---
title: "Jiaxuan You — author profile and papers — Elamur Research"
description: "Jiaxuan You, University of Illinois Urbana-Champaign: 4 papers on Elamur Research (2024–2025), h-index 22 — affiliations, topics…"
canonical: "https://research.elamur.ai/free/en/authors/jiaxuan-you/"
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# Jiaxuan You

Jiaxuan You has 4 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Kunlun Zhu](https://md.research.elamur.ai/free/en/authors/kunlun-zhu/), [Haofei Yu](https://md.research.elamur.ai/free/en/authors/haofei-yu/), [Tao Feng](https://md.research.elamur.ai/free/en/authors/tao-feng/).

4 papers in our library · 2024–2025

[OpenAlex](https://openalex.org/A5003491365) · [ORCID](https://orcid.org/0000-0003-1812-7598) · [**h-index 22**](https://openalex.org/authors/A5003491365) · [111 works](https://openalex.org/works?filter=author.id:A5003491365) · [7,331 citations](https://openalex.org/works?filter=author.id:A5003491365&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/jiaxuan-you/#papers) · [🔗 Cited 1,541 times in our library](https://md.research.elamur.ai/free/en/authors/jiaxuan-you/cited-by/) · [24 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8164](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8164)

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=Jiaxuan+You) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiaxuan+You) · [dblp](https://dblp.org/search?q=Jiaxuan+You) · [ACL Anthology](https://aclanthology.org/search/?q=Jiaxuan+You)

## Affiliations

[🎓**University of Illinois Urbana-Champaign** Urbana · United States 2023–2026 · 81 papersEmployment since 2024 · Assistant Professor, Siebel School of Computing and Data Science*current*](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🎓**University of Illinois System** Urbana · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-illinois-system/) · [🎓**Stanford University** Stanford · United States 2017–2023 · 20 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**Tsinghua University** Beijing · China 2016 · 2 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/)

## Works by year

### 2020s

[**2025** 3 papers](https://md.research.elamur.ai/free/en/authors/jiaxuan-you/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jiaxuan-you/year/2024/)

## Papers

The most cited first (OpenAlex and our library).

1. **[MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents](https://md.research.elamur.ai/free/en/papers/zhu-2025-multiagentbench-evaluating-collaboration-competition/)** *(2025 · 69 citations)* Most existing agent benchmarks test a single LLM agent or a narrow domain. They therefore miss what happens when several agents must cooperate or compete. MultiAgentBench fills this gap with six interactive scenarios: jointly writing research papers, constructing structures in Minecraft, diagnosing faults in…
2. **[ResearchTown: Simulator of Human Research Community](https://md.research.elamur.ai/free/en/papers/yu-2024-researchtown-simulator-human-research-community/)** *(2024 · 23 citations)* Can a community of LLM agents reproduce how human scientists produce and assess research? The authors address this with ResearchTown, a multi-agent simulator that models a research community as an agent-data graph.
3. **[GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation](https://md.research.elamur.ai/free/en/papers/feng-2025-grapheval-lightweight-graph-based-llm/)** *(2025 · 10 citations)* Using LLMs to judge research ideas is fragile. Their scores shift noticeably when the prompt is slightly reworded, they lean toward favourable verdicts, and they often miss factual errors buried inside an otherwise plausible idea.
4. **[SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents](https://md.research.elamur.ai/free/en/papers/zhu-2025-safescientist-toward-risk-aware-scientific/)** *(2025 · 8 citations)* LLM-based "AI scientist" systems can now propose hypotheses, run tool-assisted experiments and draft papers. They may also comply with harmful requests or handle dangerous research topics carelessly. Most prior safety work targets single models rather than multi-agent research pipelines.

