| 2026 | DATE | XTree on EquiMesh: Topology and Algorithm Co-Design for Collective Communication. | Junwei Cui, Le Qin, Weilin Cai, Jiayi Huang |
| 2026 | ISCA | Mapping and Communication Optimizations with Fault Tolerance for Wafer-Scale LLM Inference. | Junwei Cui, Le Qin, Weilin Cai, Jiayi Huang |
| 2025 | ASPLOS | MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training. | Weilin Cai, Le Qin, Jiayi Huang |
| 2025 | ICML | Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts. | Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang |
| 2025 | ISCA | TRACI: Network Acceleration of Input-Dynamic Communication for Large-Scale Deep Learning Recommendation Model. | Guyue Huang, Hao Li, Le Qin, Jiayi Huang, Yangwook Kang, Yufei Ding, Yuan Xie |
| 2025 | ISCA | Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models. | Le Qin, Junwei Cui, Weilin Cai, Jiayi Huang |
| 2025 | MICRO | Optimizing All-to-All Collective Communication with Fault Tolerance on Torus Networks. | Le Qin, Junwei Cui, Weilin Cai, Meng Niu, Yan Yang, Jiayi Huang |
| 2019 | HCI | Designing a Cyber Physical System Prototype for the Leaching Process in Producing High-Purity Materials. | Simin Zuo, Guochao Peng, Yuanshan Zhang, Fei Xing, Le Qin, Jiangfeng Tang |
| 2018 | ICCCN | CCoLBP: Chromatic Co-Occurrence of Local Binary Pattern for Face Presentation Attack Detection. | Fei Peng, Le Qin, Min Long |
| 2016 | SecureComm | POSTER: Non-intrusive Face Spoofing Detection Based on Guided Filtering and Image Quality Analysis. | Fei Peng, Le Qin, Min Long |