--- title: "Justin Chen · Midwestern University — author profile and papers" description: "Justin Chen, Midwestern University: 4 papers on Elamur Research (2024–2026), h-index 18 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/justin-chen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/justin-chen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Justin Chen # Justin Chen Justin Chen has 4 papers in our library, in 2024–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Mohit Bansal](https://md.research.elamur.ai/free/en/authors/mohit-bansal/), [Elias Stengel-Eskin](https://md.research.elamur.ai/free/en/authors/elias-stengel-eskin/), [Swarnadeep Saha](https://md.research.elamur.ai/free/en/authors/swarnadeep-saha/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5108907869) · [ORCID](https://orcid.org/0000-0001-5909-3959) · [Wikidata](https://www.wikidata.org/wiki/Q92537786) · [**h-index 18**](https://openalex.org/authors/A5108907869) · [120 works](https://openalex.org/works?filter=author.id:A5108907869) · [1,504 citations](https://openalex.org/works?filter=author.id:A5108907869&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/justin-chen/#papers) · [🔗 Cited 131 times in our library](https://md.research.elamur.ai/free/en/authors/justin-chen/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5885](https://md.research.elamur.ai/free/en/paper-stars/page/59/#star-5885) 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=Justin+Chen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Justin+Chen) · [dblp](https://dblp.org/search?q=Justin+Chen) · [ACL Anthology](https://aclanthology.org/search/?q=Justin+Chen) ## Affiliations [🎓**Midwestern University** Downers Grove · United States 2017–2026 · 2 papers*current*](https://ror.org/046yatd98) · [🏥**UC Davis Comprehensive Cancer Center** Sacramento 2019–2020 · 7 papers](https://ror.org/02kcc1z29) · [🎓**Weill Cornell Medicine** New York · United States 2020–2023 · 6 papersEducation · Ph.D., PharmacologyEmployment · Associate Professor Pharmacology Research, Pharmacology](https://ror.org/02r109517) · [🏥**Memorial Sloan Kettering Cancer Center** New York · United States 2022–2023 · 3 papers](https://ror.org/02yrq0923) · [🎓**Cornell University** Ithaca · United States 2020–2021 · 3 papers](https://md.research.elamur.ai/free/en/universities/cornell-university/) · [🏥**Texas Fertility Center** Austin · United States 2022–2025 · 2 papers](https://ror.org/03jgp2295) · [🎓**Monash University** Melbourne · Australia 2010–2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/monash-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 17 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 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 3 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/justin-chen/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/justin-chen/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/justin-chen/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-reconcile-round-table-conference-improves/)** *(2024 · 156 citations)* Single-model reasoning methods such as self-reflection can get stuck repeating their own confident mistakes. 2. **[MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning](https://md.research.elamur.ai/free/en/papers/chen-2025-magicore-multi-agent-iterative-coarse/)** *(2025 · 20 citations)* Spending more inference compute on LLM reasoning by sampling many answers and voting eventually stops paying off. 3. **[DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning](https://md.research.elamur.ai/free/en/papers/sivakumaran-2026-dart-leveraging-multi-agent-disagreement/)** *(2026 · 1 citation)* Debates between vision-language models (VLMs) often stall because the agents share similar perceptual blind spots and bring no new evidence. 4. **[Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection](https://md.research.elamur.ai/free/en/papers/niu-2026-routing-generated-data-annotation-free/)** *(2026)* LLM routers choose which model in a pool should handle a given query. Most existing routers learn from human-labelled, in-domain data, which is often unavailable when real user traffic is varied and unpredictable. The authors propose Routing with Generated Data (RGD). In this setting, a generator LLM writes queries… ## All works 6 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. **[ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-reconcile-round-table-conference-improves/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Justin Chen, Swarnadeep Saha, Mohit Bansal*2024 · 156 citations* 2. **[MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning](https://md.research.elamur.ai/free/en/papers/chen-2025-magicore-multi-agent-iterative-coarse/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Justin Chen, Archiki Prasad, Swarnadeep Saha, et al.*2025 · 20 citations* 3. **[Reverse Thinking Makes LLMs Stronger Reasoners ↗](https://aclanthology.org/2025.naacl-long.434/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Justin Chen et al.*2025 · 18 citations* 4. **[MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration ↗](https://aclanthology.org/2025.naacl-long.498/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**David Wan et al.*2025 · 7 citations* 5. **[DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning](https://md.research.elamur.ai/free/en/papers/sivakumaran-2026-dart-leveraging-multi-agent-disagreement/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Nithin Sivakumaran, Justin Chen, David Wan, et al.*2026 · 1 citation* 6. **[Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection](https://md.research.elamur.ai/free/en/papers/niu-2026-routing-generated-data-annotation-free/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tianyi Niu, Justin Chen, Genta Indra Winata, et al.*2026* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Mohit Bansal](https://md.research.elamur.ai/free/en/authors/mohit-bansal/) ×4 - [Elias Stengel-Eskin](https://md.research.elamur.ai/free/en/authors/elias-stengel-eskin/) ×3 - [Swarnadeep Saha](https://md.research.elamur.ai/free/en/authors/swarnadeep-saha/) ×2 - [Yue Zhang](https://md.research.elamur.ai/free/en/authors/yue-zhang/) ×2 - [Archiki Prasad](https://md.research.elamur.ai/free/en/authors/archiki-prasad/) - [David Wan](https://md.research.elamur.ai/free/en/authors/david-wan/) - [Genta Indra Winata](https://md.research.elamur.ai/free/en/authors/genta-indra-winata/) - [Shi-Xiong Zhang](https://md.research.elamur.ai/free/en/authors/shi-xiong-zhang/) - [Tianyi Niu](https://md.research.elamur.ai/free/en/authors/tianyi-niu/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) ×2 - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## Cited by Papers of our library cite their works 131 times (of the 149,439 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/justin-chen/cited-by/). Updated 1 November 2026