Zeyu Zheng
Zeyu Zheng has 3 papers in our library, in 2025–2026, most of them on Reasoning; often with Jiachen Zhu, Jianghao Lin, Rong Shan.
OpenAlex · ORCID · h-index 6 · 31 works · 127 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 7 times in our library · ⭐ Paper Stars ranking: #12377
Affiliations
Fields, topics and concepts
📚 Shelves 12The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 2 worksComputational Theory and Mathematics · 1 workArts and Humanities · 1 workBusiness, Management and Accounting · 1 workDecision Sciences · 1 workInformation Systems · 1 workInformation Systems and Management · 1 workLanguage and Linguistics · 1 workManagement Information Systems · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
Papers
- Scaling up Multi-Turn Off-Policy RL and Multi-Agent Tree Search for LLM Step-Provers (2025 · 7 citations)
The paper tackles two linked bottlenecks in LLM-based theorem proving for Lean4. In training, reinforcement learning tends to stall after early gains. At inference, the space of possible tactics grows explosively. The authors present BFS-Prover-V2, an open-source step-level prover that treats proving as a Markov… - A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage (2026)
Reasoning alignment for LLMs has mostly relied on outcome reward models (ORMs). These judge only the final answer, so an extended chain of thought receives just one coarse signal. This survey covers Process Reward Models (PRMs), which score individual steps or whole trajectories. It frames the field as a cycle… - Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents (2026)
This position paper, presented at ICML 2026, describes a vulnerability the authors call Agentic Conference Denominator Gaming.
Co-authors here
- Jiachen Zhu ×2
- Jianghao Lin ×2
- Rong Shan ×2
- Weinan Zhang ×2
- Yong Yu ×2
- Kangning Zhang
- Mengyue Yang
- Ran Xin
- Te Gao
- Xia Xiao
- Yunjia Xi
- Yuxiang Chen
Venues
Cited by
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