| 2026 | ACL | Distorted or Fabricated? A Survey on Hallucination in Video LLMs. | Yiyang Huang, Yitian Zhang, Yizhou Wang, Mingyuan Zhang, Liang Shi, Huimin Zeng, Yun Fu |
| 2026 | ISCAS | A Passive Threshold-Voltage-Mismatch Cancellation Technique for Visual-Neuron-Inspired HDR CMOS Image Sensors. | Liang Shi, Yuchen Wang, Junhao He, Qinhan Xu, Jingjing Liu |
| 2026 | SIGIR | TAR: Generative Auto-Bidding and Budget Pacing via Multi-Scale Trajectory Modeling. | Liang Shi, Longxiang Xu, Zhengju Tang, Yundu Huang, Jian Xu, Zhi Yang |
| 2025 | ASPDAC | DISS: A Novel Data Invalidation Scheme for Swap-Data on Flash Storage Systems. | Dingcui Yu, Longfei Luo, Han Wang, Yina Lv, Liang Shi |
| 2025 | ASPLOS | Simplifying and Accelerating NOR Flash I/O Stack for RAM-Restricted Microcontrollers. | Hao Huang, Yanqi Pan, Wen Xia, Xiangyu Zou, Darong Yang, Liang Shi, Hongwei Du |
| 2025 | DATE | ConZone: A Zoned Flash Storage Emulator for Consumer Devices. | Dingcui Yu, Jialin Liu, Yumiao Zhao, Wentong Li, Ziang Huang, Zonghuan Yan, Mengyang Ma, Liang Shi |
| 2025 | ICCV | SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-Critical Events Derived from Real-World Driving Data. | Liang Shi, Boyu Jiang, Zhenyuan Yuan, Miguel A. Perez, Feng Guo |
| 2025 | ICLR | Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis. | Luofeng Liao, Christian Kroer, Sergei Leonenkov, Okke Schrijvers, Liang Shi, Nicols Stier Moses, Congshan Zhang |
| 2025 | ICLR | VLMaterial: Procedural Material Generation with Large Vision-Language Models. | Beichen Li, Rundi Wu, Armando Solar-Lezama, Changxi Zheng, Liang Shi, Bernd Bickel, Wojciech Matusik |
| 2025 | KDD | Are Vision LLMs Road-Ready? A Comprehensive Benchmark for Safety-Critical Driving Video Understanding. | Tong Zeng, Longfeng Wu, Liang Shi, Dawei Zhou, Feng Guo |
| 2025 | WACV | ScVLM: Enhancing Vision-Language Model for Safety-Critical Event Understanding. | Liang Shi, Boyu Jiang, Tong Zeng, Feng Guo |
| 2025 | USENIX | PMR: Fast Application Response via Parallel Memory Reclaim on Mobile Devices. | Wentong Li, Li-Pin Chang, Yu Mao, Liang Shi |
| 2024 | CVPR | DuST: Dual Swin Transformer for Multi-modal Video and Time-Series Modeling. | Liang Shi, Yixin Chen, Meimei Liu, Feng Guo |
| 2024 | DAC | ElasticZRAM: Revisiting ZRAM for Swapping on Mobile Devices. | Wentong Li, Dingcui Yu, Yunpeng Song, Longfei Luo, Liang Shi |
| 2024 | DATE | CPF: A Cross-Layer Prefetching Framework for High-Density Flash-Based Storage. | Longfei Luo, Han Wang, Dingcui Yu, Yina Lv, Liang Shi |
| 2024 | ICCD | RAID45: Hybrid Parity-Based RAID for Reducing Parity Write Wear on High-Density SSDs. | Jialin Liu, Yujiong Liang, Yunpeng Song, Liang Shi |
| 2024 | ICCD | CacheTrimmer: Adaptive Cache File Trimming for Optimized Performance and Lifetime on Mobile Devices. | Yi Zhang, Yunpeng Song, Wentong Li, Yiyang Huang, Dingcui Yu, Mengyang Ma, Liang Shi |
| 2024 | SiggraphA | Large tendue 3D Holographic Display with Content-adaptive Dynamic Fourier Modulation. | Brian Chao, Manu Gopakumar, Suyeon Choi, Jonghyun Kim, Liang Shi, Gordon Wetzstein |
| 2024 | SiggraphA | Focal Surface Holographic Light Transport using Learned Spatially Adaptive Convolutions. | Chuanjun Zheng, Yicheng Zhan, Liang Shi, Ozan Cakmakci, Kaan Aksit |
| 2023 | ASPDAC | DECC: Differential ECC for Read Performance Optimization on High-Density NAND Flash Memory. | Yunpeng Song, Yina Lv, Liang Shi |
| 2023 | EuroSys | ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices. | Changlong Li, Yu Liang, Rachata Ausavarungnirun, Zongwei Zhu, Liang Shi, Chun Jason Xue |
