| 2026 | HPDC | Dynamo-MoE: Accelerating Sparse Large Model Inference with Dynamic Parallelization. | Jiahao Chen, Shigang Li, Rongtian Fu, Tong Wu, Zhi Ma, Jingkun Dong |
| 2026 | HPDC | Omnia: Efficient RAG Serving through Speculative Scheduling. | Rongtian Fu, Shigang Li, Youxuan Xu, Tong Wu, Zhi Ma, Jinliang Shi |
| 2026 | ICS | Compiler-ASR: Bridging the IR-to-Assembly Gap for Compiler Optimization via Architecture-Specific Reward. | Kai Zhang, Shigang Li, Xueying Wang |
| 2025 | DAC | ParGNN: A Scalable Graph Neural Network Training Framework on multi-GPUs. | Junyu Gu, Shunde Li, Rongqiang Cao, Jue Wang, Zijian Wang, Zhiqiang Liang, Fang Liu, Shigang Li, Chunbao Zhou, Yangang Wang, Xuebin Chi |
| 2025 | ICS | CoLa: Towards Communication-efficient Distributed Sparse Matrix-Matrix Multiplication on GPUs. | Lixing Zhang, Yingxia Shao, Shigang Li |
| 2025 | PPoPP | FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores. | Jinliang Shi, Shigang Li, Youxuan Xu, Rongtian Fu, Xueying Wang, Tong Wu |
| 2025 | SC | Hypertron: Efficiently Scaling Large Models by Exploring High-Dimensional Parallelization Space. | Shigang Li, Jingkun Dong, Jihao Chen, Zhi Ma, Zhongzhe Hu |
| 2024 | ACCV | Learning Neural Radiance Field from Quasi-uniformly Sampled Spherical Image for Immersive Virtual Reality. | Le Wang, Shigang Li |
| 2024 | CVPR | Estimating Depth of Monocular Panoramic Image with Teacher-Student Model Fusing Equirectangular and Spherical Representations. | Jingguo Liu, Yijun Xu, Shigang Li, Jianfeng Li |
| 2024 | CVPR | Multi-scale Attention-Based Inclination Angles Estimation for Panoramic Camera. | Yuhao Shan, Heyu Chen, Jiaying Zhang, Shigang Li, Jianfeng Li |
| 2024 | IJCNN | HE-ASR-IT: Hybrid Excitation and Adaptive Style Recombination for Unpaired Image-to-Image Translation. | Ziyi Wu, Juanjuan Luo, Mingxin Du, Shigang Li, Wenbin Yao, Zhibin Huang |
| 2024 | ICRA | Microexpression to Macroexpression: Facial Expression Magnification by Single Input. | Yaqi Song, Tong Chen, Shigang Li, Jianfeng Li |
| 2024 | NSDI | A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network. | Nils Blach, Maciej Besta, Daniele De Sensi, Jens Domke, Hussein Harake, Shigang Li, Patrick Iff, Marek Konieczny, Kartik Lakhotia, Ales Kubicek, Marcel Ferrari, Fabrizio Petrini, Torsten Hoefler |
| 2024 | PPoPP | POSTER: ParGNN: Efficient Training for Large-Scale Graph Neural Network on GPU Clusters. | Shunde Li, Junyu Gu, Jue Wang, Tiechui Yao, Zhiqiang Liang, Yumeng Shi, Shigang Li, Weiting Xi, Shushen Li, Chunbao Zhou, Yangang Wang, Xuebin Chi |
| 2024 | WACV | Generation of Upright Panoramic Image from Non-upright Panoramic Image. | Jingguo Liu, Heyu Chen, Shigang Li, Jianfeng Li |
| 2023 | PPoPP | A Scalable Hybrid Total FETI Method for Massively Parallel FEM Simulations. | Kehao Lin, Chunbao Zhou, Yan Zeng, Ningming Nie, Jue Wang, Shigang Li, Yangde Feng, Yangang Wang, Kehan Yao, Tiechui Yao, Jilin Zhang, Jian Wan |
| 2023 | SC | Co-design Hardware and Algorithm for Vector Search. | Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cdric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso |
| 2023 | SC | ANT-MOC: Scalable Neutral Particle Transport Using 3D Method of Characteristics on Multi-GPU Systems. | Shunde Li, Zongguo Wang, Lingkun Bu, Jue Wang, Zhikuang Xin, Shigang Li, Yangang Wang, Yangde Feng, Peng Shi, Yun Hu, Xuebin Chi |
| 2023 | SC | Large-Scale Simulation of Structural Dynamics Computing on GPU Clusters. | Yumeng Shi, Ningming Nie, Jue Wang, Kehao Lin, Chunbao Zhou, Shigang Li, Kehan Yao, Shunde Li, Yangde Feng, Yan Zeng, Fang Liu, Yangang Wang, Yue Gao |
| 2022 | ICS | A data-centric optimization framework for machine learning. | Oliver Rausch, Tal Ben-Nun, Nikoli Dryden, Andrei Ivanov, Shigang Li, Torsten Hoefler |
| 2022 | ISMAR | Recognizing Microexpression as Macroexpression by the Teacher-student Framework Network. | Yaqi Song, Wei Zhao, Tong Chen, Shigang Li, Jianfeng Li |
