| 2026 | ACL | S2O: Early Stopping for Sparse Attention via Online Permutation. | Yu Zhang, Songwei Liu, Chenqian Yan, Sheng Lin, Beichen Ning, Fangmin Chen, Xing Wang |
| 2026 | PPoPP | Elastor: Elastic and Efficient Model Partitioning and Checkpointing for Fault-Tolerant Distributed Training. | Xuanyu Wang, Fangcheng Fu, Haoyang Li, Hao Ge, Sheng Lin, Jiawen Niu, Bin Cui |
| 2025 | ICA3PP | A Deep Reinforcement Learning Algorithm with Ordered Action Space for Budget-Aware Workflow Scheduling in Heterogeneous Clouds. | Yanfen Zhang, Longxin Zhang, Lili Du, Zhihua Wen, Buqing Cao, Sheng Lin, Jianguo Chen |
| 2025 | IJCNN | Hybrid Polynomial Neural Network Based On Input Set Enhancement Strategy. | Xuemin Gui, Sheng Lin, Honghao Zhang |
| 2024 | SOSP | Enabling Parallelism Hot Switching for Efficient Training of Large Language Models. | Hao Ge, Fangcheng Fu, Haoyang Li, Xuanyu Wang, Sheng Lin, Yujie Wang, Xiaonan Nie, Hailin Zhang, Xupeng Miao, Bin Cui |
| 2023 | IECON | Design of a 3D Bioprinter Control System for Micro-Vibration Assisted Extrusion. | Sheng Lin, Jianxin Hu |
| 2022 | FCCM | Hardware-Friendly Acceleration for Deep Neural Networks with Micro-Structured Compression. | Mengshu Sun, Sheng Lin, Shan Liu, Songnan Li, Yanzhi Wang, Wei Jiang, Wei Wang |
| 2022 | GLOBECOM | DADEs: 5G Dual-Adaptive Delay-aware and Energy-saving System with Tandem Learning. | Sheng Lin, Chao Qiu, Jingchao Tan, Xiaofei Wang, Yajun Yang, Ying He, Jing Jiang |
| 2021 | EMNLP | A Secure and Efficient Federated Learning Framework for NLP. | Chenghong Wang, Jieren Deng, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding |
| 2021 | ISCA | FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator. | Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding |
| 2020 | AAAI | DARB: A Density-Adaptive Regular-Block Pruning for Deep Neural Networks. | Ao Ren, Tao Zhang, Yuhao Wang, Sheng Lin, Peiyan Dong, Yen-Kuang Chen, Yuan Xie, Yanzhi Wang |
| 2020 | ASPDAC | Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. | Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang |
| 2020 | ASPLOS | PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning. | Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren |
| 2020 | DAC | RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. | Peiyan Dong, Siyue Wang, Wei Niu, Chengming Zhang, Sheng Lin, Zhengang Li, Yifan Gong, Bin Ren, Xue Lin, Dingwen Tao |
| 2020 | DATE | When Sorting Network Meets Parallel Bitstreams: A Fault-Tolerant Parallel Ternary Neural Network Accelerator based on Stochastic Computing. | Yawen Zhang, Sheng Lin, Runsheng Wang, Yanzhi Wang, Yuan Wang, Weikang Qian, Ru Huang |
| 2020 | ECCV | An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. | Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang |
| 2020 | ISLPED | NS-KWS: joint optimization of near-sensor processing architecture and low-precision GRU for always-on keyword spotting. | Qin Li, Sheng Lin, Changlu Liu, Yidong Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang |
| 2019 | ACL | KCAT: A Knowledge-Constraint Typing Annotation Tool. | Sheng Lin, Luye Zheng, Bo Chen, Siliang Tang, Zhigang Chen, Guoping Hu, Yueting Zhuang, Fei Wu, Xiang Ren |
| 2019 | EMNLP | Learning Dynamic Context Augmentation for Global Entity Linking. | Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren |
| 2019 | ISLPED | An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM. | Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang |
| 2019 | MICCAI | Deep Compressed Pneumonia Detection for Low-Power Embedded Devices. | Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang |
| 2018 | DATE | FFT-based deep learning deployment in embedded systems. | Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram |
| 2018 | HPCC | PM-RAD: An Efficient Restore Algorithm in Deduplication by Pattern Matching. | Guangping Xu, Yi Zhang, Sheng Lin, Kai Shi, Quan Yu, Chi Wan Sung |