| 2023 | GLOBECOM | Deep Fingerprint Metric Learning for KNN-Based Indoor Localization. | Fuqiang Gu, Liang Shi, Hang Guo, Jianga Shang |
| 2023 | HPCA | MGC: Multiple-Gray-Code for 3D NAND Flash based High-Density SSDs. | Yina Lv, Liang Shi, Qiao Li, Congming Gao, Yunpeng Song, Longfei Luo, Youtao Zhang |
| 2023 | RecSys | Loss Harmonizing for Multi-Scenario CTR Prediction. | Congcong Liu, Liang Shi, Pei Wang, Fei Teng, Xue Jiang, Changping Peng, Zhangang Lin, Jingping Shao |
| 2023 | SiggraphA | Multi-color Holograms Improve Brightness in Holographic Displays. | Koray Kavakli, Liang Shi, Hakan Urey, Wojciech Matusik, Kaan Aksit |
| 2023 | USENIX | MSRL: Distributed Reinforcement Learning with Dataflow Fragments. | Huanzhou Zhu, Bo Zhao, Gang Chen, Weifeng Chen, Yijie Chen, Liang Shi, Yaodong Yang, Peter R. Pietzuch, Lei Chen |
| 2022 | DAC | CDB: critical data backup design for consumer devices with high-density flash based hybrid storage. | Longfei Luo, Dingcui Yu, Liang Shi, Chuanming Ding, Changlong Li, Edwin H.-M. Sha |
| 2022 | DATE | DWR: Differential Wearing for Read Performance Optimization on High-Density NAND Flash Memory. | Yunpeng Song, Qiao Li, Yina Lv, Changlong Li, Liang Shi |
| 2022 | SIGMOD | LDP-IDS: Local Differential Privacy for Infinite Data Streams. | Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu |
| 2022 | UIC | Access Characteristic Guided Remote Swapping for User Experience Optimization on Mobile Devices. | Wentong Li, Yina Lv, Changlong Li, Liang Shi |
| 2021 | ASPDAC | 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 |
| 2021 | DAC | MobileSwap: Cross-Device Memory Swapping for Mobile Devices. | Changlong Li, Liang Shi, Chun Jason Xue |
| 2021 | FAST | Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices. | Cheng Ji, Li-Pin Chang, Riwei Pan, Chao Wu, Congming Gao, Liang Shi, Tei-Wei Kuo, Chun Jason Xue |
| 2021 | ICCD | 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 |
| 2021 | ICCD | Understanding and Optimizing Hybrid SSD with High-Density and Low-Cost Flash Memory. | Liang Shi, Longfei Luo, Yina Lv, Shicheng Li, Changlong Li, Edwin Hsing-Mean Sha |
| 2021 | Interspeech | Two-Pathway Style Embedding for Arbitrary Voice Conversion. | Xuexin Xu, Liang Shi, Jinhui Chen, Xunquan Chen, Jie Lian, Pingyuan Lin, Zhihong Zhang, Edwin R. Hancock |
| 2021 | KDD | Network Experimentation at Scale. | Brian Karrer, Liang Shi, Monica Bhole, Matt Goldman, Tyrone Palmer, Charlie Gelman, Mikael Konutgan, Feng Sun |
| 2021 | NAACL | Pre-training with Meta Learning for Chinese Word Segmentation. | Zhen Ke, Liang Shi, Songtao Sun, Erli Meng, Bin Wang, Xipeng Qiu |
| 2021 | SIGIR | Unsupervised Ensemble Learning with Noisy Label Correction. | Xupeng Zou, Zhongnan Zhang, Zhen He, Liang Shi |
| 2020 | DAC | Access Characteristic Guided Partition for Read Performance Improvement on Solid State Drives. | Yina Lv, Liang Shi, Qiao Li, Chun Jason Xue, Edwin H.-M. Sha |
| 2020 | ICCD | An Empirical Study of Hybrid SSD with Optane and QLC Flash. | Hui Chen, Yina Lv, Changlong Li, Shouzhen Gu, Liang Shi |
| 2020 | ICCD | Optimizing Data Placement for Hybrid SPM with SRAM and Racetrack Memory. | Rui Xu, Edwin H.-M. Sha, Qingfeng Zhuge, Shouzhen Gu, Liang Shi |
| 2020 | MICRO | Shaving Retries with Sentinels for Fast Read over High-Density 3D Flash. | Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Tei-Wei Kuo, Chun Jason Xue |
| 2020 | USENIX | Acclaim: Adaptive Memory Reclaim to Improve User Experience in Android Systems. | Yu Liang, Jinheng Li, Rachata Ausavarungnirun, Riwei Pan, Liang Shi, Tei-Wei Kuo, Chun Jason Xue |