| 2022 | PPoPP | Near-optimal sparse allreduce for distributed deep learning. | Shigang Li, Torsten Hoefler |
| 2022 | SC | HammingMesh: A Network Topology for Large-Scale Deep Learning. | Torsten Hoefler, Tommaso Bonato, Daniele De Sensi, Salvatore Di Girolamo, Shigang Li, Marco Heddes, Jon Belk, Deepak Goel, Miguel Castro, Steve Scott |
| 2022 | SC | Efficient Quantized Sparse Matrix Operations on Tensor Cores. | Shigang Li, Kazuki Osawa, Torsten Hoefler |
| 2021 | CVPR | Micro-Expression Recognition Based on Facial Graph Representation Learning and Facial Action Unit Fusion. | Ling Lei, Tong Chen, Shigang Li, Jianfeng Li |
| 2021 | SC | Chimera: efficiently training large-scale neural networks with bidirectional pipelines. | Shigang Li, Torsten Hoefler |
| 2021 | SC | Flare: flexible in-network allreduce. | Daniele De Sensi, Salvatore Di Girolamo, Saleh Ashkboos, Shigang Li, Torsten Hoefler |
| 2020 | ICANN | Facial Expression Recognition Method Based on a Part-Based Temporal Convolutional Network with a Graph-Structured Representation. | Lei Zhong, Changmin Bai, Jianfeng Li, Tong Chen, Shigang Li |
| 2020 | ICONIP | Facial Expression Recognition with an Attention Network Using a Single Depth Image. | Jianmin Cai, Hongliang Xie, Jianfeng Li, Shigang Li |
| 2020 | ICPR | Estimating Gaze Points from Facial Landmarks by a Remote Spherical Camera. | Shigang Li, Norika Fujii |
| 2020 | PPoPP | Taming unbalanced training workloads in deep learning with partial collective operations. | Shigang Li, Tal Ben-Nun, Salvatore Di Girolamo, Dan Alistarh, Torsten Hoefler |
| 2019 | IJCAI | Measuring Two-People Communication from Omnidirectional Video. | Yui Niibori, Shigang Li |
| 2019 | ICTAI | Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO. | Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang |
| 2019 | ISPA | swMD: Performance Optimizations for Molecular Dynamics Simulation on Sunway Taihulight. | Kun Li, Shigang Li, Bei Wang, Yifeng Chen, Yunquan Zhang |
| 2019 | SC | OpenKMC: a KMC design for hundred-billion-atom simulation using millions of cores on Sunway Taihulight. | Kun Li, Honghui Shang, Yunquan Zhang, Shigang Li, Baodong Wu, Dong Wang, Libo Zhang, Fang Li, Dexun Chen, Zhiqiang Wei |
| 2018 | ICPADS | AGCM3D: A Highly Scalable Finite-Difference Dynamical Core of Atmospheric General Circulation Model Based on 3D Decomposition. | Baodong Wu, Shigang Li, Hang Cao, Yunquan Zhang, He Zhang, Junmin Xiao, Minghua Zhang |
| 2018 | ICPP | Massively Scaling the Metal Microscopic Damage Simulation on Sunway TaihuLight Supercomputer. | Shigang Li, Baodong Wu, Yunquan Zhang, Xianmeng Wang, Jianjiang Li, Changjun Hu, Jue Wang, Yangde Feng, Ningming Nie |
| 2018 | ICPP | Communication-Avoiding for Dynamical Core of Atmospheric General Circulation Model. | Junmin Xiao, Shigang Li, Baodong Wu, He Zhang, Kun Li, Erlin Yao, Yunquan Zhang, Guangming Tan |
| 2017 | PPoPP | POSTER: Cache-Oblivious MPI All-to-All Communications on Many-Core Architectures. | Shigang Li, Yunquan Zhang, Torsten Hoefler |
| 2016 | ICIP | Two-phase approach - Calibration and iris contour estimation - For gaze tracking of head-mounted eye camera. | Jianfeng Li, Shigang Li |
| 2015 | CCGRID | Analyzing MPI-3.0 Process-Level Shared Memory: A Case Study with Stencil Computations. | Xiaomin Zhu, Junchao Zhang, Kazutomo Yoshii, Shigang Li, Yunquan Zhang, Pavan Balaji |
| 2015 | HPCC | Fast Convolution Operations on Many-Core Architectures. | Shigang Li, Yunquan Zhang, Chunyang Xiang, Lei Shi |
| 2015 | ICRA | Estimating structure of indoor scene from a single full-view image. | Hanchao Jia, Shigang Li |
| 2014 | CVPR | Eye-Model-Based Gaze Estimation by RGB-D Camera. | Jianfeng Li, Shigang Li |
| 2014 | ICPR | Calibrating Non-overlapping RGB-D Cameras. | Wuhe Zou, Shigang Li |
