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Yanan Li, Shusen Yang, Xuebin Ren, Liang Shi, Cong Zhao: Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1243-1256 (2024)
Longfei Luo, Dingcui Yu, Yina Lv, Liang Shi: Critical Data Backup with Hybrid Flash-Based Consumer Devices. ACM Trans. Archit. Code Optim. 21(1): 1:1-1:23 (2024)
Yunpeng Song, Yina Lv, Liang Shi: Adaptive Differential Wearing for Read Performance Optimization on High-Density nand Flash Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(1): 380-393 (2024)
Taixin Li, Boran Sun, Hongtao Zhong, Yixin Xu, Vijaykrishnan Narayanan, Liang Shi, Tianyi Wang, Yao Yu, Thomas K?mpfe, Kai Ni, Huazhong Yang, Xueqing Li: ProtFe: Low-Cost Secure Power Side-Channel Protection for General and Custom FeFET-Based Memories. ACM Trans. Design Autom. Electr. Syst. 29(1): 3:1-3:18 (2024)
Changlong Li, Yu Liang, Liang Shi, Chao Wang, Chun Jason Xue, Xuehai Zhou: Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap. IEEE Trans. Parallel Distributed Syst. 35(1): 140-153 (2024)
Luofeng Liao, Christian Kroer, Sergei Leonenkov, Okke Schrijvers, Liang Shi, Nicolás Stier Moses, Congshan Zhang: Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis. CoRR abs/2402.07322 (2024)
Rongrong Zhu, Liang Shi, Yunpeng Song, Zhongmin Cai: Integrating Gaze and Mouse Via Joint Cross-Attention Fusion Net for Students' Activity Recognition in E-learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(3): 145:1-145:35 (2023)
Longfei Luo, Shicheng Li, Yina Lv, Liang Shi: Performance and reliability optimization for high-density flash-based hybrid SSDs. J. Syst. Archit. 136: 102830 (2023)
Xin Shu, Jia Li, Liang Shi, Shucheng Huang: RES-CapsNet: an improved capsule network for micro-expression recognition. Multim. Syst. 29(3): 1593-1601 (2023)
Boyi Liang, Hongyan Liu, Elizabeth L. Cressey, Chongyang Xu, Liang Shi, Lu Wang, Jingyu Dai, Zong Wang, Jia Wang: Uncertainty of Partial Dependence Relationship between Climate and Vegetation Growth Calculated by Machine Learning Models. Remote. Sens. 15(11): 2920 (2023)
Xuexin Xu, Liang Shi, Xunquan Chen, Pingyuan Lin, Jie Lian, Jinhui Chen, Zhihong Zhang, Edwin R. Hancock: Any-to-Any Voice Conversion With Multi-Layer Speaker Adaptation and Content Supervision. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3431-3445 (2023)
Rui Xu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yuhong Song, Han Wang, Liang Shi: Optimizing Data Placement for Hybrid SRAM+Racetrack Memory SPM in Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(3): 847-859 (2023)
Yina Lv, Liang Shi, Yunpeng Song, Chun Jason Xue: Access Characteristic Guided Partition for Nand Flash-Based High-Density SSDs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4643-4656 (2023)
Wentong Li, Liang Shi, Hang Li, Changlong Li, Edwin Hsing-Mean Sha: IOSR: Improving I/O Efficiency for Memory Swapping on Mobile Devices Via Scheduling and Reshaping. ACM Trans. Embed. Comput. Syst. 22(5s): 129:1-129:23 (2023)
Beichen Li, Liang Shi, Wojciech Matusik: End-to-end Procedural Material Capture with Proxy-Free Mixed-Integer Optimization. ACM Trans. Graph. 42(4): 153:1-153:15 (2023)
Yunpeng Song, Yina Lv, Liang Shi: DECC: Differential ECC for Read Performance Optimization on High-Density NAND Flash Memory. ASP-DAC 2023: 104-109
Song Liu, Liang Shi, Zhiwei Liu: An Efficient and Reliable I/O Mapping Protocol for Industrial Cyber-Physical Systems. CNIOT 2023: 583-588
Changlong Li, Yu Liang, Rachata Ausavarungnirun, Zongwei Zhu, Liang Shi, Chun Jason Xue: ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices. EuroSys 2023: 79-93
Fuqiang Gu, Liang Shi, Hang Guo, Jianga Shang: Deep Fingerprint Metric Learning for KNN-Based Indoor Localization. GLOBECOM 2023: 182-188
Yunpeng Song, Yiyang Huang, Yina Lv, Yi Zhang, Liang Shi: When F2FS Meets Compression-Based SSD! HotStorage 2023: 87-92
