSD. - Cheng Ji 002; Lun Wang; Qiao Li 001; Congming Gao; Liang Shi 001; Chia-Lin Yang; Chun Jason Xue (NVMSA, 2019)

Optimizing fragmentation and segment cleaning for CPS based storage devices. - Qi Li; Aosong Deng; Congming Gao; Yu Liang 004; Liang Shi 001; Edwin Hsing-Mean Sha (SAC, 2019)

Boosting read-ahead efficiency for improved user experience on mobile devices. - Yu Liang 004; Yajuan Du; Chenchen Fu; Riwei Pan; Liang Shi 001; Chun Jason Xue (SIGBED Rev., 2019)

Minimizing Retention Induced Refresh Through Exploiting Process Variation of Flash Memory. - Yejia Di; Liang Shi 001; Congming Gao; Qiao Li 001; Chun Jason Xue; Kaijie Wu 001 (IEEE Trans. Computers, 2019)

File Fragmentation in Mobile Devices: Measurement, Evaluation, and Treatment. - Cheng Ji 002; Li-Pin Chang; Sangwook Shane Hahn; Sungjin Lee 001; Riwei Pan; Liang Shi 001; Jihong Kim 001; Chun Jason Xue (IEEE Trans. Mob. Comput., 2019)

Access Characteristic Guided Partition for Read Performance Improvement on Solid State Drives. - Yina Lv; Liang Shi 001; Qiao Li 001; Chun Jason Xue; Edwin H.-M. Sha (DAC, 2020)

Latency Variation Aware Read Performance Optimization on 3D High Density NAND Flash Memory. - Yina Lv; Liang Shi 001; Chun Joseph Xue; Qingfeng Zhuge; Edwin H.-M. Sha (ACM Great Lakes Symposium on VLSI, 2020)

An Empirical Study of Hybrid SSD with Optane and QLC Flash. - Hui Chen; Yina Lv; Changlong Li; Shouzhen Gu; Liang Shi 001 (ICCD, 2020)

Optimizing Data Placement for Hybrid SPM with SRAM and Racetrack Memory. - Rui Xu 013; Edwin H.-M. Sha; Qingfeng Zhuge; Shouzhen Gu; Liang Shi 001 (ICCD, 2020)

Shaving Retries with Sentinels for Fast Read over High-Density 3D Flash. - Qiao Li 001; Min Ye; Yufei Cui; Liang Shi 001; Xiaoqiang Li; Tei-Wei Kuo; Chun Jason Xue (MICRO, 2020)

A Zero-Energy Consumption Scheme for System Suspend to Limited NVM. - Weilan Wang; Liang Shi 001; Chun Jason Xue; Edwin H.-M. Sha (NVMSA, 2020)

Architectural Exploration on Racetrack Memories. - Rui Xu 013; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Liang Shi 001; Shouzhen Gu (SoCC, 2020)

Acclaim: Adaptive Memory Reclaim to Improve User Experience in Android Systems. - Yu Liang 004; Jinheng Li; Rachata Ausavarungnirun; Riwei Pan; Liang Shi 001; Tei-Wei Kuo; Chun Jason Xue (USENIX ATC, 2020)

Leveraging partial-refresh for performance and lifetime improvement of 3D NAND flash memory in cyber-physical systems. - Jinhua Cui 001; Youtao Zhang; Liang Shi 001; Chun Jason Xue; Jun Yang 002; Weiguang Liu; Laurence T. Yang (J. Syst. Archit., 2020)

Exploiting Asymmetric Errors for LDPC Decoding Optimization on 3D NAND Flash Memory. - Qiao Li 001; Liang Shi 001; Yufei Cui; Chun Jason Xue (IEEE Trans. Computers, 2020)

Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs. - Chao Wu 006; Cheng Ji 002; Qiao Li 001; Congming Gao; Riwei Pan; Chenchen Fu; Liang Shi 001; Chun Jason Xue (IEEE Trans. Computers, 2020)

Aging Capacitor Supported Cache Management Scheme for Solid-State Drives. - Congming Gao; Liang Shi 001; Qiao Li 001; Kai Liu 001; Chun Jason Xue; Jun Yang 002; Youtao Zhang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

SEAL: User Experience-Aware Two-Level Swap for Mobile Devices. - Changlong Li; Liang Shi 001; Yu Liang 004; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Inspection and Characterization of App File Usage in Mobile Devices. - Cheng Ji 002; Riwei Pan; Li-Pin Chang; Liang Shi 001; Zongwei Zhu; Yu Liang 004; Tei-Wei Kuo; Chun Jason Xue (ACM Trans. Storage, 2020)

