--- title: "Jun Shern Chan — author profile and papers in our library" description: "Jun Shern Chan: 2 papers on Elamur Research (2024–2025), h-index 4 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jun-shern-chan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jun-shern-chan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jun Shern Chan # Jun Shern Chan Jun Shern Chan has 2 papers in our library, in 2024–2025; often with [Dane Sherburn](https://md.research.elamur.ai/free/en/authors/dane-sherburn/), [Evan Mays](https://md.research.elamur.ai/free/en/authors/evan-mays/), [Giulio Starace](https://md.research.elamur.ai/free/en/authors/giulio-starace/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5047504721) · [**h-index 4**](https://openalex.org/authors/A5047504721) · [7 works](https://openalex.org/works?filter=author.id:A5047504721) · [216 citations](https://openalex.org/works?filter=author.id:A5047504721&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jun-shern-chan/#papers) · [🔗 Cited 2,499 times in our library](https://md.research.elamur.ai/free/en/authors/jun-shern-chan/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6188](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6188) 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=Jun+Shern+Chan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jun+Shern+Chan) · [dblp](https://dblp.org/search?q=Jun+Shern+Chan) · [ACL Anthology](https://aclanthology.org/search/?q=Jun+Shern+Chan) ## Affiliations [🎓**New York University** New York · United States 2022–2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/new-york-university/) 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).[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/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jun-shern-chan/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jun-shern-chan/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering](https://md.research.elamur.ai/free/en/papers/chan-2024-mle-bench-evaluating-machine/)** *(2024 · 140 citations)* MLE-bench addresses the lack of benchmarks that test whether AI agents can carry out machine learning engineering autonomously from start to finish, rather than solving isolated coding problems. 2. **[PaperBench: Evaluating AI's Ability to Replicate AI Research](https://md.research.elamur.ai/free/en/papers/starace-2025-paperbench-evaluating-ai-s/)** *(2025 · 86 citations)* PaperBench measures whether AI agents can independently reproduce recent machine learning research. Agents receive 20 Spotlight and Oral papers from ICML 2024, covering 12 topic areas. For each paper, an agent must write a complete codebase from scratch, without access to the authors' original code, and include a… ## 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. [**MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering arXiv:2410.07095**Jun Shern Chan, Neil Chowdhury, Oliver Jaffe, et al.*2024 · 140 citations*](https://md.research.elamur.ai/free/en/papers/chan-2024-mle-bench-evaluating-machine/) 2. [**PaperBench: Evaluating AI's Ability to Replicate AI Research arXiv:2504.01848**Giulio Starace, Oliver Jaffe, Dane Sherburn, et al.*2025 · 86 citations*](https://md.research.elamur.ai/free/en/papers/starace-2025-paperbench-evaluating-ai-s/) 3. **[Training Language Models with Language Feedback at Scale ↗](https://arxiv.org/abs/2303.16755) arXiv:2303.16755 · no summary yet**Jérémy Scheurer et al.*2023 · 85 citations* 4. **[Training Language Models with Language Feedback ↗](https://arxiv.org/abs/2204.14146) arXiv (Cornell University) · no summary yet**Jérémy Scheurer et al.*2022 · 58 citations* 5. **[Improving Code Generation by Training with Natural Language Feedback ↗](https://arxiv.org/abs/2303.16749) arXiv:2303.16749 · no summary yet**Angelica Chen et al.*2023 · 47 citations* 6. **[How Would the Viewer Feel? Estimating Wellbeing from Video Scenarios ↗](https://doi.org/10.52202/068431-1349) neural information processing systems · no summary yet**Mantas Mazeika et al.*2022 · 4 citations* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Dane Sherburn](https://md.research.elamur.ai/free/en/authors/dane-sherburn/) ×2 - [Evan Mays](https://md.research.elamur.ai/free/en/authors/evan-mays/) ×2 - [Giulio Starace](https://md.research.elamur.ai/free/en/authors/giulio-starace/) ×2 - [James Aung](https://md.research.elamur.ai/free/en/authors/james-aung/) ×2 - [Leon Maksin](https://md.research.elamur.ai/free/en/authors/leon-maksin/) ×2 - [Oliver Jaffe](https://md.research.elamur.ai/free/en/authors/oliver-jaffe/) ×2 - [Aleksander Mądry](https://md.research.elamur.ai/free/en/authors/aleksander-madry/) - [Amelia Glaese](https://md.research.elamur.ai/free/en/authors/amelia-glaese/) - [Johannes Heidecke](https://md.research.elamur.ai/free/en/authors/johannes-heidecke/) - [Lilian Weng](https://md.research.elamur.ai/free/en/authors/lilian-weng/) - [Rachel Dias](https://md.research.elamur.ai/free/en/authors/rachel-dias/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - neural information processing systems ## Cited by Papers of our library cite their works 2,499 times (of the 149,439 papers whose bibliographies we read); [654 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jun-shern-chan/cited-by/). Updated 2 November 2026