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)

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)

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)

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)

Maximizing I/O throughput and minimizing performance variation via reinforcement learning based I/O merging for SSDs: work-in-progress. - Chao Wu 006; Cheng Ji 002; Qiao Li 001; Chenchen Fu; Chun Jason Xue (CASES, 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)

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)

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)

Online Rare Category Detection for Edge Computing. - Yufei Cui; Qiao Li 001; Sarana Nutanong; Chun Jason Xue (DATE, 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)

Mismatched Memory Management of Android Smartphones. - Yu Liang 004; Qiao Li 001; Chun Jason Xue (HotStorage, 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)

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)

Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex. - Yufei Cui; Wuguannan Yao; Qiao Li 001; Antoni B. Chan; Chun Jason Xue (CoRR, 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)

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)

Valid Window: A New Metric to Measure the Reliability of NAND Flash Memory. - Min Ye; Qiao Li 001; Jianqiang Nie; Tei-Wei Kuo; Chun Jason Xue (DATE, 2020)

Fully Nested Neural Network for Adaptive Compression and Quantization. - Yufei Cui; Ziquan Liu; Wuguannan Yao; Qiao Li 001; Antoni B. Chan; Tei-Wei Kuo; Chun Jason Xue (IJCAI, 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)

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)

Boosting User Experience via Foreground-Aware Cache Management in UFS Mobile Devices. - Chao Wu 006; Qiao Li 001; Cheng Ji 002; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits 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)

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression. - Yufei Cui; Ziquan Liu; Qiao Li 001; Antoni B. Chan; Chun Jason Xue (CVPR, 2021)

How the common retention acceleration method of 3D NAND flash memory goes wrong? - Qiao Li 001; Min Ye; Tei-Wei Kuo; Chun Jason Xue (HotStorage, 2021)

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression. - Yufei Cui; Ziquan Liu; Qiao Li 001; Yu Mao 001; Antoni B. Chan; Chun Jason Xue (CoRR, 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)

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)

RM-SSD: In-Storage Computing for Large-Scale Recommendation Inference. - Xuan Sun 003; Hu Wan 001; Qiao Li 001; Chia-Lin Yang; Tei-Wei Kuo; Chun Jason Xue (HPCA, 2022)

Stop unnecessary refreshing: extending 3D NAND flash lifetime with ORBER. - Min Ye; Qiao Li 001; Congming Gao; Shun Deng; Tei-Wei Kuo; Chun Jason Xue (CCF Trans. High Perform. Comput., 2022)

Online Rare Category Identification and Data Diversification for Edge Computing. - Yufei Cui; Qiao Li 001; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Bits-Ensemble: Toward Light-Weight Robust Deep Ensemble by Bits-Sharing. - Yufei Cui; Shangyu Wu; Qiao Li 001; Antoni B. Chan; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Resolving the Reliability Issues of Open Blocks for 3-D NAND Flash: Observations and Strategies. - Qiao Li 001; Min Ye; Yufei Cui; Tianyu Ren; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex. - Yufei Cui; Wuguannan Yao; Qiao Li 001; Antoni B. Chan; Chun Jason Xue (IEEE Trans. Neural Networks Learn. Syst., 2022)

A Study of Invalid Programming in 3D QLC NAND Flash Memories. - Hongyang Dang; Xiangyu Yao; Zheng Wan; Qiao Li 001 (HotStorage, 2023)

Multi-Granularity Shadow Paging with NVM Write Optimization for Crash-Consistent Memory-Mapped I/O. - Hongchao Du; Qiao Li 001; Riwei Pan; Tei-Wei Kuo; Chun Jason Xue (HPCA, 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)

Read Disturb and Reliability: The Complete Story for 3D CT NAND Flash. - Tianyu Ren; Qiao Li 001; Min Ye; Chun Jason Xue (NVMSA, 2023)

Shared Dictionary Compression for Efficient Mobile Software Distribution. - Jinheng Li; Qiao Li 001; Qingan Li; Chun Jason Xue (RTCSA, 2023)

Towards LDPC Read Performance of 3D Flash Memories with Layer-induced Error Characteristics. - Yajuan Du; Siyi Huang; Yao Zhou; Qiao Li 001 (ACM Trans. Design Autom. Electr. Syst., 2023)

Variational Nested Dropout. - Yufei Cui; Yu Mao 001; Ziquan Liu; Qiao Li 001; Antoni B. Chan; Xue (Steve) Liu; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

