Minpeng Liao
14 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π§ Keyword Pioneer
π€
Dynamic Duo
(13)
ποΈ
Keyword Collector
(64)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Natural Language Processing
(7)
Deep Learning
(6)
Machine Learning
(6)
Applications
(6)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Speech & Audio
(4)
Optimization & Theory
(3)
Recognition
(3)
Reinforcement Learning
(2)
Methods
(2)
Resources & Methods
(2)
Generation
(1)
Keywords
large language model
(7)
speech translation
(4)
mathematical reasoning
(4)
reinforcement learning
(3)
automatic speech recognition
(2)
knowledge distillation
(2)
monte carlo tree search
(2)
pre-trained model
(2)
value model
(2)
model distillation
(1)
cross-modal learning
(1)
multi-task learning
(1)
continued pretraining
(1)
adaptive inference
(1)
multimodal learning
(1)
reward hacking
(1)
preference optimization
(1)
distribution shift
(1)
language model reasoning
(1)
monte carlo sampling
(1)
Papers
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture
AAAI 2026
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
ACL 2026
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
ICML 2025
Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training
ACL 2025
Improve Speech Translation Through Text Rewrite
COLING 2025
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline
ACL 2025
Markov Chain of Thought for Efficient Mathematical Reasoning
NAACL 2025
AlphaMath Almost Zero: Process Supervision without Process
NeurIPS 2024
BLSP-Emo: Towards Empathetic Large Speech-Language Models
EMNLP 2024
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline
ACL 2024
Step-level Value Preference Optimization for Mathematical Reasoning
EMNLP 2024
wav2vec-S: Adapting Pre-trained Speech Models for Streaming
ACL 2024
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference
EMNLP 2023
Towards Zero-shot Learning for End-to-end Cross-modal Translation Models
EMNLP 2023