• Matching Patients to Clinical Trials with Large Language Models [PDF]
    Qiao Jin, Zifeng Wang, Charalampos S. Floudas, Jimeng Sun, Zhiyong Lu.

  • PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development [PDF]
    Zifeng Wang, Brandon Theodoru, Tianfan Fu, Cao Xiao, Jimeng Sun.

  • AnyPredict: Foundation Model for Tabular Prediction [PDF]
    Zifeng Wang, Chufan Gao, Cao Xiao, Jimeng Sun.

  • AutoTrial: Prompting Language Models for Clinical Trial Design [PDF]
    Zifeng Wang, Cao Xiao, Jimeng Sun.

  • Artificial Intelligence for In Silico Clinical Trials: A Review [PDF]
    Zifeng Wang, Chufan Gao, Lucas M. Glass, Jimeng Sun.

  • SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning [PDF]
    Zifeng Wang, Cao Xiao, Jimeng Sun.

  • TWIN: Personalized Clinical Trial Digital Twin Generation
    Trisha Das*, Zifeng Wang*, and Jimeng Sun.


  • PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning [PDF]
    Zifeng Wang and Jimeng Sun.

  • MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts [PDF]
    Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, and Jimeng Sun.

  • Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision [PDF]
    Zifeng Wang and Jimeng Sun.
    Findings of EMNLP'22.

  • TransTab: Learning Transferable Tabular Transformers Across Tables [PDF] [Package] [Poster]
    Zifeng Wang and Jimeng Sun.

  • Finding Influential Instances for Distantly Supervised Relation Extraction [PDF]
    Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, and Yefeng Zheng.
    COLING'22. Oral.

  • SurvTRACE: Transformer for Survival Analysis with Competing Events [PDF]
    Zifeng Wang and Jimeng Sun.
    ACM-BCB'22 .

  • PAC-Bayes Information Bottleneck [PDF] [Slides] [Video(CN)]
    Zifeng Wang, Shao-Lun Huang, Ercan E. Kuruoglu, Jimeng Sun, Xi Chen, and Yefeng Zheng.
    ICLR'22 . Spotlight (176/3391).

Before 2021

  • Lifelong Learning Disease Diagnosis on Clinical Notes [PDF] [Video]
    Zifeng Wang, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, and Yefeng Zheng.
    PAKDD'21 . Best Student Paper Award (1/768).

  • Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks [PDF] [Video]
    Zifeng Wang, Rui Wen, Xi Chen, Shilei Cao, Shao-Lun Huang, Buyue Qian, and Yefeng Zheng.
    WWW'21 .

  • Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback [PDF] [Video]
    Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang, Ercan E. Kuruoglu, and Yefeng Zheng.
    NeurIPS'20 .

  • Less Is Better: Unweighted Data Subsampling via Influence Function [PDF]
    Zifeng Wang, Hong Zhu, Zhenhua Dong, Xiuqiang He, and Shao-Lun Huang.
    AAAI'20 .

  • Deep Semantic Segmentation for Visual Understanding on Construction Sites [PDF]
    Zifeng Wang, Yuyang Zhang, Khalid M. Mosalam, Yuqing Gao, and Shao-Lun Huang.
    Computer-Aided Civil and Infrastructure Engineering (CACAIE), 1-18 (2021).

  • Data-driven Risk Assessment on Urban Pipeline Network Based on a Cluster Model [PDF]
    Zifeng Wang and Suzhen Li.
    Reliability Engineering & System Safety, 196: 106781 (2019).