Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference. - Biao Fu; Minpeng Liao; Kai Fan 002; Zhongqiang Huang; Boxing Chen; Yidong Chen 001; Xiaodong Shi (EMNLP, 2023)

Towards Zero-shot Learning for End-to-end Cross-modal Translation Models. - Jichen Yang; Kai Fan 002; Minpeng Liao; Boxing Chen; Zhongqiang Huang (EMNLP (Findings), 2023)

Ada-SwinBERT: Adaptive Token Selection for Efficient Video Captioning with Online Self-Distillation. - Qianwen Cao; Heyan Huang; Minpeng Liao; Xianling Mao (ICME, 2023)

BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing. - Chen Wang; Minpeng Liao; Zhongqiang Huang; Jinliang Lu; Junhong Wu; Yuchen Liu 007; Chengqing Zong; Jiajun Zhang 001 (CoRR, 2023)

wav2vec-S: Adapting Pre-trained Speech Models for Streaming. - Biao Fu; Kai Fan 002; Minpeng Liao; Yidong Chen 001; Xiaodong Shi; Zhongqiang Huang (ACL (Findings), 2024)

MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline. - Minpeng Liao; Chengxi Li 014; Wei Luo; Jing Wu; Kai Fan 002 (ACL (Findings), 2024)

Step-level Value Preference Optimization for Mathematical Reasoning. - Guoxin Chen; Minpeng Liao; Chengxi Li 014; Kai Fan 002 (EMNLP (Findings), 2024)

BLSP-Emo: Towards Empathetic Large Speech-Language Models. - Chen Wang; Minpeng Liao; Zhongqiang Huang; Junhong Wu; Chengqing Zong; Jiajun Zhang 001 (EMNLP, 2024)

AlphaMath Almost Zero: Process Supervision without Process. - Guoxin Chen; Minpeng Liao; Chengxi Li 014; Kai Fan 002 (NeurIPS, 2024)

BLSP-KD: Bootstrapping Language-Speech Pre-training via Knowledge Distillation. - Chen Wang; Minpeng Liao; Zhongqiang Huang; Jiajun Zhang 001 (CoRR, 2024)

Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training. - Rong Bao; Donglei Yu; Kai Fan 002; Minpeng Liao (ACL (1), 2025)

LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline. - Biao Fu; Minpeng Liao; Kai Fan 002; Chengxi Li 014; Liang Zhang; Yidong Chen 001; Xiaodong Shi (ACL (Findings), 2025)

Improve Speech Translation Through Text Rewrite. - Jing Wu; Shushu Wang; Kai Fan 002; Wei Luo; Minpeng Liao; Zhongqiang Huang (COLING (Industry), 2025)

Markov Chain of Thought for Efficient Mathematical Reasoning. - Wen Yang; Minpeng Liao; Kai Fan 002 (NAACL (Long Papers), 2025)

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 002 (CoRR, 2025)

Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture. - Biao Fu; Donglei Yu; Minpeng Liao; Chengxi Li 014; Yidong Chen 001; Kai Fan 002; Xiaodong Shi (CoRR, 2025)

From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization. - Xinjie Chen; Minpeng Liao; Guoxin Chen; Chengxi Li 014; Biao Fu; Kai Fan 002; Xinggao Liu (CoRR, 2025)