Boosting the Performance of SSDs via Fully Exploiting the Plane Level Parallelism. - Congming Gao; Liang Shi 001; Kai Liu 001; Chun Jason Xue; Jun Yang 002; Youtao Zhang (IEEE Trans. Parallel Distributed Syst., 2020)

Process Variation Aware Read Performance Improvement for LDPC-Based nand Flash Memory. - Qiao Li 001; Liang Shi 001; Yejia Di; Congming Gao; Cheng Ji 002; Yu Liang 004; Chun Jason Xue (IEEE Trans. Reliab., 2020)

SAC: A Stream Aware Write Cache Scheme for Multi-Streamed Solid State Drives. - Bo Zhou; Chuanming Ding; Yina Lv; Chun Jason Xue; Qingfeng Zhuge; Edwin H.-M. Sha; Liang Shi 001 (ASP-DAC, 2021)

MobileSwap: Cross-Device Memory Swapping for Mobile Devices. - Changlong Li; Liang Shi 001; Chun Jason Xue (DAC, 2021)

Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices. - Cheng Ji 002; Li-Pin Chang; Riwei Pan; Chao Wu 006; Congming Gao; Liang Shi 001; Tei-Wei Kuo; Chun Jason Xue (FAST, 2021)

SFP: Smart File-Aware Prefetching for Flash based Storage Systems. - Han Wang 051; Longfei Luo; Liang Shi 001; Changlong Li; Chun Jason Xue; Qingfeng Zhuge; Edwin H.-M. Sha (ACM Great Lakes Symposium on VLSI, 2021)

Relaxed Placement: Minimizing Shift Operations for Racetrack Memory in Hybrid SPM. - Rui Xu 013; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Liang Shi 001; Shouzhen Gu; Yan Hou (ACM Great Lakes Symposium on VLSI, 2021)

Dynamic File Cache Optimization for Hybrid SSDs with High-Density and Low-Cost Flash Memory. - Ben Gu; Longfei Luo; Yina Lv; Changlong Li; Liang Shi 001 (ICCD, 2021)

Understanding and Optimizing Hybrid SSD with High-Density and Low-Cost Flash Memory. - Liang Shi 001; Longfei Luo; Yina Lv; Shicheng Li; Changlong Li; Edwin Hsing-Mean Sha (ICCD, 2021)

An Empirical Study of NVM-based File System. - Hongwei Duan; Liang Shi 001; Qingfeng Zhuge; Edwin Hsing-Mean Sha; Changlong Li; Yujiong Liang (NVMSA, 2021)

Read-Ahead Efficiency on Mobile Devices: Observation, Characterization, and Optimization. - Yu Liang 004; Riwei Pan; Yajuan Du; Chenchen Fu; Liang Shi 001; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Computers, 2021)

iTRIM: I/O-Aware TRIM for Improving User Experience on Mobile Devices. - Yu Liang 004; Cheng Ji 002; Chenchen Fu; Rachata Ausavarungnirun; Qiao Li 001; Riwei Pan; Siyu Chen; Liang Shi 001; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

CDB: critical data backup design for consumer devices with high-density flash based hybrid storage. - Longfei Luo; Dingcui Yu; Liang Shi 001; Chuanming Ding; Changlong Li; Edwin H.-M. Sha (DAC, 2022)

DWR: Differential Wearing for Read Performance Optimization on High-Density NAND Flash Memory. - Yunpeng Song; Qiao Li 001; Yina Lv; Changlong Li; Liang Shi 001 (DATE, 2022)

Latency Aware Page Migration for Read Performance Optimization on Hybrid SSDs. - Shicheng Li; Longfei Luo; Yina Lv; Liang Shi 001 (NVMSA, 2022)

HNFFS: Revisiting the NOR Flash File System. - Yanqi Pan; Zhisheng Hu; Nan Zhang; Hao Hu; Wen Xia; Zhongming Jiang; Liang Shi 001; Shiyi Li (NVMSA, 2022)

Access Characteristic Guided Remote Swapping for User Experience Optimization on Mobile Devices. - Wentong Li 002; Yina Lv; Changlong Li; Liang Shi 001 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Read latency variation aware performance optimization on high-density NAND flash based storage systems. - Liang Shi 001; Yina Lv; Longfei Luo; Changlong Li; Chun Jason Xue; Edwin H.-M. Sha (CCF Trans. High Perform. Comput., 2022)

