--- title: "Yi Su · Soochow University — author profile and papers" description: "Yi Su, Soochow University: 3 papers on Elamur Research (2024–2026), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/yi-su/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yi-su/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yi Su # Yi Su Yi Su has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Juntao Li](https://md.research.elamur.ai/free/en/authors/juntao-li/), [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/), [Avi Singh](https://md.research.elamur.ai/free/en/authors/avi-singh/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5086910076) · [ORCID](https://orcid.org/0000-0002-9569-6447) · [**h-index 5**](https://openalex.org/authors/A5086910076) · [14 works](https://openalex.org/works?filter=author.id:A5086910076) · [64 citations](https://openalex.org/works?filter=author.id:A5086910076&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yi-su/#papers) · [🔗 Cited 172 times in our library](https://md.research.elamur.ai/free/en/authors/yi-su/cited-by/) · [⭐ Paper Stars ranking: #5771](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5771) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Yi+Su) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yi+Su) · [dblp](https://dblp.org/search?q=Yi+Su) · [ACL Anthology](https://aclanthology.org/search/?q=Yi+Su) ## Affiliations [🎓**Huazhong University of Science and Technology** Wuhan · China 2017–2025 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🎓**Soochow University** Suzhou · China 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/soochow-university/) · [🔬**Wuhan National Laboratory for Optoelectronics** Wuhan · China 2018–2020 · 3 papers](https://ror.org/03c9ncn37) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yi-su/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/yi-su/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/yi-su/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Training Language Models to Self-Correct via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/kumar-2024-training-language-models-self-correct/)** *(2024 · 159 citations)* Large language models rarely fix their own mistakes when they get no outside feedback, a setting called intrinsic self-correction. 2. **[OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure](https://md.research.elamur.ai/free/en/papers/wang-2025-opt-tree-speculative-decoding-adaptive/)** *(2025 · 32 citations)* Speculative decoding speeds up LLM inference without changing outputs: a cheap draft model proposes several tokens, and the large target model checks them all in one parallel pass. 3. **[Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains](https://md.research.elamur.ai/free/en/papers/su-2026-crossing-reward-bridge-expanding-reinforcement/)** *(2026)* RLVR works well for math and code, where a simple rule can check whether an answer is right. Such checkers fail on free-form answers, and the authors show that rule-based rewards can even get worse as more mixed-domain training data is added. The paper replaces the rule with a generative verifier. An LLM compares the… ## Co-authors here 12 of 17 co-authors with a page, the most papers together first. - [Juntao Li](https://md.research.elamur.ai/free/en/authors/juntao-li/) ×2 - [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/) ×2 - [Avi Singh](https://md.research.elamur.ai/free/en/authors/avi-singh/) - [Aviral Kumar](https://md.research.elamur.ai/free/en/authors/aviral-kumar/) - [Dian Yu](https://md.research.elamur.ai/free/en/authors/dian-yu/) - [Dong Yu](https://md.research.elamur.ai/free/en/authors/dong-yu/) - [Haitao Mi](https://md.research.elamur.ai/free/en/authors/haitao-mi/) - [Jikai Wang](https://md.research.elamur.ai/free/en/authors/jikai-wang/) - [John D Co-Reyes](https://md.research.elamur.ai/free/en/authors/john-d-co-reyes/) - [Lei M Zhang](https://md.research.elamur.ai/free/en/authors/lei-m-zhang/) - [Linfeng Song](https://md.research.elamur.ai/free/en/authors/linfeng-song/) - [Qingrong Xia](https://md.research.elamur.ai/free/en/authors/qingrong-xia/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2025](https://md.research.elamur.ai/free/en/venues/tacl/2025/) ## Cited by Papers of our library cite their works 172 times (of the 149,439 papers whose bibliographies we read); [37 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yi-su/cited-by/). Updated 1 November 2026