| 2025 | ICLR | Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection. | Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang |
| 2024 | ACCV | A Universal Structure of YOLO Series Small Object Detection Models. | Shengchao Hu, Xiao Liu, Weijun Wang, Tianlun Huang, Wei Feng |
| 2024 | ICLR | Learning Multi-Agent Communication from Graph Modeling Perspective. | Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao |
| 2024 | ICML | Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization. | Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang |
| 2024 | ICML | HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. | Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao |
| 2024 | ICML | Q-value Regularized Transformer for Offline Reinforcement Learning. | Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao |
| 2022 | ECCV | ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning. | Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao |