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

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Venues

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

Frequent coauthors

Pengcheng Jiang
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Hanyin Wang
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Jiahuan Yan
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Zhenbang Wu
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Songtao Jiang
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Rikuto Kotoge
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Ran Xu
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Ziwei Yang
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Zheng Chen
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Matthew B. A. McDermott
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Trisha Das
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John Wu
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Papers

  1. Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
    ACL 2026 ·
    Songtao Jiang
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  2. Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation
    AAAI 2026 ·
    Rikuto Kotoge
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  3. A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare
    SIGKDD 2025 ·
    Ran Xu
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  4. Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
    AAAI 2025 ·
    Pengcheng Jiang
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  5. GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
    ICLR 2025 ·
    Ziwei Yang
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  6. Long-Term EEG Partitioning for Seizure Onset Detection
    AAAI 2025 ·
    Zheng Chen
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  7. MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem
    SIGKDD 2025 ·
    Matthew B. A. McDermott
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  8. Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise
    EMNLP 2025 ·
    Hanyin Wang
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  9. Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
    ICLR 2025 ·
    Pengcheng Jiang
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  10. Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
    NeurIPS 2025 ·
    Hanyin Wang
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  11. SECRET: Semi-supervised Clinical Trial Document Similarity Search
    ACL 2025 ·
    Trisha Das
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  12. Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
    ICLR 2025 ·
    Jiahuan Yan
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  13. Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation
    ACL 2025 ·
    Hanyin Wang
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  14. s3: You Don't Need That Much Data to Train a Search Agent via RL
    EMNLP 2025 ·
    Pengcheng Jiang
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  15. Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning
    EMNLP 2024 ·
    John Wu
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  16. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    NeurIPS 2024 ·
    Peng Xia
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  17. Can a Deep Learning Model be a Sure Bet for Tabular Prediction?
    SIGKDD 2024 ·
    Jintai Chen
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  18. Certifiably Byzantine-Robust Federated Conformal Prediction
    ICML 2024 ·
    Mintong Kang
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  19. ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation
    AAAI 2024 ·
    Brandon Theodorou
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  20. Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation
    EMNLP 2024 ·
    Zhen Lin
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  21. GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
    NAACL 2024 ·
    Pengcheng Jiang
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  22. GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
    ICLR 2024 ·
    Pengcheng Jiang
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  23. Instruction Tuning Large Language Models to Understand Electronic Health Records
    NeurIPS 2024 ·
    Zhenbang Wu
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  24. KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
    NeurIPS 2024 ·
    Pengcheng Jiang
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  25. Making Pre-trained Language Models Great on Tabular Prediction
    ICLR 2024 ·
    Jiahuan Yan
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  26. MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
    IJCAI 2024 ·
    Zifeng Wang
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  27. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
    ACL 2024 ·
    Yilin Wen
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  28. Multimodal Patient Representation Learning with Missing Modalities and Labels
    ICLR 2024 ·
    Zhenbang Wu
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  29. PILOT: Legal Case Outcome Prediction with Case Law
    NAACL 2024 ·
    Lang Cao
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  30. Recent Advances in Predictive Modeling with Electronic Health Records
    IJCAI 2024 ·
    Jiaqi Wang
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  31. TTM-RE: Memory-Augmented Document-Level Relation Extraction
    ACL 2024 ·
    Chufan Gao
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  32. TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
    NAACL 2024 ·
    Pengcheng Jiang
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  33. Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models
    CIKM 2024 ·
    Namkyeong Lee
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