--- title: "Shuyue Stella Li — author profile and papers in our library" description: "Shuyue Stella Li, University of Wisconsin–Madison: 2 papers on Elamur Research (2024–2025), h-index 5 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/shuyue-stella-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shuyue-stella-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shuyue Stella Li # Shuyue Stella Li Shuyue Stella Li has 2 papers in our library, in 2024–2025, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Yulia Tsvetkov](https://md.research.elamur.ai/free/en/authors/yulia-tsvetkov/), [Bill Yuchen Lin](https://md.research.elamur.ai/free/en/authors/bill-yuchen-lin/), [Chan Young Park](https://md.research.elamur.ai/free/en/authors/chan-young-park/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5022934996) · [**h-index 5**](https://openalex.org/authors/A5022934996) · [46 works](https://openalex.org/works?filter=author.id:A5022934996) · [224 citations](https://openalex.org/works?filter=author.id:A5022934996&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shuyue-stella-li/#papers) · [🔗 Cited 267 times in our library](https://md.research.elamur.ai/free/en/authors/shuyue-stella-li/cited-by/) · [7 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6667](https://md.research.elamur.ai/free/en/paper-stars/page/67/#star-6667) 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=Shuyue+Stella+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shuyue+Stella+Li) · [dblp](https://dblp.org/search?q=Shuyue+Stella+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Shuyue+Stella+Li) ## Affiliations [🎓**University of Washington** Seattle · United States 2024–2026 · 26 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**University of Wisconsin–Madison** Madison · United States 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/) · [🎓**Johns Hopkins University** Baltimore · United States 2022–2024 · 8 papers](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/shuyue-stella-li/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/shuyue-stella-li/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning](https://md.research.elamur.ai/free/en/papers/li-2024-mediq-question-asking-llms-benchmark/)** *(2024 · 74 citations)* Most medical QA benchmarks give the model the whole case at once. Real consultations are different: patients often leave out details, and a clinician has to ask follow-up questions before deciding. The authors argue that LLMs are tuned to answer no matter what, which makes them unreliable when the context is… 2. **[CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming](https://md.research.elamur.ai/free/en/papers/chiu-2025-culturalbench-robust-diverse-challenging-benchmark/)** *(2025 · 38 citations)* Measuring how well language models understand everyday cultural practice worldwide is difficult. Static hand-written test sets soon become too easy. Benchmarks built from web pages, value surveys or synthetic generation may overlap with training data or carry over model biases. ## All works 9 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. **[MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning](https://md.research.elamur.ai/free/en/papers/li-2024-mediq-question-asking-llms-benchmark/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Shuyue Stella Li, Vidhisha Balachandran, Shangbin Feng, et al.*2024 · 74 citations* 2. **[Spurious Rewards: Rethinking Training Signals in RLVR ↗](https://arxiv.org/abs/2506.10947) arXiv:2506.10947 · no summary yet**Rulin Shao et al.*2025 · 53 citations* 3. **[CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming](https://md.research.elamur.ai/free/en/papers/chiu-2025-culturalbench-robust-diverse-challenging-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, et al.*2025 · 38 citations* 4. **[Precise Information Control in Long-Form Text Generation ↗](https://doi.org/10.52202/085713-3103) neural information processing systems · no summary yet**Jacqueline He et al.*2025 · 3 citations* 5. **[Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts ↗](https://arxiv.org/abs/2609.35641) arXiv (Cornell University) · no summary yet**Shuyue Stella Li et al.*2026 · 1 citation* 6. **[Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall ↗](https://arxiv.org/abs/2609.01532) arXiv:2609.01532 · no summary yet**Jacqueline He et al.*2026* 7. **[ExploreNet: Learning Where to Explore in Diffusion GRPO ↗](https://arxiv.org/abs/2609.38329) arXiv (Cornell University) · no summary yet**Shuyue Stella Li et al.*2026* 8. **[HorizonBench: Long-Horizon Personalization with Evolving Preferences ↗](https://arxiv.org/abs/2604.17283) arXiv (Cornell University) · no summary yet**Shuyue Stella Li et al.*2026* 9. **[Self-Improving VLM Judges Without Human Annotations ↗](https://arxiv.org/abs/2512.05145) arXiv (Cornell University) · no summary yet**Inna Wanyin Lin et al.*2025* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Yulia Tsvetkov](https://md.research.elamur.ai/free/en/authors/yulia-tsvetkov/) ×2 - [Bill Yuchen Lin](https://md.research.elamur.ai/free/en/authors/bill-yuchen-lin/) - [Chan Young Park](https://md.research.elamur.ai/free/en/authors/chan-young-park/) - [Liwei Jiang](https://md.research.elamur.ai/free/en/authors/liwei-jiang/) - [Maria Antoniak](https://md.research.elamur.ai/free/en/authors/maria-antoniak/) - [Pang Wei Koh](https://md.research.elamur.ai/free/en/authors/pang-wei-koh/) - [Sahithya Ravi](https://md.research.elamur.ai/free/en/authors/sahithya-ravi/) - [Shangbin Feng](https://md.research.elamur.ai/free/en/authors/shangbin-feng/) - [Vered Shwartz](https://md.research.elamur.ai/free/en/authors/vered-shwartz/) - [Vidhisha Balachandran](https://md.research.elamur.ai/free/en/authors/vidhisha-balachandran/) - [Yejin Choi](https://md.research.elamur.ai/free/en/authors/yejin-choi/) - [Yu Ying Chiu](https://md.research.elamur.ai/free/en/authors/yu-ying-chiu/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) - neural information processing systems ## Cited by Papers of our library cite their works 267 times (of the 149,439 papers whose bibliographies we read); [70 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shuyue-stella-li/cited-by/). Updated 30 October 2026