Haohuan Huang
Haohuan Huang has 2 papers in our library, in 2026, most of them on Efficient models & compression; often with Dongbin Zhao, Yuanheng Zhu, Jiacai Liu.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 37 times in our library · ⭐ Paper Stars ranking: #10160
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Efficient models & compression · 1 work
Works by year
2020s
Papers
- Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes (2026 · 31 citations)
On-policy distillation (OPD) trains a student LLM on its own rollouts while a stronger teacher scores each token. Most pipelines implement it by comparing teacher and student log-probabilities only on the token the student actually sampled. The authors examine why this signal becomes unstable on long generations. - CriticSearch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic (2026 · 6 citations)
Search agents are LLMs that call a search engine across several reasoning turns. They are usually trained with reinforcement learning on a single outcome reward, so every query in a trajectory gets the same credit whether it helped or not. This sparse signal makes training slow and unstable, and it can cause reward…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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