## All works

28 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

1. **[Hierarchical graph representation learning with differentiable pooling ↗](https://openalex.org/W2811124557) neural information processing systems · no summary yet**Zhitao Ying et al.*2018 · 865 citations*
2. **[GNNExplainer: Generating Explanations for Graph Neural Networks ↗](https://arxiv.org/abs/1903.03894) arXiv (Cornell University) · no summary yet**Rex Ying et al.*2019 · 685 citations*
3. **[Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data ↗](https://doi.org/10.1609/aaai.v31i1.11172) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Jiaxuan You et al.*2017 · 566 citations*
4. **[GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ↗](https://arxiv.org/abs/1802.08773) arXiv (Cornell University) · no summary yet**Jiaxuan You et al.*2018 · 490 citations*
5. **[Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation ↗](https://arxiv.org/abs/1806.02473) arXiv (Cornell University) · no summary yet**Jiaxuan You et al.*2018 · 259 citations*
6. **[ROLAND: Graph Learning Framework for Dynamic Graphs ↗](https://doi.org/10.1145/3534678.3539300) ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · no summary yet**Jiaxuan You, Tianyu Du, Jure Leskovec*2022 · 190 citations*
7. **[Design Space for Graph Neural Networks ↗](https://arxiv.org/abs/2011.08843) arXiv (Cornell University) · no summary yet**Jiaxuan You, Rex Ying, Jure Leskovec*2020 · 176 citations*
8. **[Identity-aware Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i12.17283) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Jiaxuan You et al.*2021 · 159 citations*
9. **[Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems ↗](https://arxiv.org/abs/1904.04381) arXiv:1904.04381 · no summary yet**Jiaxuan You et al.*2019 · 127 citations*
10. **[Handling Missing Data with Graph Representation Learning ↗](https://arxiv.org/abs/2010.16418) arXiv (Cornell University) · no summary yet**Jiaxuan You et al.*2020 · 101 citations*
11. **[Position-aware Graph Neural Networks ↗](https://arxiv.org/abs/1906.04817) arXiv (Cornell University) · no summary yet**Jiaxuan You, Rex Ying, Jure Leskovec*2019 · 94 citations*
12. **[MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents](https://md.research.elamur.ai/free/en/papers/zhu-2025-multiagentbench-evaluating-collaboration-competition/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kunlun Zhu, Hongyi Du, Zhaochen Hong, et al.*2025 · 69 citations*
13. **[Inductive Learning on Commonsense Knowledge Graph Completion ↗](https://doi.org/10.1109/ijcnn52387.2021.9534355) arXiv:2009.09263 · no summary yet**Bin Wang et al.*2021 · 46 citations*
14. **[Neural Subgraph Matching ↗](https://arxiv.org/abs/2007.03092) arXiv (Cornell University) · no summary yet**Rex et al.*2020 · 44 citations*
15. [**ResearchTown: Simulator of Human Research Community arXiv:2412.17767**Haofei Yu, Zhaochen Hong, Zirui Cheng, et al.*2024 · 23 citations*](https://md.research.elamur.ai/free/en/papers/yu-2024-researchtown-simulator-human-research-community/)
16. **[Relational Deep Learning: Graph Representation Learning on Relational Databases ↗](https://arxiv.org/abs/2312.04615) arXiv (Cornell University) · no summary yet**Matthias Fey et al.*2023 · 23 citations*
17. **[G2SAT: Learning to Generate SAT Formulas ↗](https://arxiv.org/abs/1910.13445) PubMed · no summary yet**Jiaxuan You et al.*2019 · 23 citations*
18. **[Graph Structure of Neural Networks ↗](https://arxiv.org/abs/2007.06559) arXiv (Cornell University) · no summary yet**Jiaxuan You et al.*2020 · 21 citations*
19. **[Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning ↗](https://doi.org/10.1016/j.jbi.2023.104407) Journal of Biomedical Informatics · no summary yet**Sajjad Fouladvand et al.*2023 · 14 citations*
20. [**GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation arXiv:2503.12600**Tao Feng, Yihang Sun, Jiaxuan You*2025 · 10 citations*](https://md.research.elamur.ai/free/en/papers/feng-2025-grapheval-lightweight-graph-based-llm/)
21. **[Redundancy-Free Computation Graphs for Graph Neural Networks ↗](https://arxiv.org/abs/1906.03707) arXiv (Cornell University) · no summary yet**Zhihao Jia et al.*2019 · 9 citations*
22. [**SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents arXiv:2505.23559**Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, et al.*2025 · 8 citations*](https://md.research.elamur.ai/free/en/papers/zhu-2025-safescientist-toward-risk-aware-scientific/)
23. **[Relational Multi-Task Learning: Modeling Relations between Data and Tasks ↗](https://arxiv.org/abs/2303.07666) arXiv (Cornell University) · no summary yet**Kaidi Cao, Jiaxuan You, Jure Leskovec*2023 · 8 citations*
24. **[Representation Learning for Frequent Subgraph Mining ↗](https://arxiv.org/abs/2402.14367) arXiv (Cornell University) · no summary yet**Rex Ying et al.*2024 · 4 citations*
25. **[Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills ↗](https://doi.org/10.4230/lipics.esem.2026.62) arXiv (Cornell University) · no summary yet**Jiang, Pengcheng et al.*2025 · 3 citations*

[See all 28 works by Jiaxuan You →](https://md.research.elamur.ai/free/en/authors/jiaxuan-you/works/)

## Co-authors here

11 co-authors with a page, the most papers together first.

- [Kunlun Zhu](https://md.research.elamur.ai/free/en/authors/kunlun-zhu/) ×3
- [Haofei Yu](https://md.research.elamur.ai/free/en/authors/haofei-yu/) ×2
- [Tao Feng](https://md.research.elamur.ai/free/en/authors/tao-feng/) ×2
- [Zhaochen Hong](https://md.research.elamur.ai/free/en/authors/zhaochen-hong/) ×2
- [Cheng Qian](https://md.research.elamur.ai/free/en/authors/cheng-qian/)
- [Heng Ji](https://md.research.elamur.ai/free/en/authors/heng-ji/)
- [Xiangru Tang](https://md.research.elamur.ai/free/en/authors/xiangru-tang/)
- [Xiaocheng Yang](https://md.research.elamur.ai/free/en/authors/xiaocheng-yang/)
- [Yue Su](https://md.research.elamur.ai/free/en/authors/yue-su/)
- [Zhe Wang](https://md.research.elamur.ai/free/en/authors/zhe-wang/)
- [Zhenhailong Wang](https://md.research.elamur.ai/free/en/authors/zhenhailong-wang/)

## Venues

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

- Proceedings of the AAAI Conference on Artificial Intelligence ×2
- [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/)
- ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
- Journal of Biomedical Informatics
- PubMed
- neural information processing systems

## Cited by

Papers of our library cite their works 1,541 times (of the 149,439 papers whose bibliographies we read); [343 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiaxuan-you/cited-by/).

Updated 3 November 2026