| 2019 | DAC | Leveraging Approximate Data for Robust Flash Storage. | Qiao Li, Liang Shi, Jun Yang, Youtao Zhang, Chun Jason Xue |
| 2019 | IJCAI | Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks. | Tianlong Liu, Yu Qi, Liang Shi, Jianan Yan |
| 2019 | MICRO | Constructing Large, Durable and Fast SSD System via Reprogramming 3D TLC Flash Memory. | Congming Gao, Min Ye, Qiao Li, Chun Jason Xue, Youtao Zhang, Liang Shi, Jun Yang |
| 2019 | SAC | Optimizing fragmentation and segment cleaning for CPS based storage devices. | Qi Li, Aosong Deng, Congming Gao, Yu Liang, Liang Shi, Edwin Hsing-Mean Sha |
| 2018 | ASPDAC | Energy, latency, and lifetime improvements in MLC NVM with enhanced WOM code. | Huizhang Luo, Liang Shi, Qiao Li, Chun Jason Xue, Edwin Hsing-Mean Sha |
| 2018 | ICCD | Selective Compression Scheme for Read Performance Improvement on Flash Devices. | Qiao Li, Liang Shi, Riwei Pan, Cheng Ji, Xiaoqiang Li, Chun Jason Xue |
| 2017 | ASPDAC | Improving LDPC performance via asymmetric sensing level placement on flash memory. | Qiao Li, Liang Shi, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha |
| 2017 | DAC | Reducing LDPC Soft Sensing Latency by Lightweight Data Refresh for Flash Read Performance Improvement. | Yajuan Du, Qiao Li, Liang Shi, Deqing Zou, Hai Jin, Chun Jason Xue |
| 2017 | ICCD | Exploiting Process Variation for Read Performance Improvement on LDPC Based Flash Memory Storage Systems. | Qiao Li, Liang Shi, Yejia Di, Yajuan Du, Chun Jason Xue, Edwin Hsing-Mean Sha |
| 2017 | USENIX | Improving File System Performance of Mobile Storage Systems Using a Decoupled Defragmenter. | Sangwook Shane Hahn, Sungjin Lee, Cheng Ji, Li-Pin Chang, Inhyuk Yee, Liang Shi, Chun Jason Xue, Jihong Kim |
| 2017 | RTCSA | An empirical study of F2FS on mobile devices. | Yu Liang, Chenchen Fu, Yajuan Du, Aosong Deng, Mengying Zhao, Liang Shi, Chun Jason Xue |
| 2016 | ASPDAC | Peak-to-average pumping efficiency improvement for charge pump in Phase Change Memories. | Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge |
| 2016 | DAC | Two-step state transition minimization for lifetime and performance improvement on MLC STT-RAM. | Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge |
| 2016 | DATE | Exploiting process variation for retention induced refresh minimization on flash memory. | Yejia Di, Liang Shi, Kaijie Wu, Chun Jason Xue |
| 2016 | EMSOFT | I/O scheduling with mapping cache awareness for flash based storage systems. | Cheng Ji, Chao Wu, Li-Pin Chang, Liang Shi, Chun Jason Xue |
| 2016 | FAST | Access Characteristic Guided Read and Write Cost Regulation for Performance Improvement on Flash Memory. | Qiao Li, Liang Shi, Chun Jason Xue, Kaijie Wu, Cheng Ji, Qingfeng Zhuge, Edwin Hsing-Mean Sha |
| 2015 | DATE | Towards trustable storage using SSDs with proprietary FTL. | Xiaotong Cui, Minhui Zou, Liang Shi, Kaijie Wu |
| 2015 | DATE | Maximizing IO performance via conflict reduction for flash memory storage systems. | Qiao Li, Liang Shi, Congming Gao, Kaijie Wu, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha |
| 2015 | ICDM | A Hybrid Learning from Multi-behavior for Malicious Domain Detection on Enterprise Network. | Liang Shi, Derek Lin, Chunsheng Victor Fang, Yan Zhai |
| 2014 | DAC | High-Level Synthesis for Run-Time Hardware Trojan Detection and Recovery. | Xiaotong Cui, Kun Ma, Liang Shi, Kaijie Wu |
| 2014 | DAC | Retention Trimming for Wear Reduction of Flash Memory Storage Systems. | Liang Shi, Kaijie Wu, Mengying Zhao, Chun Jason Xue, Edwin Hsing-Mean Sha |
