Scholar
Zhenwen Liang
Google Scholar ID: 4rKhF2AAAAAJ
Tencent AI Lab@Seattle, USA
Natural Language Processing
Math Reasoning
Large Language Models
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
1,390
H-index
21
i10-index
29
Publications
20
Co-authors
14
list available
Contact
GitHub
Open ↗
LinkedIn
Open ↗
Publications
26 items
Escape the Language Prior: Mitigating Late-Stage Modality Collapse in Audio Reasoning via Modality-Aware Policy Optimization
2026
Cited
0
Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis
2026
Cited
0
DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification
2026
Cited
0
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data
2026
Cited
0
Deconstructing Multimodal Mathematical Reasoning: Towards a Unified Perception-Alignment-Reasoning Paradigm
2026
Cited
0
Capability-Oriented Training Induced Alignment Risk
2026
Cited
0
Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories
2026
Cited
0
Verified Critical Step Optimization for LLM Agents
2026
Cited
0
Load more
Resume (English only)
Academic Achievements
Paper 'MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation' accepted to NeurIPS 2025.
First-author paper accepted by ACL 2024.
First-author paper accepted by LREC-COLING 2024.
Two first-author papers accepted by EMNLP 2023.
Proposed CLUE: a training-free, non-parametric verifier for LLM reasoning (Oct 2025).
Developed MPS-Prover, the state-of-the-art step prover in formal theorem proving (May 2025).
Co-organized the 3rd MATH-AI Workshop on Mathematical Reasoning and AI at NeurIPS 2023.
Co-organized the tutorial 'Deep Learning in Mathematical Reasoning: Recent Advances and Beyond' at IJCAI-23.
Co-authors
14 total
Xiangliang Zhang
Leonard C. Bettex Collegiate Professor, Computer Science and Engineering, University of Notre Dame
Jie Shao
Professor, University of Electronic Science and Technology of China
Jipeng Zhang
Hong Kong University of Science and Technology
Nitesh V Chawla, Fellow: ACM, IEEE, AAAS, AAAI
Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre Dame
Dong Yu (俞栋)
Distinguished Scientist @ Tencent AI Lab, ACM/IEEE/ISCA Fellow
Wenhao Yu
Researcher, Tencent (Seattle)
Haitao Mi
Principal Researcher, Tencent US
Dian Yu
Tencent AI Lab
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up