LDPC Level Prediction Toward Read Performance of High-Density Flash Memories. - Yajuan Du; Yuan Gao; Siyi Huang; Qiao Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Revisiting Swapping in User-Space With Lightweight Threading. - Kan Zhong; Wenlin Cui; Xin Chen; Qiao Li 001; Zhe Yang 012; Youyou Lu; Xiaodan Yan; Siwei Luo; Qizhao Yuan; Keji Huang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

wearMeter: an Accurate Wear Metric for NAND Flash Memory. - Min Ye; Qiao Li 001; Daniel Wen; Tei-Wei Kuo; Chun Jason Xue (ASPDAC, 2024)

Achieving Near-Zero Read Retry for 3D NAND Flash Memory. - Min Ye; Qiao Li 001; Yina Lv; Jie Zhang 048; Tianyu Ren; Daniel Wen; Tei-Wei Kuo; Chun Jason Xue (ASPLOS (2), 2024)

StreamPIM: Streaming Matrix Computation in Racetrack Memory. - Yuda An; Yunxiao Tang; Shushu Yi; Li Peng; Xiurui Pan; Guangyu Sun 003; Zhaochu Luo; Qiao Li 001; Jie Zhang 048 (HPCA, 2024)

Midas Touch: Invalid-Data Assisted Reliability and Performance Boost for 3d High-Density Flash. - Qiao Li 001; Hongyang Dang; Zheng Wan; Congming Gao; Min Ye; Jie Zhang 048; Tei-Wei Kuo; Chun Jason Xue (HPCA, 2024)

DPC: DPU-accelerated High-Performance File System Client. - Kan Zhong; Zhiwang Yu; Qiao Li 001; Xianqiang Luo; Linbo Long; Yujuan Tan; Ao Ren; Duo Liu (ICPP, 2024)

Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation. - Xiurui Pan; Yuda An; Shengwen Liang; Bo Mao; Mingzhe Zhang; Qiao Li 001; Myoungsoo Jung; Jie Zhang 048 (ISCA, 2024)

Reliability Impacts Among Neighboring Wordlines on 3D QLC NAND Flash. - Junlong Zhu; Zheng Wan; Hongyang Dang; Kan Zhong; Min Ye; Qiao Li 001; Chun Jason Xue (NVMSA, 2024)

Binary Folding Compression for Efficient Software Distribution. - Jinheng Li; Qiao Li 001; Hu Wan 001; Chun Jason Xue (SAC, 2024)

BIZA: Design of Self-Governing Block-Interface ZNS AFA for Endurance and Performance. - Shushu Yi; Shaocong Sun; Li Peng; Yingbo Sun; Ming-Chang Yang; Zhichao Cao 002; Qiao Li 001; Myoungsoo Jung; Ke Zhou 001; Jie Zhang 048 (SOSP, 2024)

ScalaCache: Scalable User-Space Page Cache Management with Software-Hardware Coordination. - Li Peng; Yuda An; You Zhou; Chenxi Wang; Qiao Li 001; Chuanning Cheng; Jie Zhang 048 (USENIX ATC, 2024)

ScalaAFA: Constructing User-Space All-Flash Array Engine with Holistic Designs. - Shushu Yi; Xiurui Pan; Qiao Li 001; Qiang Li; Chenxi Wang; Bo Mao; Myoungsoo Jung; Jie Zhang 048 (USENIX ATC, 2024)

InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference. - Xiurui Pan; Endian Li; Qiao Li 001; Shengwen Liang; Yizhou Shan; Ke Zhou 001; Yingwei Luo; Xiaolin Wang 001; Jie Zhang 048 (CoRR, 2024)

A Novel Extensible Simulation Framework for CXL-Enabled Systems. - Yuda An; Shushu Yi; Bo Mao; Qiao Li 001; Mingzhe Zhang; Ke Zhou; Nong Xiao; Guangyu Sun; Xiaolin Wang; Yingwei Luo; Jie Zhang (CoRR, 2024)

Space-efficient and high-performance inline deduplication for emerging hybrid storage system with Libra＋. - Renhui Chen; Tianmeng Zhang; Zijing Li; Congming Gao; Youtao Zhang; Qiao Li 001; Jun Yang 002; Jiwu Shu (J. Syst. Archit., 2024)

