Minpeng Liao

30 papers A* 5A 1Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture.
AAAI
Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Xinjie Chen, Yidong Chen, Kai Fan, Xiaodong Shi
2025 A* conf
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation.
ICML
Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan
2025 J jnl
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation.
CoRR
Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan
2025 J jnl
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture.
CoRR
Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Yidong Chen, Kai Fan, Xiaodong Shi
2025 — conf
Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training.
ACL (1)
Rong Bao, Donglei Yu, Kai Fan, Minpeng Liao
2025 J jnl
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization.
CoRR
Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu
2025 — conf
Improve Speech Translation Through Text Rewrite.
COLING (Industry)
Jing Wu, Shushu Wang, Kai Fan, Wei Luo, Minpeng Liao, Zhongqiang Huang
2025 J jnl
IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction.
CoRR
Guoxin Chen, Zile Qiao, Xuanzhong Chen, Donglei Yu, Haotian Xu, Wayne Xin Zhao, Ruihua Song, Wenbiao Yin, Huifeng Yin, Liwen Zhang, Kuan Li, Minpeng Liao, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
2025 — conf
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline.
ACL (Findings)
Biao Fu, Minpeng Liao, Kai Fan, Chengxi Li, Liang Zhang, Yidong Chen, Xiaodong Shi
2025 J jnl
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline.
CoRR
Biao Fu, Minpeng Liao, Kai Fan, Chengxi Li, Liang Zhang, Yidong Chen, Xiaodong Shi
2025 J jnl
MARS: Optimizing Dual-System Deep Research via Multi-Agent Reinforcement Learning.
CoRR
Guoxin Chen, Zile Qiao, Wenqing Wang, Donglei Yu, Xuanzhong Chen, Hao Sun, Minpeng Liao, Kai Fan, Yong Jiang, Penguin Xie, Wayne Xin Zhao, Ruihua Song, Fei Huang
2025 — conf
Markov Chain of Thought for Efficient Mathematical Reasoning.
NAACL (Long Papers)
Wen Yang, Minpeng Liao, Kai Fan
2025 J jnl
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization.
CoRR
Guoxin Chen, Jing Wu, Xinjie Chen, Wayne Xin Zhao, Ruihua Song, Chengxi Li, Kai Fan, Dayiheng Liu, Minpeng Liao
2025 J jnl
WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents.
CoRR
Zile Qiao, Guoxin Chen, Xuanzhong Chen, Donglei Yu, Wenbiao Yin, Xinyu Wang, Zhen Zhang, Baixuan Li, Huifeng Yin, Kuan Li, Rui Min, Minpeng Liao, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
2024 A* conf
AlphaMath Almost Zero: Process Supervision without Process.
NeurIPS
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 J jnl
AlphaMath Almost Zero: process Supervision without process.
CoRR
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 A* conf
BLSP-Emo: Towards Empathetic Large Speech-Language Models.
EMNLP
Chen Wang, Minpeng Liao, Zhongqiang Huang, Junhong Wu, Chengqing Zong, Jiajun Zhang
2024 J jnl
BLSP-Emo: Towards Empathetic Large Speech-Language Models.
CoRR
Chen Wang, Minpeng Liao, Zhongqiang Huang, Junhong Wu, Chengqing Zong, Jiajun Zhang
2024 J jnl
BLSP-KD: Bootstrapping Language-Speech Pre-training via Knowledge Distillation.
CoRR
Chen Wang, Minpeng Liao, Zhongqiang Huang, Jiajun Zhang
2024 — conf
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline.
ACL (Findings)
Minpeng Liao, Chengxi Li, Wei Luo, Jing Wu, Kai Fan
2024 J jnl
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline.
CoRR
Minpeng Liao, Wei Luo, Chengxi Li, Jing Wu, Kai Fan
2024 J jnl
Markov Chain of Thought for Efficient Mathematical Reasoning.
CoRR
Wen Yang, Kai Fan, Minpeng Liao
2024 — conf
Step-level Value Preference Optimization for Mathematical Reasoning.
EMNLP (Findings)
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 J jnl
Step-level Value Preference Optimization for Mathematical Reasoning.
CoRR
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 — conf
wav2vec-S: Adapting Pre-trained Speech Models for Streaming.
ACL (Findings)
Biao Fu, Kai Fan, Minpeng Liao, Yidong Chen, Xiaodong Shi, Zhongqiang Huang
2023 A conf
Ada-SwinBERT: Adaptive Token Selection for Efficient Video Captioning with Online Self-Distillation.
ICME
Qianwen Cao, Heyan Huang, Minpeng Liao, Xianling Mao
2023 A* conf
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference.
EMNLP
Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi
2023 J jnl
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference.
CoRR
Biao Fu, Kai Fan, Minpeng Liao, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi
2023 J jnl
BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing.
CoRR
Chen Wang, Minpeng Liao, Zhongqiang Huang, Jinliang Lu, Junhong Wu, Yuchen Liu, Chengqing Zong, Jiajun Zhang
2023 — conf
Towards Zero-shot Learning for End-to-end Cross-modal Translation Models.
EMNLP (Findings)
Jichen Yang, Kai Fan, Minpeng Liao, Boxing Chen, Zhongqiang Huang