Yina Lv, Liang Shi, Qiao Li, Congming Gao, Yunpeng Song, Longfei Luo, Youtao Zhang: MGC: Multiple-Gray-Code for 3D NAND Flash based High-Density SSDs. HPCA 2023: 122-136
Taixin Li, Hongtao Zhong, Sumitha George, Vijaykrishnan Narayanan, Liang Shi, Huazhong Yang, Xueqing Li: Design Exploration of Dynamic Multi-Level Ternary Content-Addressable Memory Using Nanoelectromechanical Relays. ISVLSI 2023: 1-6
Hongtao Zhong, Yu Zhu, Longfei Luo, Taixin Li, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Vijaykrishnan Narayanan, Yongpan Liu, Liang Shi, Huazhong Yang, Xueqing Li: Fe-GCN: A 3D FeFET Memory Based PIM Accelerator for Graph Convolutional Networks. ISVLSI 2023: 1-6
Congcong Liu, Liang Shi, Pei Wang, Fei Teng, Xue Jiang, Changping Peng, Zhangang Lin, Jingping Shao: Loss Harmonizing for Multi-Scenario CTR Prediction. RecSys 2023: 195-199
Koray Kavakli, Liang Shi, Hakan Urey, Wojciech Matusik, Kaan Aksit: Multi-color Holograms Improve Brightness in Holographic Displays. SIGGRAPH Asia 2023: 20:1-20:11
Huanzhou Zhu, Bo Zhao, Gang Chen, Weifeng Chen, Yijie Chen, Liang Shi, Yaodong Yang, Peter R. Pietzuch, Lei Chen: MSRL: Distributed Reinforcement Learning with Dataflow Fragments. USENIX Annual Technical Conference 2023: 977-993
Koray Kavakli, Liang Shi, Hakan ürey, Wojciech Matusik, Kaan Aksit: HoloHDR: Multi-color Holograms Improve Dynamic Range. CoRR abs/2301.09950 (2023)
Beichen Li, Bolei Deng, Wan Shou, Tae-Hyun Oh, Yuanming Hu, Yiyue Luo, Liang Shi, Wojciech Matusik: Computational Discovery of Microstructured Composites with Optimal Strength-Toughness Trade-Offs. CoRR abs/2302.01078 (2023)
Liang Shi, Jie Zhang, Shiguang Shan: Real Face Foundation Representation Learning for Generalized Deepfake Detection. CoRR abs/2303.08439 (2023)
Liang Shi, DongHun Ryu, Wojciech Matusik: Ergonomic-Centric Holography: Optimizing Realism, Immersion, and Comfort for Holographic Display. CoRR abs/2306.08138 (2023)
Liang Shi, Yina Lv, Longfei Luo, Changlong Li, Chun Jason Xue, Edwin H.-M. Sha: Read latency variation aware performance optimization on high-density NAND flash based storage systems. CCF Trans. High Perform. Comput. 4(3): 265-280 (2022)
Guangyu Sun, Liang Shi, Jingtong Hu: Editorial for the special issue on memory architectures and systems for modern applications. CCF Trans. High Perform. Comput. 4(4): 367-369 (2022)
Yuze Xu, Hang Li, Han Wang, Ben Gu, Yina Lv, Longfei Luo, Changlong Li, Liang Shi: Practical optimizations for lightweight distributed file system on consumer devices. CCF Trans. High Perform. Comput. 4(4): 474-491 (2022)
Yina Lv, Liang Shi, Longfei Luo, Changlong Li, Chun Jason Xue, Edwin H.-M. Sha: Tail Latency Optimization for LDPC-Based High-Density and Low-Cost Flash Memory Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(3): 544-557 (2022)
Congming Gao, Min Ye, Chun Jason Xue, Youtao Zhang, Liang Shi, Jiwu Shu, Jun Yang: Reprogramming 3D TLC Flash Memory based Solid State Drives. ACM Trans. Storage 18(1): 9:1-9:33 (2022)
Longfei Luo, Dingcui Yu, Liang Shi, Chuanming Ding, Changlong Li, Edwin H.-M. Sha: CDB: critical data backup design for consumer devices with high-density flash based hybrid storage. DAC 2022: 391-396
Yunpeng Song, Qiao Li, Yina Lv, Changlong Li, Liang Shi: DWR: Differential Wearing for Read Performance Optimization on High-Density NAND Flash Memory. DATE 2022: 897-902
Yanqi Pan, Zhisheng Hu, Nan Zhang, Hao Hu, Wen Xia, Zhongming Jiang, Liang Shi, Shiyi Li: HNFFS: Revisiting the NOR Flash File System. NVMSA 2022: 14-19
Shicheng Li, Longfei Luo, Yina Lv, Liang Shi: Latency Aware Page Migration for Read Performance Optimization on Hybrid SSDs. NVMSA 2022: 33-38
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu: LDP-IDS: Local Differential Privacy for Infinite Data Streams. SIGMOD Conference 2022: 1064-1077
