🧑‍🔬 Jimeng Sun

🏛️ Affiliations

🎓University of Illinois Urbana-ChampaignUrbana · United States2020–2026 · 165 papersEmploymentcurrent🎓Georgia Institute of TechnologyAtlanta · United States2014–2023 · 103 papers🔬IBM Research - Thomas J. Watson Research CenterYorktown Heights · United States2008–2014 · 58 papers🏢IBMArmonk · United States2008–2014 · 51 papers🎓Carnegie Mellon UniversityPittsburgh · United States2003–2012 · 26 papersEducation🎓Beijing University of Posts and TelecommunicationsBeijing · China2021–2022 · 3 papers🎓Harvard UniversityCambridge · United States2022–2023 · 2 papers🏥Massachusetts General HospitalBoston · United States2022–2023 · 2 papers🏢IQVIADurham · United States2020–2022 · 2 papers🎓University of Illinois ChicagoChicago · United States2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 9 more institutions on single bylines are not listed.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Explainable Prediction of Medical Codes from Clinical Text (2018 · 719 citations)
   Assigning ICD codes to clinical notes is slow and error-prone when done by hand. Automating it is hard because the label space contains thousands of codes and clinical writing is noisy. The authors propose CAML (Convolutional Attention for Multi-Label classification). A CNN encodes a discharge summary. Then a…
2. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models (2024 · 157 citations)
   LLMs struggle to absorb new knowledge, often hallucinate, and do not show how they reach answers. These problems matter most in high-stakes settings such as medical diagnosis. MindMap is a plug-and-play prompting pipeline that pairs a frozen LLM, such as GPT-3.5 or GPT-4, with a knowledge graph. It works in three…

Also in our library

2 more works of theirs are in our library without a page here yet; they will appear as we publish them.

🤝 Co-authors here

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

• Jacob Eisenstein
• Sarah Wiegreffe

🔗 Cited by

Papers of our library cite their works 228 times (of the 141,840 papers whose bibliographies we read); 13 citing papers with a page here →.

Updated 24 October 2026

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