| 2018 | ICPR | Learning Topics Using Semantic Locality. | Ziyi Zhao, Krittaphat Pugdeethosapol, Sheng Lin, Zhe Li, Caiwen Ding, Yanzhi Wang, Qinru Qiu |
| 2017 | ICDCS | A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning. | Ning Liu, Zhe Li, Jielong Xu, Zhiyuan Xu, Sheng Lin, Qinru Qiu, Jian Tang, Yanzhi Wang |
| 2017 | ISLPED | Reconfigurable thermoelectric generators for vehicle radiators energy harvesting. | Donkyu Baek, Caiwen Ding, Sheng Lin, Donghwa Shin, Jaemin Kim, Xue Lin, Yanzhi Wang, Naehyuck Chang |
| 2015 | ICA3PP | Performance Optimization and Evaluation of Space Management in Cloud Storage Systems. | Guangping Xu, Huan Li, Qunfang Mao, Sheng Lin, Hua Zhang |
| 2013 | IPCCC | Optimization for reliable erasure-coded storage allocation under multiple constraints. | Guangping Xu, Xing Guo, Hua Zhang, Sheng Lin, Chunxia Yang |
| 2013 | IPCCC | Expander code: A scalable erasure-resilient code to keep up with data growth in distributed storage. | Guangping Xu, Sheng Lin, Hua Zhang, Xing Guo, Kai Shi |
| 2013 | ISIT | New pattern erasure codes. | Sheng Lin, Kai Shi, Douglas S. Stones, Guangping Xu, Jinsong Wang |
| 2012 | CIKM | TASE: a time-aware search engine. | Sheng Lin, Peiquan Jin, Xujian Zhao, Lihua Yue |
| 2012 | IPCCC | HERO: Heterogeneity-aware erasure coded redundancy optimal allocation for reliable storage in distributed networks. | Guangping Xu, Sheng Lin, Gang Wang, Xiaoguang Liu, Kai Shi, Hua Zhang |
| 2011 | APWEB | Hybrid Index Structures for Temporal-Textual Web Search. | Peiquan Jin, Hong Chen, Sheng Lin, Xujian Zhao, Lihua Yue |
| 2011 | APWEB | Augmenting Traditional ER Method to Support Spatiotemporal Database Applications. | Sheng Lin, Peiquan Jin, Lei Zhao, Huaishuai Wang, Lanlan Zhang |
| 2011 | DASFAA | Developing an Oracle-Based Spatio-Temporal Information Management System. | Lei Zhao, Peiquan Jin, Lanlan Zhang, Huaishuai Wang, Sheng Lin |
| 2011 | ICCD | Modeling and design of a nanoscale memory cell for hardening to a single event with multiple node upset. | Sheng Lin, Yong-Bin Kim, Fabrizio Lombardi |
| 2009 | PRDC | Representing X-Code Using Latin Squares. | Gang Wang, Sheng Lin, Xiaoguang Liu, Jing Liu |
| 2009 | VTS | Soft-Error Hardening Designs of Nanoscale CMOS Latches. | Sheng Lin, Yong-Bin Kim, Fabrizio Lombardi |
| 2008 | CIS | Face Feature Extraction Based on Uncorrelated Locality Information Projection. | Kezheng Lin, Huixin Wang, Sheng Lin |
| 2008 | ICPADS | Constructing Double-Erasure HoVer Codes Using Latin Squares. | Gang Wang, Xiaoguang Liu, Sheng Lin, Guangjun Xie, Jing Liu |
| 2008 | ISKE | Uncorrelated Maximum Locality Preserving Projections. | Kezheng Lin, Sheng Lin |
| 2008 | NCA | Generalizing RDP Codes Using the Combinatorial Method. | Gang Wang, Xiaoguang Liu, Sheng Lin, Guangjun Xie, Jing Liu |
| 2008 | PRDC | Constructing Liberation Codes Using Latin Squares. | Gang Wang, Xiaoguang Liu, Sheng Lin, Guangjun Xiu, Jing Liu |
| 2007 | ICPADS | Constructing double- and triple-erasure-correcting codes with high availability using mirroring and parity approaches. | Gang Wang, Xiaoguang Liu, Sheng Lin, Guangjun Xie, Jing Liu |
| 2007 | PRDC | Combinatorial Constructions of Multi-erasure-Correcting Codes with Independent Parity Symbols for Storage Systems. | Gang Wang, Sheng Lin, Xiaoguang Liu, Guangjun Xie, Jing Liu |
| 2000 | ICRA | Robust Damping Control of Wheeled Mobile Robots. | Sheng Lin, Andrew A. Goldenberg |
| 2000 | IROS | Neural network control of mobile manipulators. | Sheng Lin, Andrew A. Goldenberg |
| 1995 | ICASSP | Segmentation based coding algorithm for low bit-rate video. | Ezzatollah Salari, Sheng Lin |
| 1994 | ISCAS | Searching over DOA Parameter Space via Neural Networks. | Sheng Lin, Qin-Ye Yin |
| 1994 | ISCAS | Performance Analysis of Hopfield Neural Networks for DOA Estimation. | Sheng Lin, Qin-Ye Yin |
| 1993 | ISCAS | Bearing estimatino without using complex transform. | Sheng Lin, Qin-Ye Yin |