Tail Latency Optimization for LDPC-Based High-Density and Low-Cost Flash Memory Devices. - Yina Lv; Liang Shi 001; Longfei Luo; Changlong Li; Chun Jason Xue; Edwin H.-M. Sha (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Reprogramming 3D TLC Flash Memory based Solid State Drives. - Congming Gao; Min Ye; Chun Jason Xue; Youtao Zhang; Liang Shi 001; Jiwu Shu; Jun Yang 002 (ACM Trans. Storage, 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)

Practical optimizations for lightweight distributed file system on consumer devices. - Yuze Xu; Hang Li; Han Wang 051; Ben Gu; Yina Lv; Longfei Luo; Changlong Li; Liang Shi 001 (CCF Trans. High Perform. Comput., 2022)

DECC: Differential ECC for Read Performance Optimization on High-Density NAND Flash Memory. - Yunpeng Song; Yina Lv; Liang Shi 001 (ASP-DAC, 2023)

ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices. - Changlong Li; Yu Liang 004; Rachata Ausavarungnirun; Zongwei Zhu; Liang Shi 001; Chun Jason Xue (EuroSys, 2023)

When F2FS Meets Compression-Based SSD! - Yunpeng Song; Yiyang Huang; Yina Lv; Yi Zhang; Liang Shi 001 (HotStorage, 2023)

MGC: Multiple-Gray-Code for 3D NAND Flash based High-Density SSDs. - Yina Lv; Liang Shi 001; Qiao Li 001; Congming Gao; Yunpeng Song; Longfei Luo; Youtao Zhang (HPCA, 2023)

Design Exploration of Dynamic Multi-Level Ternary Content-Addressable Memory Using Nanoelectromechanical Relays. - Taixin Li; Hongtao Zhong; Sumitha George; Vijaykrishnan Narayanan; Liang Shi 001; Huazhong Yang; Xueqing Li 002 (ISVLSI, 2023)

Fe-GCN: A 3D FeFET Memory Based PIM Accelerator for Graph Convolutional Networks. - Hongtao Zhong; Yu Zhu; Longfei Luo; Taixin Li; Chen Wang; Yixin Xu 001; Tianyi Wang; Yao Yu; Vijaykrishnan Narayanan; Yongpan Liu; Liang Shi 001; Huazhong Yang; et al. (ISVLSI, 2023)

Performance and reliability optimization for high-density flash-based hybrid SSDs. - Longfei Luo; Shicheng Li; Yina Lv; Liang Shi 001 (J. Syst. Archit., 2023)

Optimizing Data Placement for Hybrid SRAM+Racetrack Memory SPM in Embedded Systems. - Rui Xu 013; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Yuhong Song; Han Wang 051; Liang Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

IOSR: Improving I/O Efficiency for Memory Swapping on Mobile Devices Via Scheduling and Reshaping. - Wentong Li 002; Liang Shi 001; Hang Li; Changlong Li; Edwin Hsing-Mean Sha (ACM Trans. Embed. Comput. Syst., 2023)

Access Characteristic Guided Partition for Nand Flash-Based High-Density SSDs. - Yina Lv; Liang Shi 001; Yunpeng Song; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

ElasticZRAM: Revisiting ZRAM for Swapping on Mobile Devices. - Wentong Li 002; Dingcui Yu; Yunpeng Song; Longfei Luo; Liang Shi 001 (DAC, 2024)

CPF: A Cross-Layer Prefetching Framework for High-Density Flash-Based Storage. - Longfei Luo; Han Wang 051; Dingcui Yu; Yina Lv; Liang Shi 001 (DATE, 2024)

CacheTrimmer: Adaptive Cache File Trimming for Optimized Performance and Lifetime on Mobile Devices. - Yi Zhang; Yunpeng Song; Wentong Li 002; Yiyang Huang; Dingcui Yu; Mengyang Ma; Liang Shi 001 (ICCD, 2024)

Zoned-WB: WriteBooster Design with Zoned Storage for User Experience on Smartphones. - Dingcui Yu; Ziang Huang; Wentong Li 002; Zonghuan Yan; Shouzhen Gu; Liang Shi 001 (NAS, 2024)

Eliminate Critical Fragmentation of F2FS in Mobile Devices with Controller Co-Design. - Wenxin Wang; Yaqi Li; Liang Shi 001; Edwin H.-M. Sha (NVMSA, 2024)

