| 2026 | AAAI | Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture. | Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Xinjie Chen, Yidong Chen, Kai Fan, Xiaodong Shi |
| 2026 | ACL | From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization. | Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu |
| 2025 | ACL | Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training. | Rong Bao, Donglei Yu, Kai Fan, Minpeng Liao |
| 2025 | ACL | LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline. | Biao Fu, Minpeng Liao, Kai Fan, Chengxi Li, Liang Zhang, Yidong Chen, Xiaodong Shi |
| 2025 | COLING | Improve Speech Translation Through Text Rewrite. | Jing Wu, Shushu Wang, Kai Fan, Wei Luo, Minpeng Liao, Zhongqiang Huang |
| 2025 | ICML | C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation. | Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan |
| 2025 | NAACL | Markov Chain of Thought for Efficient Mathematical Reasoning. | Wen Yang, Minpeng Liao, Kai Fan |
| 2024 | ACL | wav2vec-S: Adapting Pre-trained Speech Models for Streaming. | Biao Fu, Kai Fan, Minpeng Liao, Yidong Chen, Xiaodong Shi, Zhongqiang Huang |
| 2024 | ACL | MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline. | Minpeng Liao, Chengxi Li, Wei Luo, Jing Wu, Kai Fan |
| 2024 | EMNLP | Step-level Value Preference Optimization for Mathematical Reasoning. | Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan |
| 2024 | EMNLP | BLSP-Emo: Towards Empathetic Large Speech-Language Models. | Chen Wang, Minpeng Liao, Zhongqiang Huang, Junhong Wu, Chengqing Zong, Jiajun Zhang |
| 2023 | EMNLP | Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference. | Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi |
| 2023 | EMNLP | Towards Zero-shot Learning for End-to-end Cross-modal Translation Models. | Jichen Yang, Kai Fan, Minpeng Liao, Boxing Chen, Zhongqiang Huang |