| 2025 | AAAI | FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program. | Yixiang Hu, Feng Wu, Shaoang Li, Yifang Zhao, Xiang-Yang Li |
| 2025 | DAC | Hardware Generation with High Flexibility using Reinforcement Learning Enhanced LLMs. | Yifang Zhao, Weimin Fu, Shijie Li, Yixiang Hu, Xiaolong Guo, Yier Jin |
| 2025 | ICCCN | TOPO-X: Co-optimize Flow Scheduling, Topology, and ML Training Parallelism. | Yixiang Hu, Han Tian, Yifang Zhao, Feng Wu, Xiang-Yang Li |
| 2025 | ISCAS | Enhancing LLM Performance on Hardware Design Generation Task via Reinforcement Learning. | Yifang Zhao, Weimin Fu, Shijie Li, Yixiang Hu, Xiaolong Guo, Yier Jin |
| 2024 | ASPDAC | Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge. | Weimin Fu, Shijie Li, Yifang Zhao, Haocheng Ma, Raj Gautam Dutta, Xuan Zhang, Kaichen Yang, Yier Jin, Xiaolong Guo |
| 2024 | CCS | Poster: Enhance Hardware Domain Specific Large Language Model with Reinforcement Learning for Resilience. | Weimin Fu, Yifang Zhao, Yier Jin, Xiaolong Guo |