| 2014 | ICCD | Exploit asymmetric error rates of cell states to improve the performance of flash memory storage systems. | Congming Gao, Liang Shi, Kaijie Wu, Chun Jason Xue, Edwin Hsing-Mean Sha |
| 2014 | ICCD | Leveling to the last mile: Near-zero-cost bit level wear leveling for PCM-based main memory. | Mengying Zhao, Liang Shi, Chengmo Yang, Chun Jason Xue |
| 2014 | ICPADS | Combine thread with memory scheduling for maximizing performance in multi-core systems. | Gangyong Jia, Guangjie Han, Liang Shi, Jian Wan, Dong Dai |
| 2014 | SIGIR | PAAP: prefetch-aware admission policies for query results cache in web search engines. | Hongyuan Ma, Wei Liu, Bingjie Wei, Liang Shi, Xiuguo Bao, Lihong Wang, Bin Wang |
| 2014 | RTCSA | PUMA: Pseudo unified memory architecture for single-ISA heterogeneous multi-core systems. | Gangyong Jia, Liang Shi, Jian Wan, Youwei Yuan, Xi Li, Dong Dai |
| 2013 | ASPDAC | Compiler-assisted refresh minimization for volatile STT-RAM cache. | Qing'an Li, Jianhua Li, Liang Shi, Chun Jason Xue, Yiran Chen, Yanxiang He |
| 2013 | DATE | Cache coherence enabled adaptive refresh for volatile STT-RAM. | Jianhua Li, Liang Shi, Qing'an Li, Chun Jason Xue, Yiran Chen, Yinlong Xu |
| 2013 | SOSP | Coordinate page allocation and thread group for improving main memory power efficiency. | Gangyong Jia, Xi Li, Jian Wan, Liang Shi, Chao Wang |
| 2012 | ISLPED | MAC: migration-aware compilation for STT-RAM based hybrid cache in embedded systems. | Qing'an Li, Jianhua Li, Liang Shi, Chun Jason Xue, Yanxiang He |
| 2011 | EMSOFT | ExLRU: a unified write buffer cache management for flash memory. | Liang Shi, Jianhua Li, Chun Jason Xue, Chengmo Yang, Xuehai Zhou |
| 2011 | RTAS | Cooperating Write Buffer Cache and Virtual Memory Management for Flash Memory Based Systems. | Liang Shi, Chun Jason Xue, Xuehai Zhou |
| 2010 | ICNC | Modeling and control of signaling split in urban traffic network based on hybrid systems. | Jinkui Yang, Liguo Zhang, Yangzhou Chen, Liang Shi |
| 2009 | GLOBECOM | AECID Fingerprinting Positioning Performance. | Liang Shi, Torbjrn Wigren |
| 2009 | NSS | Authentication in Peer-to-Peer Network: Survey and Research Directions. | Zhongwen Li, Xiaochen Xu, Liang Shi, Jian Liu, Chen Liang |
| 2008 | GECCO | ASAGA: an adaptive surrogate-assisted genetic algorithm. | Liang Shi, Khaled Rasheed |
| 2008 | ISKE | Research & application of Metadata Management System based on data warehouse for banks. | Fucheng Xie, Beizhan Wang, Liyan Chen, Liang Shi, Qingshan Jiang, Beizhan Wang |
| 2008 | NPC | Spam Mail Filtering Based on Network Processor. | Lian Lin, Zhongwen Li, Liang Shi |
| 2006 | SEKE | A New Heuristic for Test Suite Generation for Pair-wise Testing. | Changhai Nie, Baowen Xu, Liang Shi, Ziyuan Wang |
| 2005 | APSEC | A Dynamic Optimization Strategy for Evolutionary Testing. | Xiaoyuan Xie, Liang Shi, Changhai Nie, Yanxiang He, Baowen Xu |
| 2005 | COMPSAC | Configuration Strategies for Evolutionary Testing. | Xiaoyuan Xie, Baowen Xu, Changhai Nie, Liang Shi, Lei Xu |
| 2005 | ICCS | A Software Debugging Method Based on Pairwise Testing. | Liang Shi, Changhai Nie, Baowen Xu |
| 2005 | IKE | An Approach to Decomposing Assertions into Java Codes. | Tong Li, Hongji Yang, Baowen Xu, Liang Shi |
| 2005 | SEKE | An Aspect Transformation Approach with Refactoring. | Chaohong Zhou, Baowen Xu, Tianlin Zhou, Liang Shi |
| 2004 | COMPSAC | Modular Monadic Program Slicing. | Yingzhou Zhang, Baowen Xu, Liang Shi, Bixin Li, Hongji Yang |