PPaperPicks

Jimeng Sun

University of Illinois at Urbana-Champaign, Department of Computer Science, Urbana, IL, USA

33 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1512-6426 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×6ACL ×5AAAI ×4EMNLP ×4NeurIPS ×4NAACL ×3SIGKDD ×3IJCAI ×2CIKM ×1ICML ×1

Frequent coauthors

Cao Xiao
×11
Pengcheng Jiang
×7
Jiawei Han
×6
Zifeng Wang
×6
Zhenbang Wu
×5
Jian Wu
×4
Parminder Bhatia
×4
Chufan Gao
×4
Zheng Chen
×3
Yasuko Matsubara
×3
Yasushi Sakurai
×3
Hanyin Wang
×3

Papers

  1. Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
    ACL 2026 ·
    Songtao Jiang
    ,
    Yuan Wang
    ,
    Ruizhe Chen
    ,
    Yan Zhang
    ,
    Ruilin Luo
    ,
    Bohan Lei
    ,
    Yeying Jin
    ,
    Sibo Song
    ,
    Zhibo Yang
    , Jimeng Sun,
    Jian Wu
    ,
    Zuozhu Liu
  2. Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation
    AAAI 2026 ·
    Rikuto Kotoge
    ,
    Ziwei Yang
    ,
    Zheng Chen
    ,
    Yushun Dong
    ,
    Yasuko Matsubara
    , Jimeng Sun,
    Yasushi Sakurai
  3. A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare
    SIGKDD 2025 ·
    Ran Xu
    ,
    Patrick Jiang
    ,
    Linhao Luo
    ,
    Cao Xiao
    ,
    Adam Cross
    ,
    Shirui Pan
    , Jimeng Sun,
    Carl Yang
  4. Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
    AAAI 2025 ·
    Pengcheng Jiang
    ,
    Cao Xiao
    ,
    Tianfan Fu
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    , Jimeng Sun,
    Jiawei Han
  5. GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
    ICLR 2025 ·
    Ziwei Yang
    ,
    Zheng Chen
    ,
    Xin Liu
    ,
    Rikuto Kotoge
    ,
    Peng Chen
    ,
    Yasuko Matsubara
    ,
    Yasushi Sakurai
    , Jimeng Sun
  6. Long-Term EEG Partitioning for Seizure Onset Detection
    AAAI 2025 ·
    Zheng Chen
    ,
    Yasuko Matsubara
    ,
    Yasushi Sakurai
    , Jimeng Sun
  7. MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem
    SIGKDD 2025 ·
    Matthew B. A. McDermott
    ,
    Justin Xu
    ,
    Teya S. Bergamaschi
    ,
    Hyewon Jeong
    ,
    Simon A. Lee
    ,
    Nassim Oufattole
    ,
    Patrick Rockenschaub
    ,
    Kamile Stankeviciute
    ,
    Ethan Steinberg
    , Jimeng Sun,
    Robin Van De Water
    ,
    Michael Wornow
    ,
    John Wu
    ,
    Zhenbang Wu
  8. Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise
    EMNLP 2025 ·
    Hanyin Wang
    ,
    Chufan Gao
    ,
    Qiping Xu
    ,
    Bolun Liu
    ,
    Guleid Hussein
    ,
    Hariprasad Reddy Korsapati
    ,
    Mohamad El Labban
    ,
    Kingsley Iheasirim
    ,
    Mohamed Hassan
    ,
    Gokhan Anil
    ,
    Brian Bartlett
    , Jimeng Sun
  9. Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
    ICLR 2025 ·
    Pengcheng Jiang
    ,
    Cao Xiao
    ,
    Minhao Jiang
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    , Jimeng Sun,
    Jiawei Han
  10. Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
    NeurIPS 2025 ·
    Hanyin Wang
    ,
    Zhenbang Wu
    ,
    Gururaj Kolar
    ,
    Hariprasad Korsapati
    ,
    Brian Bartlett
    ,
    Bryan Hull
    , Jimeng Sun
  11. SECRET: Semi-supervised Clinical Trial Document Similarity Search
    ACL 2025 ·
    Trisha Das
    ,
    Afrah Shafquat
    ,
    Mandis Beigi
    ,
    Jacob Aptekar
    , Jimeng Sun
  12. Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
    ICLR 2025 ·
    Jiahuan Yan
    ,
    Jintai Chen
    ,
    Chaowen Hu
    ,
    Bo Zheng
    ,
    Yaojun Hu
    , Jimeng Sun,
    Jian Wu
  13. Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation
    ACL 2025 ·
    Hanyin Wang
    ,
    Chufan Gao
    ,
    Bolun Liu
    ,
    Qiping Xu
    ,
    Guleid Hussein
    ,
    Mohamad El Labban
    ,
    Kingsley Iheasirim
    ,
    Hariprasad Reddy Korsapati
    ,
    Chuck Outcalt
    , Jimeng Sun
  14. s3: You Don't Need That Much Data to Train a Search Agent via RL
    EMNLP 2025 ·
    Pengcheng Jiang