Hook: A Pattern Locality Guided Prefetch with Enhanced Read Performance for Hybrid SSDs. - Yumiao Zhao; Jiancong Zheng; Gangyong Jia; Liang Shi 001; Congming Gao (NVMSA, 2024)

Adaptive Differential Wearing for Read Performance Optimization on High-Density nand Flash Memory. - Yunpeng Song; Yina Lv; Liang Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

ProtFe: Low-Cost Secure Power Side-Channel Protection for General and Custom FeFET-Based Memories. - Taixin Li; Boran Sun; Hongtao Zhong; Yixin Xu 001; Vijaykrishnan Narayanan; Liang Shi 001; Tianyi Wang; Yao Yu; Thomas Kämpfe; Kai Ni 004; Huazhong Yang; Xueqing Li 002 (ACM Trans. Design Autom. Electr. Syst., 2024)

Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap. - Changlong Li; Yu Liang 004; Liang Shi 001; Chao Wang 003; Chun Jason Xue; Xuehai Zhou (IEEE Trans. Parallel Distributed Syst., 2024)

Critical Data Backup with Hybrid Flash-Based Consumer Devices. - Longfei Luo; Dingcui Yu; Yina Lv; Liang Shi 001 (ACM Trans. Archit. Code Optim., 2024)

EEPC: Energy-Efficient Persistent Cache Scheme for Mobile Distributed File Systems. - Hang Li; Wentong Li 002; Yina Lv; Jialin Liu; Long Yang; Liang Shi 001 (IEEE Internet Things J., 2024)

Revisiting TRIM on High-Density Flash-Based Hybrid Storage Systems. - Longfei Luo; Dingcui Yu; Hang Li; Yunpeng Song; Yina Lv; Edwin H.-M. Sha; Liang Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Introduction to Special Issue on In/Near Memory and Storage Computing for Embedded Systems. - Liang Shi 001; Jingtong Shi; Hussam Amrouch; Kuan-Hsun Chen; Mengying Zhao; Weichen Liu (ACM Trans. Embed. Comput. Syst., 2024)

Access Characteristic-Guided Remote Swapping Across Mobile Devices. - Wentong Li 002; Yina Lv; Longfei Luo; Yunpeng Song; Liang Shi 001 (ACM Trans. Archit. Code Optim., 2024)

MTPS: A Multi-Task Perceiving and Scheduling Framework Across Multiple Mobile Devices. - Wentong Li 002; Hang Li; Long Yang; Lei Qiao; Liang Shi 001 (IEEE Trans. Mob. Comput., 2024)

DISS: A Novel Data Invalidation Scheme for Swap-Data on Flash Storage Systems. - Dingcui Yu; Longfei Luo; Han Wang 051; Yina Lv; Liang Shi 001 (ASP-DAC, 2025)

Simplifying and Accelerating NOR Flash I/O Stack for RAM-Restricted Microcontrollers. - Hao Huang; Yanqi Pan; Wen Xia; Xiangyu Zou; Darong Yang; Liang Shi 001; Hongwei Du 001 (ASPLOS (2), 2025)

ConZone: A Zoned Flash Storage Emulator for Consumer Devices. - Dingcui Yu; Jialin Liu; Yumiao Zhao; Wentong Li 002; Ziang Huang; Zonghuan Yan; Mengyang Ma; Liang Shi 001 (DATE, 2025)

PMR: Fast Application Response via Parallel Memory Reclaim on Mobile Devices. - Wentong Li 002; Li-Pin Chang; Yu Mao; Liang Shi 001 (USENIX ATC, 2025)

Breathing new life into compression: Resolving the dilemma of LFS with compression on flash storage. - Yunpeng Song; Yiyang Huang; Dingcui Yu; Liang Shi 001 (J. Syst. Archit., 2025)

Freezing-based Memory and Process Co-design for User Experience on Resource-limited Mobile Devices. - Changlong Li; Zongwei Zhu; Chun Jason Xue; Yu Liang 004; Rachata Ausavarungnirun; Liang Shi 001; Xuehai Zhou (ACM Trans. Comput. Syst., 2025)

Revisiting Multiple ECC on High-Density NAND Flash memory. - Yunpeng Song; Yina Lv; Wentong Li 002; Jialin Liu; Liang Shi 001 (IEEE Trans. Very Large Scale Integr. Syst., 2025)

Prophet: SSD Failure Analysis and Prediction Guided by Flash Reliability Characteristics in Data Centers. - Yunpeng Song; Yujiong Liang; Jialin Liu; Liang Shi 001 (IEEE Trans. Computers, 2025)