--- title: "Jing Yu Koh — author profile and papers · Vision & language" description: "Jing Yu Koh, Carnegie Mellon University: 2 papers on Elamur Research (2024), h-index 13 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/jing-yu-koh/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jing-yu-koh/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jing Yu Koh # Jing Yu Koh Jing Yu Koh has 2 papers in our library, in 2024, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Daniel Fried](https://md.research.elamur.ai/free/en/authors/daniel-fried/), [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/), [Robert Lo](https://md.research.elamur.ai/free/en/authors/robert-lo/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5009550511) · [**h-index 13**](https://openalex.org/authors/A5009550511) · [31 works](https://openalex.org/works?filter=author.id:A5009550511) · [1,165 citations](https://openalex.org/works?filter=author.id:A5009550511&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jing-yu-koh/#papers) · [🔗 Cited 330 times in our library](https://md.research.elamur.ai/free/en/authors/jing-yu-koh/cited-by/) · [9 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6011](https://md.research.elamur.ai/free/en/paper-stars/page/61/#star-6011) 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=Jing+Yu+Koh) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jing+Yu+Koh) · [dblp](https://dblp.org/search?q=Jing+Yu+Koh) · [ACL Anthology](https://aclanthology.org/search/?q=Jing+Yu+Koh) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 2023–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Singapore University of Technology and Design** Singapore · Singapore 2016–2020 · 6 papers](https://md.research.elamur.ai/free/en/universities/singapore-university-of-technology-and-design/) · [🏢**Google** Mountain View · United States 2021–2023 · 5 papers](https://md.research.elamur.ai/free/en/companies/google/) 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 6 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/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/jing-yu-koh/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks](https://md.research.elamur.ai/free/en/papers/koh-2024-visualwebarena-evaluating-multimodal-agents-realistic/)** *(2024 · 184 citations)* Most benchmarks for autonomous web agents rely on text alone. Many everyday web tasks, however, depend on what a page or a reference picture looks like. VisualWebArena addresses this gap. It is a benchmark that extends the WebArena framework with tasks that cannot be solved without visual understanding. 2. **[Tree Search for Language Model Agents](https://md.research.elamur.ai/free/en/papers/koh-2024-tree-search-language-model-agents/)** *(2024 · 61 citations)* Language-model web agents still fall far short of people on realistic browsing tasks. Humans solve 78% of WebArena tasks and 89% of VisualWebArena tasks, while agents usually stay under 20%. The authors argue that a major cause is that agents commit to one action at a time and cannot spend extra inference compute… ## All works 11 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. **[VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks](https://md.research.elamur.ai/free/en/papers/koh-2024-visualwebarena-evaluating-multimodal-agents-realistic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jing Yu Koh, Robert Lo, Lawrence Jang, et al.*2024 · 184 citations* 2. **[Grounding Language Models to Images for Multimodal Inputs and Outputs ↗](https://arxiv.org/abs/2301.13823) arXiv (Cornell University) · no summary yet**Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried*2023 · 82 citations* 3. [**Tree Search for Language Model Agents arXiv:2407.01476**Jing Yu Koh, Stephen McAleer, Daniel Fried, et al.*2024 · 61 citations*](https://md.research.elamur.ai/free/en/papers/koh-2024-tree-search-language-model-agents/) 4. **[OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web ↗](https://doi.org/10.1007/978-3-031-73113-6_10) Lecture notes in computer science · no summary yet**Raghav Kapoor et al.*2024 · 60 citations* 5. **[Dissecting Adversarial Robustness of Multimodal LM Agents ↗](https://arxiv.org/abs/2406.12814) arXiv (Cornell University) · no summary yet**Chen Henry Wu et al.*2024 · 20 citations* 6. **[Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks ↗](https://arxiv.org/abs/2604.24964) arXiv (Cornell University) · no summary yet**Lawrence Jang et al.*2026 · 3 citations* 7. **[Multimodal Graph Learning for Generative Tasks ↗](https://arxiv.org/abs/2310.07478) arXiv (Cornell University) · no summary yet**Minji Yoon et al.*2023 · 2 citations* 8. **[iOSWorld: A Benchmark for Personally Intelligent Phone Agents ↗](https://arxiv.org/abs/2606.09764) arXiv (Cornell University) · no summary yet**Lawrence Jang et al.*2026 · 1 citation* 9. **[MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents ↗](https://arxiv.org/abs/2606.16748) arXiv (Cornell University) · no summary yet**Lawrence Jang et al.*2026 · 1 citation* 10. **[cua-speedrun: Standardized Benchmarking of the Speed of Computer-Use Agents ↗](https://arxiv.org/abs/2609.40284) arXiv (Cornell University) · no summary yet**Pranjal Aggarwal et al.*2026* 11. **[Multi-Agent Computer Use ↗](https://arxiv.org/abs/2606.01533) arXiv (Cornell University) · no summary yet**Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried*2026* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Daniel Fried](https://md.research.elamur.ai/free/en/authors/daniel-fried/) ×2 - [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/) - [Robert Lo](https://md.research.elamur.ai/free/en/authors/robert-lo/) - [Ruslan Salakhutdinov](https://md.research.elamur.ai/free/en/authors/ruslan-salakhutdinov/) - [Shuyan Zhou](https://md.research.elamur.ai/free/en/authors/shuyan-zhou/) - [Stephen McAleer](https://md.research.elamur.ai/free/en/authors/stephen-mcaleer/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - Lecture notes in computer science ## Cited by Papers of our library cite their works 330 times (of the 149,439 papers whose bibliographies we read); [81 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jing-yu-koh/cited-by/). Updated 2 November 2026