    ,
    Xueqiang Xu
    ,
    Jiacheng Lin
    ,
    Jinfeng Xiao
    ,
    Zifeng Wang
    , Jimeng Sun,
    Jiawei Han
  15. Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning
    EMNLP 2024 ·
    John Wu
    ,
    David Wu
    , Jimeng Sun
  16. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    NeurIPS 2024 ·
    Peng Xia
    ,
    Ze Chen
    ,
    Juanxi Tian
    ,
    Yangrui Gong
    ,
    Ruibo Hou
    ,
    Yue Xu
    ,
    Zhenbang Wu
    ,
    Zhiyuan Fan
    ,
    Yiyang Zhou
    ,
    Kangyu Zhu
    ,
    Wenhao Zheng
    ,
    Zhaoyang Wang
    ,
    Xiao Wang
    ,
    Xuchao Zhang
    ,
    Chetan Bansal
    ,
    Marc Niethammer
    ,
    Junzhou Huang
    ,
    Hongtu Zhu
    ,
    Yun Li
    , Jimeng Sun,
    Zongyuan Ge
    ,
    Gang Li
    ,
    James Y. Zou
    ,
    Huaxiu Yao
  17. Can a Deep Learning Model be a Sure Bet for Tabular Prediction?
    SIGKDD 2024 ·
    Jintai Chen
    ,
    Jiahuan Yan
    ,
    Qiyuan Chen
    ,
    Danny Z. Chen
    ,
    Jian Wu
    , Jimeng Sun
  18. Certifiably Byzantine-Robust Federated Conformal Prediction
    ICML 2024 ·
    Mintong Kang
    ,
    Zhen Lin
    , Jimeng Sun,
    Cao Xiao
    ,
    Bo Li
  19. ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation
    AAAI 2024 ·
    Brandon Theodorou
    ,
    Shrusti Jain
    ,
    Cao Xiao
    , Jimeng Sun
  20. Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation
    EMNLP 2024 ·
    Zhen Lin
    ,
    Shubhendu Trivedi
    , Jimeng Sun
  21. GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
    NAACL 2024 ·
    Pengcheng Jiang
    ,
    Jiacheng Lin
    ,
    Zifeng Wang
    , Jimeng Sun,
    Jiawei Han
  22. GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
    ICLR 2024 ·
    Pengcheng Jiang
    ,
    Cao Xiao
    ,
    Adam Cross
    , Jimeng Sun
  23. Instruction Tuning Large Language Models to Understand Electronic Health Records
    NeurIPS 2024 ·
    Zhenbang Wu
    ,
    Anant Dadu
    ,
    Mike A. Nalls
    ,
    Faraz Faghri
    , Jimeng Sun
  24. KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
    NeurIPS 2024 ·
    Pengcheng Jiang
    ,
    Lang Cao
    ,
    Cao (Danica) Xiao
    ,
    Parminder Bhatia
    , Jimeng Sun,
    Jiawei Han
  25. Making Pre-trained Language Models Great on Tabular Prediction
    ICLR 2024 ·
    Jiahuan Yan
    ,
    Bo Zheng
    ,
    Hongxia Xu
    ,
    Yiheng Zhu
    ,
    Danny Z. Chen
    , Jimeng Sun,
    Jian Wu
    ,
    Jintai Chen
  26. MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
    IJCAI 2024 ·
    Zifeng Wang
    ,
    Chufan Gao
    ,
    Cao Xiao
    , Jimeng Sun
  27. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
    ACL 2024 ·
    Yilin Wen
    ,
    Zifeng Wang
    , Jimeng Sun
  28. Multimodal Patient Representation Learning with Missing Modalities and Labels
    ICLR 2024 ·
    Zhenbang Wu
    ,
    Anant Dadu
    ,
    Nicholas J. Tustison
    ,
    Brian B. Avants
    ,
    Mike A. Nalls
    , Jimeng Sun,
    Faraz Faghri
  29. PILOT: Legal Case Outcome Prediction with Case Law
    NAACL 2024 ·
    Lang Cao
    ,
    Zifeng Wang
    ,
    Cao Xiao
    , Jimeng Sun
  30. Recent Advances in Predictive Modeling with Electronic Health Records
    IJCAI 2024 ·
    Jiaqi Wang
    ,
    Junyu Luo
    ,
    Muchao Ye
    ,
    Xiaochen Wang
    ,
    Yuan Zhong
    ,
    Aofei Chang
    ,
    Guanjie Huang
    ,
    Ziyi Yin
    ,
    Cao Xiao
    , Jimeng Sun,
    Fenglong Ma
  31. TTM-RE: Memory-Augmented Document-Level Relation Extraction
    ACL 2024 ·
    Chufan Gao
    ,
    Xuan Wang
    , Jimeng Sun
  32. TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
    NAACL 2024 ·
    Pengcheng Jiang
    ,
    Cao Xiao
    ,
    Zifeng Wang
    ,
    Parminder Bhatia
    , Jimeng Sun,
    Jiawei Han
  33. Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models
    CIKM 2024 ·
    Namkyeong Lee
    ,
    Siddhartha Laghuvarapu
    ,
    Chanyoung Park
    , Jimeng Sun