Wentong Li, Yina Lv, Changlong Li, Liang Shi: Access Characteristic Guided Remote Swapping for User Experience Optimization on Mobile Devices. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 186-193
Jonathan Wei Zhong Lau, Hui Zhang, Lingxiao Wan, Liang Shi, Hong Cai, Xianshu Luo, Patrick Lo, Chee-Kong Lee, Leong-Chuan Kwek, Ai Qun Liu: A photonic chip-based machine learning approach for the prediction of molecular properties. CoRR abs/2203.02285 (2022)
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu: LDP-IDS: Local Differential Privacy for Infinite Data Streams. CoRR abs/2204.00526 (2022)
Huanzhou Zhu, Bo Zhao, Gang Chen, Weifeng Chen, Yijie Chen, Liang Shi, Yaodong Yang, Peter R. Pietzuch, Lei Chen: MSRL: Distributed Reinforcement Learning with Dataflow Fragments. CoRR abs/2210.00882 (2022)
Tao You, Liang Shi, Xiaoyu Wang, Muslimbek Mengibaev, Ying Zhang, Peng Zhang: The effects of aspiration under multiple strategy updating rules on cooperation in prisoner's dilemma game. Appl. Math. Comput. 394: 125770 (2021)
Liang Shi, Beichen Li, Changil Kim, Petr Kellnhofer, Wojciech Matusik: Towards real-time photorealistic 3D holography with deep neural networks. Nat. 591(7849): 234-239 (2021)
Zhiting Ren, Richard J. Daker, Liang Shi, Jiangzhou Sun, Roger E. Beaty, Xinran Wu, Qunlin Chen, Wenjing Yang, Ian M. Lyons, Adam E. Green, Jiang Qiu: Connectome-Based Predictive Modeling of Creativity Anxiety. NeuroImage 225: 117469 (2021)
Jingmin Zhao, Wenjun Bu, Liang Shi, Zechao Hu: Stability Design of Air Vibration Isolation Device for a High Power Density Main Engine. Symmetry 13(7): 1244 (2021)
Yu Liang, Riwei Pan, Yajuan Du, Chenchen Fu, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: Read-Ahead Efficiency on Mobile Devices: Observation, Characterization, and Optimization. IEEE Trans. Computers 70(1): 99-110 (2021)
Yu Liang, Cheng Ji, Chenchen Fu, Rachata Ausavarungnirun, Qiao Li, Riwei Pan, Siyu Chen, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: iTRIM: I/O-Aware TRIM for Improving User Experience on Mobile Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(9): 1782-1795 (2021)
Bo Zhou, Chuanming Ding, Yina Lv, Chun Jason Xue, Qingfeng Zhuge, Edwin H.-M. Sha, Liang Shi: SAC: A Stream Aware Write Cache Scheme for Multi-Streamed Solid State Drives. ASP-DAC 2021: 645-650
Changlong Li, Liang Shi, Chun Jason Xue: MobileSwap: Cross-Device Memory Swapping for Mobile Devices. DAC 2021: 115-120
Cheng Ji, Li-Pin Chang, Riwei Pan, Chao Wu, Congming Gao, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices. FAST 2021: 127-140
Liang Shi, Jie Zhang, Chenyue Liang, Shiguang Shan: Unknown Aware Feature Learning for Face Forgery Detection. FG 2021: 1-5
Han Wang, Longfei Luo, Liang Shi, Changlong Li, Chun Jason Xue, Qingfeng Zhuge, Edwin H.-M. Sha: SFP: Smart File-Aware Prefetching for Flash based Storage Systems. ACM Great Lakes Symposium on VLSI 2021: 45-50
Rui Xu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Liang Shi, Shouzhen Gu, Yan Hou: Relaxed Placement: Minimizing Shift Operations for Racetrack Memory in Hybrid SPM. ACM Great Lakes Symposium on VLSI 2021: 129-134
Ben Gu, Longfei Luo, Yina Lv, Changlong Li, Liang Shi: Dynamic File Cache Optimization for Hybrid SSDs with High-Density and Low-Cost Flash Memory. ICCD 2021: 170-173
Liang Shi, Longfei Luo, Yina Lv, Shicheng Li, Changlong Li, Edwin Hsing-Mean Sha: Understanding and Optimizing Hybrid SSD with High-Density and Low-Cost Flash Memory. ICCD 2021: 236-243
Xuexin Xu, Liang Shi, Jinhui Chen, Xunquan Chen, Jie Lian, Pingyuan Lin, Zhihong Zhang, Edwin R. Hancock: Two-Pathway Style Embedding for Arbitrary Voice Conversion. Interspeech 2021: 1364-1368
Brian Karrer, Liang Shi, Monica Bhole, Matt Goldman, Tyrone Palmer, Charlie Gelman, Mikael Konutgan, Feng Sun: Network Experimentation at Scale. KDD 2021: 3106-3116
Zhen Ke, Liang Shi, Songtao Sun, Erli Meng, Bin Wang, Xipeng Qiu: Pre-training with Meta Learning for Chinese Word Segmentation. NAACL-HLT 2021: 5514-5523
Hongwei Duan, Liang Shi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Changlong Li, Yujiong Liang: An Empirical Study of NVM-based File System. NVMSA 2021: 1-6
Xupeng Zou, Zhongnan Zhang, Zhen He, Liang Shi: Unsupervised Ensemble Learning with Noisy Label Correction. SIGIR 2021: 2308-2312
Jinhua Cui, Youtao Zhang, Liang Shi, Chun Jason Xue, Jun Yang, Weiguang Liu, Laurence T. Yang: Leveraging partial-refresh for performance and lifetime improvement of 3D NAND flash memory in cyber-physical systems. J. Syst. Archit. 103: 101685 (2020)
Ping Lou, Liang Shi, Xiaomei Zhang, Zheng Xiao, Junwei Yan: A Data-Driven Adaptive Sampling Method Based on Edge Computing. Sensors 20(8): 2174 (2020)
Jose Manuel López, Daniel Feldmann, Markus Rampp, Alberto Vela-Martín, Liang Shi, Marc Avila: nsCouette - A high-performance code for direct numerical simulations of turbulent Taylor-Couette flow. SoftwareX 11: 100395 (2020)
Chao Wu, Cheng Ji, Qiao Li, Congming Gao, Riwei Pan, Chenchen Fu, Liang Shi, Chun Jason Xue: Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs. IEEE Trans. Computers 69(1): 72-86 (2020)
Qiao Li, Liang Shi, Yufei Cui, Chun Jason Xue: Exploiting Asymmetric Errors for LDPC Decoding Optimization on 3D NAND Flash Memory. IEEE Trans. Computers 69(4): 475-488 (2020)
Congming Gao, Liang Shi, Qiao Li, Kai Liu, Chun Jason Xue, Jun Yang, Youtao Zhang: Aging Capacitor Supported Cache Management Scheme for Solid-State Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2230-2239 (2020)
Changlong Li, Liang Shi, Yu Liang, Chun Jason Xue: SEAL: User Experience-Aware Two-Level Swap for Mobile Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4102-4114 (2020)
Liang Shi, Beichen Li, Milos Hasan, Kalyan Sunkavalli, Tamy Boubekeur, Radomír Mech, Wojciech Matusik: Match: differentiable material graphs for procedural material capture. ACM Trans. Graph. 39(6): 196:1-196:15 (2020)
Cheng Ji, Riwei Pan, Li-Pin Chang, Liang Shi, Zongwei Zhu, Yu Liang, Tei-Wei Kuo, Chun Jason Xue: Inspection and Characterization of App File Usage in Mobile Devices. ACM Trans. Storage 16(4): 25:1-25:25 (2020)
Congming Gao, Liang Shi, Kai Liu, Chun Jason Xue, Jun Yang, Youtao Zhang: Boosting the Performance of SSDs via Fully Exploiting the Plane Level Parallelism. IEEE Trans. Parallel Distributed Syst. 31(9): 2185-2200 (2020)
Qiao Li, Liang Shi, Yejia Di, Congming Gao, Cheng Ji, Yu Liang, Chun Jason Xue: Process Variation Aware Read Performance Improvement for LDPC-Based nand Flash Memory. IEEE Trans. Reliab. 69(1): 310-321 (2020)
Yina Lv, Liang Shi, Qiao Li, Chun Jason Xue, Edwin H.-M. Sha: Access Characteristic Guided Partition for Read Performance Improvement on Solid State Drives. DAC 2020: 1-6
Yina Lv, Liang Shi, Chun Joseph Xue, Qingfeng Zhuge, Edwin H.-M. Sha: Latency Variation Aware Read Performance Optimization on 3D High Density NAND Flash Memory. ACM Great Lakes Symposium on VLSI 2020: 411-414
Hui Chen, Yina Lv, Changlong Li, Shouzhen Gu, Liang Shi: An Empirical Study of Hybrid SSD with Optane and QLC Flash. ICCD 2020: 175-178
Rui Xu, Edwin H.-M. Sha, Qingfeng Zhuge, Shouzhen Gu, Liang Shi: Optimizing Data Placement for Hybrid SPM with SRAM and Racetrack Memory. ICCD 2020: 409-416
Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Tei-Wei Kuo, Chun Jason Xue: Shaving Retries with Sentinels for Fast Read over High-Density 3D Flash. MICRO 2020: 483-495
Weilan Wang, Liang Shi, Chun Jason Xue, Edwin H.-M. Sha: A Zero-Energy Consumption Scheme for System Suspend to Limited NVM. NVMSA 2020: 1-6