| 2013 | HPDC | NUMA-aware shared-memory collective communication for MPI. | Shigang Li, Torsten Hoefler, Marc Snir |
| 2013 | PDP | Asynchronous Work Stealing on Distributed Memory Systems. | Shigang Li, Jingyuan Hu, Xin Cheng, Chongchong Zhao |
| 2013 | SIN | Biometric verification using brain waves toward on-demand user management systems: performance differences between divided regions in | Isao Nakanishi, Hironao Fukuda, Shigang Li |
| 2012 | ICPR | Vanishing point estimation by spherical gradient. | Shigang Li, Hanchao Jia |
| 2011 | ICA3PP | Extending Synchronization Constructs in OpenMP to Exploit Pipeline Parallelism on Heterogeneous Multi-core. | Shigang Li, Shucai Yao, Haohu He, Lili Sun, Yi Chen, Yunfeng Peng |
| 2011 | MVA | Scene Analysis Based on Horse Vision System. | Hanchao Jia, Shigang Li |
| 2010 | ICA3PP | Support for OpenMP Tasks on Cell Architecture. | Qian Cao, Changjun Hu, Haohu He, Xiang Huang, Shigang Li |
| 2010 | ICPR | A Full-View Spherical Image Format. | Shigang Li, Ying Hai |
| 2010 | ICRA | Estimating camera pose from H-pattern of parking lot. | Shigang Li, Ying Hai |
| 2009 | ICONIP | Construction of the General Physical Condition Judgments System Using Acceleration Plethysmogram Analysis Results. | Heizo Tokutaka, Eikou Gonda, Yoshio Maniwa, Masashi Yamamoto, Toshiyuki Kakihara, Masahumi Kurata, Kikuo Fujimura, Shigang Li, Masaaki Ohkita |
| 2009 | MVA | Synchronization of Full-View Image and GPS Data for Route Map Building. | Ying Hai, Shigang Li, Yuto Mizuno |
| 2008 | IROS | Lane marking detection by side Fisheye Camera. | Shigang Li, Yuta Shimomura |
| 2006 | ACCV | Employing a Fish-Eye for Scene Tunnel Scanning. | Jiang Yu Zheng, Shigang Li |
| 2006 | ICPR | Real-Time Spherical Stereo. | Shigang Li |
| 2006 | ICPR | Full-View Spherical Image Camera. | Shigang Li |
| 2006 | IROS | Trinocular Spherical Stereo. | Shigang Li |
| 2005 | IROS | Estimating head orientation based upon sky-ground representation. | Shigang Li |
| 2005 | VR | Spherical Stereo for the Construction of Immersive VR Environment. | Shigang Li, Kiyotaka Fukumori |
| 2004 | ICPR | Sky-Ground Representation for Local Scene Description. | Shigang Li |
| 2004 | VR | Acquisition of Spherical Image by Fish-eye Conversion Lens. | Shigang Li, Masao Nakano, Norishige Chiba |
| 2002 | PG | Wandering in VR Environments by Estimating Head Pose Using an Omnicam. | Shigang Li, Fumiyoshi Ishizawa, Norishige Chiba |
| 2001 | SMC | Automatic abstracting important sentences of web articles. | Fuji Ren, Shigang Li, Kenji Kita |
| 1999 | IROS | Making a local map of indoor environments by swiveling a camera and a sonar. | Shigang Li, Toshihiko Kanbara, Akira Hayashi |
| 1998 | IROS | Robot navigation in outdoor environments by using GPS information and panoramic views. | Shigang Li, Akira Hayashi |
| 1997 | ICML | A Bayesian Approach to Model Learning in Non-Markovian Environments. | Nobuo Suematsu, Akira Hayashi, Shigang Li |
| 1996 | ICPR | Qualitative representation of outdoor environment along route. | Shigang Li, Saburo Tsuji, Akira Hayashi |
| 1995 | IROS | A navigation system based upon panoramic representation. | Shigang Li, Shunsaka Nagata, Saburo Tsuji |
| 1994 | IROS | Estimating camera motion precisely from omni-directional images. | Shigang Li, Masahiro Chiba, Saburo Tsuji |
| 1993 | IJCAI | Making Cognitive Map of Outdoor Environment. | Saburo Tsuji, Shigang Li |
| 1992 | ICPR | Finding landmarks autonomously along a route. | Shigang Li, Saburo Tsuji |
| 1992 | ICRA | Finding of 3D structure by an active-vision-based mobile robot. | Shigang Li, Ichiro Miyawaki, K. Ishiguro, Saburo Tsuji |
| 1992 | ICRA | Selecting distinctive scene features for landmarks. | Shigang Li, Saburo Tsuji |
| 1990 | ICCV | Determining of camera rotation from vanishing points of lines on horizontal planes. | Shigang Li, Saburo Tsuji, Masakazu Imai |