Scholar
Zhenwen Liang
Google Scholar ID: 4rKhF2AAAAAJ
Tencent AI Lab@Seattle, USA
Natural Language Processing
Math Reasoning
Large Language Models
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Citations & Impact
All-time
Citations
1,390
H-index
21
i10-index
29
Publications
20
Co-authors
14
list available
Contact
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Publications
22 items
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
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning
2026
Cited
0
Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
2026
Cited
0
Stable and Efficient Single-Rollout RL for Multimodal Reasoning
2025
Cited
0
Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning
2025
Cited
0
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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
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