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Wynne Hsu

Wynne Hsu has 2 papers in our library, in 2024–2025, most of them on Reasoning; often with Hao Fei, Jundong Xu, Liangming Pan.

2 papers in our library · 2024–2025

OpenAlex · ORCID · Wikidata · h-index 59 · 396 works · 17,311 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 144 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #6256

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓National University of SingaporeSingapore · Singapore1995–2026 · 333 paperscurrent🔬Institute of Data ScienceSingapore · Singapore2021–2025 · 24 papers🎓Nanyang Technological UniversitySingapore · Singapore1993–2005 · 12 papers🎓Purdue University West LafayetteWest Lafayette · United States1991–2003 · 10 papers🔬NUS Centre for Trusted Internet and CommunitySingapore · Singapore2021–2024 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works

 Works by year

2020s

20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Faithful Logical Reasoning via Symbolic Chain-of-Thought (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 (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

4 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. Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJay Zhangjie Wu et al.2023 · 626 citations
  2. Faithful Logical Reasoning via Symbolic Chain-of-ThoughtAnnual Meeting of the Association for Computational Linguistics (ACL)Jundong Xu, Hao Fei, Liangming Pan, et al.2024 · 129 citations
  3. Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetAlex Foo et al.2020 · 61 citations
  4. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve FrameworkAnnual Meeting of the Association for Computational Linguistics (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 144 times (of the 149,439 papers whose bibliographies we read); 22 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/wynne-hsu/