Jiarui Yu
Jiarui Yu has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Hande Dong, Hong Wang, Qiang Lin.
OpenAlex · ORCID · h-index 2 · 10 works · 39 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 22 times in our library · ⭐ Paper Stars ranking: #10159
Affiliations
🏢TencentShenzhen ·
China2025–2026 · 4 papers🎓University of Science and Technology of ChinaHefei ·
China2022–2024 · 3 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective (2026 · 22 citations)
Policy optimization in RLVR often suffers from entropy collapse. Policy entropy falls quickly, rollouts become uniform, and group-relative advantages (as in GRPO) stop separating good responses from bad ones. Existing fixes such as Clip-Higher, Positive-Reweighting and Entropy-Aware Advantage are largely heuristic… - LEPO: Latent Reasoning Policy Optimization for Large Language Models (2026)
Latent reasoning lets LLMs think with continuous representations, such as probability-weighted vocabulary embeddings, instead of committing to one token per step.
Co-authors here
- Hande Dong ×2
- Hong Wang ×2
- Qiang Lin ×2
- Zhezheng Hao ×2
- Can Wang
- Haoyang Liu
- Jian Luo
- Jianqing Zhang
- Jiawei Chen
- Yuyan Zhou
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
Updated
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