| 2026 | FAST | AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy Utilization. | Weijie Liu, Shengwei Li, Zhiquan Lai, Keshi Ge, Qiaoling Chen, Peng Sun, Dongsheng Li, Kai Lu |
| 2024 | ISPA | HSDP: Accelerating Large-scale Model Training via Efficient Sharded Data Parallelism. | Yanqi Hao, Zhiquan Lai, Wei Wang, Shengwei Li, Weijie Liu, Keshi Ge, Dongsheng Li |
| 2023 | CLUSTER | Prophet: Fine-grained Load Balancing for Parallel Training of Large-scale MoE Models. | Wei Wang, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Yujie Liu, Ao Shen, Dongsheng Li |
| 2023 | EuroPar | Auto-Divide GNN: Accelerating GNN Training with Subgraph Division. | Hongyu Chen, Zhejiang Ran, Keshi Ge, Zhiquan Lai, Jingfei Jiang, Dongsheng Li |
| 2022 | CLUSTER | HPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training. | Yabo Duan, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Peng Liang, Dongsheng Li |
| 2022 | CLUSTER | AutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing. | Weijie Liu, Zhiquan Lai, Shengwei Li, Yabo Duan, Keshi Ge, Dongsheng Li |
| 2022 | ICASSP | S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning. | Keshi Ge, Yongquan Fu, Yiming Zhang, Zhiquan Lai, Xiaoge Deng, Dongsheng Li |
| 2021 | CLUSTER | CASQ: Accelerate Distributed Deep Learning with Sketch-Based Gradient Quantization. | Keshi Ge, Yiming Zhang, Yongquan Fu, Zhiquan Lai, Xiaoge Deng, Dongsheng Li |
| 2020 | IWQoS | Tag Pollution Detection in Web Videos via Cross-Modal Relevance Estimation. | Yixin Chen, Xinye Lin, Keshi Ge, Wenbo He, Dongsheng Li |
| 2019 | ICDCS | HPDL: Towards a General Framework for High-performance Distributed Deep Learning. | Dongsheng Li, Zhiquan Lai, Keshi Ge, Yiming Zhang, Zhaoning Zhang, Qinglin Wang, Huaimin Wang |
| 2018 | ICDM | An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines. | Lei Guan, Linbo Qiao, Dongsheng Li, Tao Sun, Keshi Ge, Xicheng Lu |