Xia Xiao
Xia Xiao has 3 papers in our library, in 2025, most of them on Reasoning; often with Chenguang Xi, Ran Xin, Shen Zheng.
OpenAlex · ORCID · h-index 19 · 171 works · 1,471 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 136 times in our library · ⭐ Paper Stars ranking: #8847
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksComputational Theory and Mathematics · 2 worksArts and Humanities · 1 workComputer Science Applications · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
Papers
- BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving (2025 · 49 citations)
Proof search in Lean4 involves a huge space of possible tactics, so automated provers have mostly relied on MCTS and learned value (critic) models. - Seed-Coder: Let the Code Model Curate Data for Itself (2025 · 25 citations)
Open code LLMs usually build their pretraining corpora with human-designed heuristics, such as per-language filtering rules or quality classifiers trained on human labels. - 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…
Co-authors here
- Chenguang Xi ×2
- Ran Xin ×2
- Shen Zheng ×2
- Yifan Sun ×2
- ByteDance Seed
- Daoguang Zan
- Feng Chen
- Hang Wu
- Jie Yang
- Jing Su
- Jinhua Zhu
- Kaibo Liu
Venues
Cited by
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