| 2026 | AAAI | Priority-Based Graph-Enhanced Reinforcement Learning for Robust Analog Circuit Optimization. | Jintao Li, Zhenxin Chen, Sicheng He, Aojin Li, Shui Yu |
| 2025 | AAAI | Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction. | Sicheng He, Junzhong Ji, Minglong Lei |
| 2025 | ACL | Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models. | Jianxing Liao, Junyan Xu, Yatao Sun, Maowen Tang, Sicheng He, Jingxian Liao, Shui Yu, Yun Li, Xiaohong Guan |
| 2025 | APSEC | How Do Developers Use ChatGPT for Software Test Generation? Usage Patterns, Satisfaction, and Code Adoption Analysis. | Sicheng He, Wanwei Zhan, Jijun Wang, Junjie Dai, Haoxuan Chen, Cheng Tan, Fuyang Li |
| 2025 | IROS | Sequential Multi-Object Grasping with One Dexterous Hand. | Sicheng He, Zeyu Shangguan, Kuanning Wang, Yongchong Gu, Yuqian Fu, Yanwei Fu, Daniel Seita |
| 2024 | CoRL | VoxAct-B: Voxel-Based Acting and Stabilizing Policy for Bimanual Manipulation. | I-Chun Arthur Liu, Sicheng He, Daniel Seita, Gaurav S. Sukhatme |
| 2024 | SMC | AutoForma: A Large Language Model-Based Multi-Agent for Computer-Automated Design. | Jianxing Liao, Junyan Xu, Sicheng He, Zeke Chen, Shui Yu, Yun Li |