Rui Xu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Liang Shi, Shouzhen Gu: Architectural Exploration on Racetrack Memories. SoCC 2020: 31-36
Yu Liang, Jinheng Li, Rachata Ausavarungnirun, Riwei Pan, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: Acclaim: Adaptive Memory Reclaim to Improve User Experience in Android Systems. USENIX Annual Technical Conference 2020: 897-910
Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu, Xuanjing Huang: Unified Multi-Criteria Chinese Word Segmentation with BERT. CoRR abs/2004.05808 (2020)
Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu: Pre-trained Model for Chinese Word Segmentation with Meta Learning. CoRR abs/2010.12272 (2020)
Brian Karrer, Liang Shi, Monica Bhole, Matt Goldman, Tyrone Palmer, Charlie Gelman, Mikael Konutgan, Feng Sun: Network experimentation at scale. CoRR abs/2012.08591 (2020)
Yan Zhao, Yujie Ning, Feng Zhang, Miao Ding, Yan Wen, Liang Shi, Kunpeng Wang, Mengnan Lu, Jingyan Sun, Menglu Wu, Bolun Cheng, Mei Ma, Lu Zhang, Shiqiang Cheng, Hui Shen, Qing Tian, Xiong Guo, Hong-Wen Deng: PCA-based GRS analysis enhances the effectiveness for genetic correlation detection. Briefings Bioinform. 20(6): 2291-2298 (2019)
Yanchao Dong, Minjing Lin, Jiguang Yue, Liang Shi: A low-cost photorealistic CG dataset rendering pipeline for facial landmark localization. Multim. Tools Appl. 78(16): 22397-22420 (2019)
Liang Shi, Xiaoning Song, Tao Zhang, Yuquan Zhu: Histogram-Based CRC for 3D-Aided Pose-Invariant Face Recognition. Sensors 19(4): 759 (2019)
Liang Shi, Feng Duan, Yikang Yang, Zhe Sun: The Effect of Treadmill Walking on Gait and Upper Trunk through Linear and Nonlinear Analysis Methods. Sensors 19(9): 2204 (2019)
Yu Liang, Yajuan Du, Chenchen Fu, Riwei Pan, Liang Shi, Chun Jason Xue: Boosting read-ahead efficiency for improved user experience on mobile devices. SIGBED Rev. 16(3): 75-80 (2019)
Yejia Di, Liang Shi, Congming Gao, Qiao Li, Chun Jason Xue, Kaijie Wu: Minimizing Retention Induced Refresh Through Exploiting Process Variation of Flash Memory. IEEE Trans. Computers 68(1): 83-98 (2019)
Cheng Ji, Li-Pin Chang, Sangwook Shane Hahn, Sungjin Lee, Riwei Pan, Liang Shi, Jihong Kim, Chun Jason Xue: File Fragmentation in Mobile Devices: Measurement, Evaluation, and Treatment. IEEE Trans. Mob. Comput. 18(9): 2062-2076 (2019)
Qiao Li, Liang Shi, Jun Yang, Youtao Zhang, Chun Jason Xue: Leveraging Approximate Data for Robust Flash Storage. DAC 2019: 215
Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Chun Jason Xue: Sentinel Cells Enabled Fast Read for NAND Flash. HotStorage 2019
Tianlong Liu, Yu Qi, Liang Shi, Jianan Yan: Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks. IJCAI 2019: 4725-4731
Yejia Di, Liang Shi, Shuo-Han Chen, Chun Jason Xue, Edwin Hsing-Mean Sha: 1+1>2: variation-aware lifetime enhancement for embedded 3D NAND flash systems. LCTES 2019: 45-56
Congming Gao, Min Ye, Qiao Li, Chun Jason Xue, Youtao Zhang, Liang Shi, Jun Yang: Constructing Large, Durable and Fast SSD System via Reprogramming 3D TLC Flash Memory. MICRO 2019: 493-505
Congming Gao, Liang Shi, Chun Jason Xue, Cheng Ji, Jun Yang, Youtao Zhang: Parallel all the time: Plane Level Parallelism Exploration for High Performance SSDs. MSST 2019: 172-184
Yina Lv, Liang Shi, Qiao Li, Congming Gao, Chun Jason Xue, Edwin Hsing-Mean Sha: Optimizing Tail Latency of LDPC based Flash Memory Storage Systems Via Smart Refresh. NAS 2019: 1-8
Cheng Ji, Lun Wang, Qiao Li, Congming Gao, Liang Shi, Chia-Lin Yang, Chun Jason Xue: Fair Down to the Device: A GC-Aware Fair Scheduler for SSD. NVMSA 2019: 1-6
Qi Li, Aosong Deng, Congming Gao, Yu Liang, Liang Shi, Edwin Hsing-Mean Sha: Optimizing fragmentation and segment cleaning for CPS based storage devices. SAC 2019: 242-249
Jiuxin Cao, Ziqing Zhu, Liang Shi, Bo Liu, Zhuo Ma: Multi-feature based event recommendation in Event-Based Social Network. Int. J. Comput. Intell. Syst. 11(1): 618-633 (2018)