Characterizing and Optimizing LDPC Performance on 3D NAND Flash Memories. - Qiao Li 001; Yu Chen; Guanyu Wu; Yajuan Du; Min Ye; Xinbiao Gan; Jie Zhang 048; Zhirong Shen; Jiwu Shu; Chun Xue 001 (ACM Trans. Archit. Code Optim., 2024)

Near-Free Lifetime Extension for 3-D nand Flash via Opportunistic Self-Healing. - Tianyu Ren; Qiao Li 001; Yina Lv; Min Ye; Nan Guan; Chun Jason Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Extremely-Compressed SSDs with I/O Behavior Prediction. - Xiangyu Yao; Qiao Li 001; Kaihuan Lin; Xinbiao Gan; Jie Zhang 048; Congming Gao; Zhirong Shen; Quanqing Xu; Chuanhui Yang; Jason Xue 001 (ACM Trans. Storage, 2024)

MST: Topology-Aware Message Aggregation for Exascale Graph Processing of Traversal-Centric Algorithms. - Xinbiao Gan; Tiejun Li; Feng Xiong; Bo Yang 023; Xinhai Chen; Chunye Gong; Shijie Li 002; Kai Lu 001; Qiao Li 001; Yiming Zhang 003 (ACM Trans. Archit. Code Optim., 2024)

DELTA: Memory-Efficient Training via Dynamic Fine-Grained Recomputation and Swapping. - Yu Tang; Qiao Li 001; Lujia Yin; Dongsheng Li 001; Yiming Zhang 003; Chenyu Wang; Xingcheng Zhang; Linbo Qiao; Zhaoning Zhang 001; Kai Lu 001 (ACM Trans. Archit. Code Optim., 2024)

SPDK+: Low Latency or High Power Efficiency? We Take Both. - Endian Li; Shushu Yi; Li Peng; Qiao Li 001; Diyu Zhou; Zhenlin Wang; Xiaolin Wang 001; Bo Mao; Yingwei Luo; Ke Zhou 001; Jie Zhang 048 (HotStorage, 2025)

InstAttention: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference. - Xiurui Pan; Endian Li; Qiao Li 001; Shengwen Liang; Yizhou Shan; Ke Zhou 001; Yingwei Luo; Xiaolin Wang 001; Jie Zhang 048 (HPCA, 2025)

XHarvest: Rethinking High-Performance and Cost-Efficient SSD Architecture with CXL-Driven Harvesting. - Li Peng; Wenbo Wu; Shushu Yi; Xianzhang Chen; Chenxi Wang; Shengwen Liang; Zhe Wang 017; Nong Xiao 001; Qiao Li 001; Mingzhe Zhang; Jie Zhang 048 (ISCA, 2025)

ArtMem: Adaptive Migration in Reinforcement Learning-Enabled Tiered Memory. - Xinyue Yi; Hongchao Du; Yu Wang 002; Jie Zhang 048; Qiao Li 001; Chun Jason Xue (ISCA, 2025)

Improving Tridiagonalization Performance on GPU Architectures. - Hansheng Wang; Zhekai Duan; Zitian Zhao; Siqi Wu; Saiqi Zheng; Qiao Li 001; Xu Jiang 004; Shaoshuai Zhang (PPoPP, 2025)

PIM-IoT: Enabling hierarchical, heterogeneous, and agile Processing-in-Memory in IoT systems. - Kan Zhong; Qiao Li 001; Ao Ren; Yujuan Tan; Xianzhang Chen; Linbo Long; Duo Liu (Future Gener. Comput. Syst., 2025)

Koala: Efficient Pipeline Training through Automated Schedule Searching on Domain-Specific Language. - Yu Tang; Lujia Yin; Qiao Li 001; Hongyu Zhu; Hengjie Li; Xingcheng Zhang; Linbo Qiao; Dongsheng Li 001; Jiaxin Li (ACM Trans. Archit. Code Optim., 2025)

Rethinking LSM-tree based Key-Value Stores: A Survey. - Yina Lv; Qiao Li 001; Quanqing Xu; Congming Gao; Chuanhui Yang; Xiaoli Wang; Chun Jason Xue (CoRR, 2025)

Device-Level Optimization Techniques for Solid-State Drives: A Survey. - Tianyu Ren; Yajuan Du; Jinhua Cui 001; Yina Lv; Qiao Li 001; Chun Jason Xue (CoRR, 2025)