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Minpeng Liao

BLSP-Emo: Towards Empathetic Large Speech-Language Models
2024 · Chen Wang, Minpeng Liao, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 18
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AlphaMath Almost Zero: Process Supervision without Process
2024 · Guoxin Chen, Minpeng Liao, et al. · neural information processing systems · 14
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BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing
2023 · Wang, Chen, Liao, Minpeng, et al. · arXiv (Cornell University) · 9
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Step-level Value Preference Optimization for Mathematical Reasoning
2024 · Guoxin Chen, Minpeng Liao, et al. · 6
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wav2vec-S: Adapting Pre-trained Speech Models for Streaming
2024 · Biao Fu, Kai Fan, et al. · 5
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Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference
2023 · Biao Fu, Minpeng Liao, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 4
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LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline
2025 · Biao Fu, Minpeng Liao, et al. · 3
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MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline
2024 · Minpeng Liao, Chengxi Li, et al. · 2
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Ada-SwinBERT: Adaptive Token Selection for Efficient Video Captioning with Online Self-Distillation
2023 · Qianwen Cao, Heyan Huang, et al. · IEEE International Conference on Multimedia and Expo (ICME) · 2
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture
2026 · Biao Fu, Donglei Yu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
Markov Chain of Thought for Efficient Mathematical Reasoning
2025 · Wen Yang, Minpeng Liao, et al. · Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 1
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Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training
2025 · Rong Bao, Donglei Yu, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 1
Markov Chain of Thought for Efficient Mathematical Reasoning
2024 · Yang, Wen, Liao, Minpeng, et al. · arXiv (Cornell University) · 1
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BLSP-KD: Bootstrapping Language-Speech Pre-training via Knowledge Distillation
2024 · Wang, Chen, Liao, Minpeng, et al. · arXiv (Cornell University) · 1
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From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
2026 · Association for Computational Linguistics 2026, Chen, Guoxin, et al. · Underline Science Inc.
Do Multimodal Agents Really Benefit from Tool Use? A Systematic Study of Capability Gains
2026 · Guo, Jiawei, Yu, Donglei, et al. · arXiv (Cornell University)
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Dynamic token halting for efficient abstractive summarization with importance-aware regularization
2026 · Heyan Huang, Yu Bai, et al. · Knowledge-Based Systems
JURY-RL: Votes Propose, Proofs Dispose for Label-Free RLVR
2026 · Chen, Xinjie, Fu, Biao, et al. · arXiv (Cornell University)
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From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
2026 · Xinjie Chen, Minpeng Liao, et al. · Annual Meeting of the Association for Computational Linguistics (ACL)
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MARS: Co-evolving Dual-System Deep Research via Multi-Agent Reinforcement Learning
2025 · Chen, Guoxin, Qiao, Zile, et al. · arXiv (Cornell University)
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WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents
2025 · Qiao, Zile, Chen, Guoxin, et al. · arXiv (Cornell University)
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Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture
2025 · Fu, Biao, Yu, Donglei, et al. · arXiv (Cornell University)
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C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
2025 · Chen, Guoxin, Liao, Minpeng, et al. · arXiv (Cornell University)
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Towards Zero-shot Learning for End-to-end Cross-modal Translation Models
2023 · Jichen Yang, Kai Fan, et al.
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Works count: 30
Citation count: 68
H-index: 5
I10-index: 2
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