Bin Xu, Yong Tang, Zhengshan Wang, Liang Shi, Jin Qi, Zhiyuan Hu: Cloud manufacturing service composition with service cooperation level evaluation. Int. J. Wirel. Mob. Comput. 15(4): 342-350 (2018)
Yongjun Zhang, Zijian Wang, Yongtao Yu, Bolun Chen, Jialin Ma, Liang Shi: LF-LDA: A Supervised Topic Model for Multi-Label Documents Classification. Int. J. Data Warehous. Min. 14(2): 18-36 (2018)
Qiao Li, Liang Shi, Congming Gao, Yejia Di, Chun Jason Xue: Access Characteristic Guided Read and Write Regulation on Flash Based Storage Systems. IEEE Trans. Computers 67(12): 1663-1676 (2018)
Congming Gao, Liang Shi, Cheng Ji, Yejia Di, Kaijie Wu, Chun Jason Xue, Edwin Hsing-Mean Sha: Exploiting Parallelism for Access Conflict Minimization in Flash-Based Solid State Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(1): 168-181 (2018)
Cheng Ji, Li-Pin Chang, Chao Wu, Liang Shi, Chun Jason Xue: An I/O Scheduling Strategy for Embedded Flash Storage Devices With Mapping Cache. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(4): 756-769 (2018)
Minhui Zou, Xiaotong Cui, Liang Shi, Kaijie Wu: Potential Trigger Detection for Hardware Trojans. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(7): 1384-1395 (2018)
Jinhua Cui, Youtao Zhang, Liang Shi, Chun Jason Xue, Weiguo Wu, Jun Yang: ApproxFTL: On the Performance and Lifetime Improvement of 3-D NAND Flash-Based SSDs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(10): 1957-1970 (2018)
Congming Gao, Liang Shi, Yejia Di, Qiao Li, Chun Jason Xue, Kaijie Wu, Edwin Hsing-Mean Sha: Exploiting Chip Idleness for Minimizing Garbage Collection - Induced Chip Access Conflict on SSDs. ACM Trans. Design Autom. Electr. Syst. 23(2): 15:1-15:29 (2018)
Liang Shi, Vahid Babaei, Changil Kim, Michael Foshey, Yuanming Hu, Pitchaya Sitthi-amorn, Szymon Rusinkiewicz, Wojciech Matusik: Deep multispectral painting reproduction via multi-layer, custom-ink printing. ACM Trans. Graph. 37(6): 271 (2018)
Huizhang Luo, Qing Liu, Jingtong Hu, Qiao Li, Liang Shi, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Write Energy Reduction for PCM via Pumping Efficiency Improvement. ACM Trans. Storage 14(3): 27:1-27:21 (2018)
Huizhang Luo, Liang Shi, Qiao Li, Chun Jason Xue, Edwin Hsing-Mean Sha: Energy, latency, and lifetime improvements in MLC NVM with enhanced WOM code. ASP-DAC 2018: 554-559
Yejia Di, Liang Shi, Congming Gao, Qiao Li, Chun Jason Xue: Revisiting wear leveling design on compression applied 3D NAND flash memory: work-in-progress. CODES+ISSS 2018: 10
Yejia Di, Liang Shi, Congming Gao, Qiao Li, Kaijie Wu, Chun Jason Xue: Loss is Gain: Shortening Data for Lifetime Improvement on Low-Cost ECC Enabled Consumer-Level Flash Memory. ACM Great Lakes Symposium on VLSI 2018: 225-230
Congming Gao, Liang Shi, Yejia Di, Qiao Li, Chun Jason Xue, Edwin Hsing-Mean Sha: An Efficient Cache Management Scheme for Capacitor Equipped Solid State Drives. ACM Great Lakes Symposium on VLSI 2018: 463-466
Liang Shi, Feng Duan, Zhenzhou Wen, Wenkai Zhang, Chi Zhu: A Study of the Rat's Turning Behaviors Based on Electrical Brain Stimulation. ICARM 2018: 857-862
Qiao Li, Liang Shi, Riwei Pan, Cheng Ji, Xiaoqiang Li, Chun Jason Xue: Selective Compression Scheme for Read Performance Improvement on Flash Devices. ICCD 2018: 43-50
Liang Shi, Jiguang Yue, Yanchao Dong, Minjing Lin, Senbo Wang, Runjie Shen, Zhiming Chang: CG Benefited Driver Facial Landmark Localization Across Large Rotation. Intelligent Vehicles Symposium 2018: 1995-2002
Congming Gao, Yejia Di, Aosong Deng, Duo Liu, Cheng Ji, Chun Jason Xue, Liang Shi: F2FS Aware Mapping Cache Design on Solid State Drives. NVMSA 2018: 31-36
