Minpeng Liao

According to our database, Minpeng Liao authored at least 17 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

CoRR, July, 2025

Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture.

Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Yidong Chen, Kai Fan, Xiaodong Shi

CoRR, April, 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

CoRR, February, 2025

Markov Chain of Thought for Efficient Mathematical Reasoning.

Wen Yang, Minpeng Liao, Kai Fan

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Improve Speech Translation Through Text Rewrite.

Jing Wu, Shushu Wang, Kai Fan, Wei Luo, Minpeng Liao, Zhongqiang Huang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training.

Rong Bao, Donglei Yu, Kai Fan, Minpeng Liao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

BLSP-KD: Bootstrapping Language-Speech Pre-training via Knowledge Distillation.

Chen Wang, Minpeng Liao, Zhongqiang Huang, Jiajun Zhang

CoRR, 2024

AlphaMath Almost Zero: Process Supervision without Process.

Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

BLSP-Emo: Towards Empathetic Large Speech-Language Models.

Chen Wang, Minpeng Liao, Zhongqiang Huang, Junhong Wu, Chengqing Zong, Jiajun Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Step-level Value Preference Optimization for Mathematical Reasoning.

Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline.

Minpeng Liao, Chengxi Li, Wei Luo, Jing Wu, Kai Fan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

wav2vec-S: Adapting Pre-trained Speech Models for Streaming.

Biao Fu, Kai Fan, Minpeng Liao, Yidong Chen, Xiaodong Shi, Zhongqiang Huang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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, Chengqing Zong, Jiajun Zhang

CoRR, 2023

Ada-SwinBERT: Adaptive Token Selection for Efficient Video Captioning with Online Self-Distillation.

Qianwen Cao, Heyan Huang, Minpeng Liao, Xianling Mao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Towards Zero-shot Learning for End-to-end Cross-modal Translation Models.

Jichen Yang, Kai Fan, Minpeng Liao, Boxing Chen, Zhongqiang Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023