--- title: "Yi Cai · Soochow University — author profile and papers" description: "Yi Cai, Soochow University: 2 papers on Elamur Research (2026), h-index 25 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/yi-cai/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yi-cai/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yi Cai # Yi Cai Yi Cai has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Xin Wu](https://md.research.elamur.ai/free/en/authors/xin-wu/), [li Yuan](https://md.research.elamur.ai/free/en/authors/li-yuan/), [Ye Chen](https://md.research.elamur.ai/free/en/authors/ye-chen/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5089123257) · [ORCID](https://orcid.org/0000-0002-1767-789X) · [Wikidata](https://www.wikidata.org/wiki/Q98503760) · [**h-index 25**](https://openalex.org/authors/A5089123257) · [271 works](https://openalex.org/works?filter=author.id:A5089123257) · [2,891 citations](https://openalex.org/works?filter=author.id:A5089123257&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yi-cai/#papers) · [🔗 Cited 32 times in our library](https://md.research.elamur.ai/free/en/authors/yi-cai/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12301](https://md.research.elamur.ai/free/en/paper-stars/page/124/#star-12301) 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+Cai) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yi+Cai) · [dblp](https://dblp.org/search?q=Yi+Cai) · [ACL Anthology](https://aclanthology.org/search/?q=Yi+Cai) ## Affiliations [🎓**South China University of Technology** Guangzhou · China 2011–2026 · 190 papers*current*](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) · [🎓**Soochow University** Suzhou · China 2022–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/soochow-university/) · [🎓**Beihang University** Beijing · China 2024–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/beihang-university/) · [🎓**City University of Hong Kong** Hong Kong · China 2010–2018 · 11 papers](https://md.research.elamur.ai/free/en/universities/city-university-of-hong-kong/) · [🏛️**Ministry of Education of the People's Republic of China** Beijing · China 2021–2025 · 8 papers](https://ror.org/01mv9t934) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2022–2024 · 6 papers](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2008 · 3 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Hong Kong Polytechnic University** Hong Kong · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-polytechnic-university/) · [🎓**Freie Universität Berlin** Berlin · Germany 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/freie-universitat-berlin/) · [🎓**Kunming University of Science and Technology** Kunming · China 2023 · 2 papers](https://ror.org/00xyeez13) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 29 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/yi-cai/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[SpecEdit: A Spectral Approach for Multi-Round Knowledge Editing](https://md.research.elamur.ai/free/en/papers/liu-2026-specedit-spectral-approach-multi-round/)** *(2026)* Repeated batch editing of a large language model tends to wear down quality over time. Newly inserted facts are written less reliably, paraphrased queries generalize worse, and neighbouring knowledge gets disturbed. The authors study this in locate-then-edit methods such as MEMIT and AlphaEdit. In these methods, the… 2. **[Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies](https://md.research.elamur.ai/free/en/papers/shen-2026-truth-or-sophistry-lofa-benchmark/)** *(2026)* Most research on LLMs and logical fallacies tests whether models can name or classify a flawed argument. This paper asks a different question: can a model hold onto a correct answer when someone pushes fallacious reasoning at it? Earlier debate-style studies such as LOGICOM used contested opinion topics, so a model… ## All works 6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[A Boundary-aware Neural Model for Nested Named Entity Recognition ↗](https://aclanthology.org/D19-1034/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Changmeng Zheng et al.*2019 · 177 citations* 2. **[SpecEdit: A Spectral Approach for Multi-Round Knowledge Editing](https://md.research.elamur.ai/free/en/papers/liu-2026-specedit-spectral-approach-multi-round/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Junxian Liu, Zikun Deng, Xin Wu, et al.*2026* 3. **[Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies](https://md.research.elamur.ai/free/en/papers/shen-2026-truth-or-sophistry-lofa-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xudong Shen, li Yuan, Ye Chen, et al.*2026* 4. **[Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models? ↗](https://aclanthology.org/2026.findings-acl.1602/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Xin Wu et al.*2026* 5. **[MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement ↗](https://aclanthology.org/2026.acl-long.1403/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**ZhenChun Xu et al.*2026* 6. **[SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ↗](https://aclanthology.org/2026.acl-long.1641/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ronghui Yang et al.*2026* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Xin Wu](https://md.research.elamur.ai/free/en/authors/xin-wu/) ×2 - [li Yuan](https://md.research.elamur.ai/free/en/authors/li-yuan/) - [Ye Chen](https://md.research.elamur.ai/free/en/authors/ye-chen/) - [Zhiyong Wu](https://md.research.elamur.ai/free/en/authors/zhiyong-wu/) ## 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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Findings of the Association for Computational Linguistics: ACL 2026 - Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) ## Cited by Papers of our library cite their works 32 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yi-cai/cited-by/). Updated 1 November 2026