Liang Shi, Yikang Yang, Feng Duan, Jiawei Chen, Zhenzhou Wen, Wenkai Zhang, Chi Zhu: A Study of the Rat's Turning Behaviors Based on Electrical Brain Stimulation. ROBIO 2018: 2485-2490
Liang Shi, Ming Xu: DWNAF: 带门限的动态窗口的NAF标量乘法 (DWNAF: A Dynamic Window NAF Scalar Multiplication with Threshold). 计算机科学 44(10): 159-164 (2017)
Xiaotong Cui, Liang Shi, Kaijie Wu: Towards trustworthy storage using SSDs with proprietary FTL. Microprocess. Microsystems 55: 82-90 (2017)
Qingwei Liang, Tianyuan Sun, Liang Shi: Reliability analysis for mutative topology structure multi-AUV cooperative system based on interactive Markov chains model. Robotica 35(8): 1761-1772 (2017)
Edwin Hsing-Mean Sha, Congming Gao, Liang Shi, Kaijie Wu, Mengying Zhao, Chun Jason Xue: Asymmetric Error Rates of Cell States Exploration for Performance Improvement on Flash Memory Based Storage Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(8): 1340-1352 (2017)
Cheng Ji, Li-Pin Chang, Liang Shi, Congming Gao, Chao Wu, Yuangang Wang, Chun Jason Xue: Lightweight Data Compression for Mobile Flash Storage. ACM Trans. Embed. Comput. Syst. 16(5s): 183:1-183:18 (2017)
Liang Shi, Fu-Chung Huang, Ward Lopes, Wojciech Matusik, David Luebke: Near-eye light field holographic rendering with spherical waves for wide field of view interactive 3D computer graphics. ACM Trans. Graph. 36(6): 236:1-236:17 (2017)
Qiao Li, Liang Shi, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Improving LDPC performance via asymmetric sensing level placement on flash memory. ASP-DAC 2017: 560-565
Qiao Li, Liang Shi, Yejia Di, Yajuan Du, Kaijie Wu, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha: A PV aware data placement scheme for read performance improvement on LDPC based flash memory: work-in-progress. CODES+ISSS 2017: 3:1-3:2
Yajuan Du, Qiao Li, Liang Shi, Deqing Zou, Hai Jin, Chun Jason Xue: Reducing LDPC Soft Sensing Latency by Lightweight Data Refresh for Flash Read Performance Improvement. DAC 2017: 23:1-23:6
Qiao Li, Liang Shi, Yejia Di, Yajuan Du, Chun Jason Xue, Edwin Hsing-Mean Sha: Exploiting Process Variation for Read Performance Improvement on LDPC Based Flash Memory Storage Systems. ICCD 2017: 681-684
Qiao Li, Liang Shi, Yejia Di, Yajuan Du, Chun Jason Xue, Chengmo Yang, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Improving read performance via selective Vpass reduction on high density 3D NAND flash memory. NVMSA 2017: 1-4
Yu Liang, Chenchen Fu, Yajuan Du, Aosong Deng, Mengying Zhao, Liang Shi, Chun Jason Xue: An empirical study of F2FS on mobile devices. RTCSA 2017: 1-9
Sangwook Shane Hahn, Sungjin Lee, Cheng Ji, Li-Pin Chang, Inhyuk Yee, Liang Shi, Chun Jason Xue, Jihong Kim: Improving File System Performance of Mobile Storage Systems Using a Decoupled Defragmenter. USENIX Annual Technical Conference 2017: 759-771
Huizhang Luo, Penglin Dai, Liang Shi, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Write reconstruction for write throughput improvement on MLC PCM based main memory. J. Syst. Archit. 71: 62-72 (2016)
Edwin Hsing-Mean Sha, Xianzhang Chen, Qingfeng Zhuge, Liang Shi, Weiwen Jiang: A New Design of In-Memory File System Based on File Virtual Address Framework. IEEE Trans. Computers 65(10): 2959-2972 (2016)
Liang Shi, Kaijie Wu, Mengying Zhao, Chun Jason Xue, Duo Liu, Edwin Hsing-Mean Sha: Retention Trimming for Lifetime Improvement of Flash Memory Storage Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(1): 58-71 (2016)
Liang Shi, Yejia Di, Mengying Zhao, Chun Jason Xue, Kaijie Wu, Edwin Hsing-Mean Sha: Exploiting Process Variation for Write Performance Improvement on NAND Flash Memory Storage Systems. IEEE Trans. Very Large Scale Integr. Syst. 24(1): 334-337 (2016)
Gangyong Jia, Liang Shi, Xi Li, Dong Dai: PUMA: From Simultaneous to Parallel for Shared Memory System in Multi-core. J. Signal Process. Syst. 84(1): 139-150 (2016)
Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge: Peak-to-average pumping efficiency improvement for charge pump in Phase Change Memories. ASP-DAC 2016: 450-455
Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge: Two-step state transition minimization for lifetime and performance improvement on MLC STT-RAM. DAC 2016: 171:1-171:6
Yejia Di, Liang Shi, Kaijie Wu, Chun Jason Xue: Exploiting process variation for retention induced refresh minimization on flash memory. DATE 2016: 391-396
Yechao Xia, Li Pan, Liang Shi, Futai Zou: Attribute Credibility Based Sybil Goup Detection in Online Social Networks. DSC 2016: 358-363
Cheng Ji, Chao Wu, Li-Pin Chang, Liang Shi, Chun Jason Xue: I/O scheduling with mapping cache awareness for flash based storage systems. EMSOFT 2016: 21:1-21:10
Qiao Li, Liang Shi, Chun Jason Xue, Kaijie Wu, Cheng Ji, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Access Characteristic Guided Read and Write Cost Regulation for Performance Improvement on Flash Memory. FAST 2016: 125-132
Cheng Ji, Li-Pin Chang, Liang Shi, Chao Wu, Qiao Li, Chun Jason Xue: An Empirical Study of File-System Fragmentation in Mobile Storage Systems. HotStorage 2016
Yejia Di, Liang Shi, Congming Gao, Kaijie Wu, Chun Jason Xue, Edwin Hsing-Mean Sha: Minimizing cell-to-cell interference by exploiting differential bit impact characteristics of scaled MLC NAND flash memories. NVMSA 2016: 1-6
Chao Wu, Cheng Ji, Liang Shi, Chun Jason Xue, Bin Huang, Yuangang Wang: Dynamic merging/splitting for better responsiveness in mobile devices. NVMSA 2016: 1-6
Juan Lei, Zhu Zhu, Yunqing Fu, Liang Shi: 一种高效的闪存存储系统偏好访问模式识别技术研究 (Research of Efficient Recognition Technique for Preferred Access Pattern of Flash Storage System). 计算机科学 42(2): 86-89 (2015)
Qing'an Li, Yanxiang He, Jianhua Li, Liang Shi, Yiran Chen, Chun Jason Xue: Compiler-Assisted Refresh Minimization for Volatile STT-RAM Cache. IEEE Trans. Computers 64(8): 2169-2181 (2015)
Mengying Zhao, Lei Jiang, Liang Shi, Youtao Zhang, Chun Jason Xue: Wear Relief for High-Density Phase Change Memory Through Cell Morphing Considering Process Variation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(2): 227-237 (2015)
Isaac Kauvar, Samuel J. Yang, Liang Shi, Ian McDowall, Gordon Wetzstein: Adaptive color display via perceptually-driven factored spectral projection. ACM Trans. Graph. 34(6): 165:1-165:10 (2015)
Ting Qu, Lailong Luo, Zhiyao Hu, Liang Shi, Junjie Xie, Deke Guo: cUpdate: Updating Software-Defined Networks with the Least Traffic Migration. BDCloud 2015: 87-92
Liang Shi, Xintong Guo, Lailong Luo, Yudong Qin: Green and Fault-Tolerant Routing in Data Centers. BigCom 2015: 465-478
Kaijie Guo, Liang Shi: A Topic Detection Method Based on Microblog Weight. CyberC 2015: 209-212
Qiao Li, Liang Shi, Congming Gao, Kaijie Wu, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Maximizing IO performance via conflict reduction for flash memory storage systems. DATE 2015: 904-907
Xiaotong Cui, Minhui Zou, Liang Shi, Kaijie Wu: Towards trustable storage using SSDs with proprietary FTL. DATE 2015: 1213-1216
Liang Shi, Derek Lin, Chunsheng Victor Fang, Yan Zhai: A Hybrid Learning from Multi-behavior for Malicious Domain Detection on Enterprise Network. ICDM Workshops 2015: 987-996
Huizhang Luo, Liang Shi, Mengying Zhao, Qingfeng Zhuge, Chun Jason Xue: Improving MLC PCM write throughput by write reconstruction. NVMSA 2015: 1-6
Edwin Hsing-Mean Sha, Xianzhang Chen, Qingfeng Zhuge, Liang Shi, Weiwen Jiang: Designing an efficient persistent in-memory file system. NVMSA 2015: 1-6
Chuiwen Ma, Liang Shi, Hanlu Huang, Mengyuan Yan: 3D Reconstruction from Full-view Fisheye Camera. CoRR abs/1506.06273 (2015)
Chuiwen Ma, Hao Su, Liang Shi: Pose Estimation Based on 3D Models. CoRR abs/1506.06274 (2015)
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