Chenyang Shao
Chenyang Shao has 3 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Chen Wang, Fengli Xu, Lai Wei.
OpenAlex · ORCID · h-index 2 · 11 works · 60 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 6 times in our library · ⭐ Paper Stars ranking: #10349
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksDecision Sciences · 1 workArtificial Intelligence · 3 worksInformation Systems · 1 workInformation Systems and Management · 1 workArts and Humanities · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery (2026 · 5 citations)
Pushing a published AI method beyond its reported results usually takes months of manual work. Researchers must find the code and data, get the repository running, reproduce the baseline, and only then try improvements. AutoSOTA automates this entire chain, starting from a paper and ending with an improved, runnable… - Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning (2026 · 1 citation)
Multi-step reasoning methods such as Chain-of-Thought and Tree-of-Thought are expensive because autoregressive LLMs must decode every candidate step one token at a time. - Targeted Exploration via Unified Entropy Control for Reinforcement Learning (2026)
RL fine-tuning with GRPO, a critic-free method that normalizes rewards within rollout groups, tends to suffer from entropy collapse.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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