--- title: "Mong-Li Lee — author profile and papers — Elamur Research" description: "Mong-Li Lee, National University of Singapore: 2 papers on Elamur Research (2024–2025), h-index 54 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/mong-li-lee/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mong-li-lee/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mong-Li Lee # Mong-Li Lee Mong-Li Lee has 2 papers in our library, in 2024–2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Hao Fei](https://md.research.elamur.ai/free/en/authors/hao-fei/), [Jundong Xu](https://md.research.elamur.ai/free/en/authors/jundong-xu/), [Liangming Pan](https://md.research.elamur.ai/free/en/authors/liangming-pan/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5019988958) · [ORCID](https://orcid.org/0000-0002-9636-388X) · [Wikidata](https://www.wikidata.org/wiki/Q61094533) · [**h-index 54**](https://openalex.org/authors/A5019988958) · [412 works](https://openalex.org/works?filter=author.id:A5019988958) · [12,968 citations](https://openalex.org/works?filter=author.id:A5019988958&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mong-li-lee/#papers) · [🔗 Cited 93 times in our library](https://md.research.elamur.ai/free/en/authors/mong-li-lee/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6254](https://md.research.elamur.ai/free/en/paper-stars/page/63/#star-6254) 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=Mong-Li+Lee) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mong-Li+Lee) · [dblp](https://dblp.org/search?q=Mong-Li+Lee) · [ACL Anthology](https://aclanthology.org/search/?q=Mong-Li+Lee) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 1990–2026 · 362 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🔬**Institute of Data Science** Singapore · Singapore 2021–2025 · 19 papers](https://md.research.elamur.ai/free/en/labs/institute-of-data-science/) · [🔬**NUS Centre for Trusted Internet and Community** Singapore · Singapore 2021–2024 · 5 papers](https://ror.org/01rc5n792) · [🎓**University of Wisconsin–Madison** Madison · United States 2000 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 1 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/mong-li-lee/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/mong-li-lee/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Faithful Logical Reasoning via Symbolic Chain-of-Thought](https://md.research.elamur.ai/free/en/papers/xu-2024-faithful-logical-reasoning-symbolic-chain/)** *(2024 · 129 citations)* Plain Chain-of-Thought (CoT) prompting often leads large language models into invalid deductions on logic problems, because free-form natural-language rationales lack the rigor of formal inference. 2. **[Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework](https://md.research.elamur.ai/free/en/papers/xu-2025-aristotle-mastering-logical-reasoning-logic/)** *(2025 · 16 citations)* Large language models still struggle with logical reasoning. General search-based methods such as ToT and GoT ignore the formal structure of logic problems: they split tasks along surface wording, depend on unreliable LLM evaluators to choose paths, and make logical slips when solving sub-steps. The authors present… ## All works 3 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. **[Faithful Logical Reasoning via Symbolic Chain-of-Thought](https://md.research.elamur.ai/free/en/papers/xu-2024-faithful-logical-reasoning-symbolic-chain/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jundong Xu, Hao Fei, Liangming Pan, et al.*2024 · 129 citations* 2. **[Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation ↗](https://doi.org/10.1609/aaai.v34i08.7035) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Alex Foo et al.*2020 · 61 citations* 3. **[Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework](https://md.research.elamur.ai/free/en/papers/xu-2025-aristotle-mastering-logical-reasoning-logic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jundong Xu, Hao Fei, Meng Luo, et al.*2025 · 16 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Hao Fei](https://md.research.elamur.ai/free/en/authors/hao-fei/) ×2 - [Jundong Xu](https://md.research.elamur.ai/free/en/authors/jundong-xu/) ×2 - [Liangming Pan](https://md.research.elamur.ai/free/en/authors/liangming-pan/) ×2 - [Qian Liu](https://md.research.elamur.ai/free/en/authors/qian-liu/) ×2 - [Wynne Hsu](https://md.research.elamur.ai/free/en/authors/wynne-hsu/) ×2 - [Meng Luo](https://md.research.elamur.ai/free/en/authors/meng-luo/) - [Preslav Nakov](https://md.research.elamur.ai/free/en/authors/preslav-nakov/) - [William Yang Wang](https://md.research.elamur.ai/free/en/authors/william-yang-wang/) ## 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/) ×2: [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/), [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 93 times (of the 149,439 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mong-li-lee/cited-by/). Updated 30 October 2026