• Preprints

    • Artificial Intelligence for In Silico Clinical Trials: A Review [PDF]
      Zifeng Wang, Chufan Gao, Lucas M. Glass, Jimeng Sun.
      Under review (2022).

  • Conferences

    • PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning [PDF]
      Zifeng Wang and Jimeng Sun.
      EMNLP'22 (2022).

    • MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts [PDF]
      Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, and Jimeng Sun.
      EMNLP'22 (2022).

    • Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision [PDF]
      Zifeng Wang and Jimeng Sun.
      Findings of EMNLP'22 (2022).

    • TransTab: Learning Transferable Tabular Transformers Across Tables [PDF] [Package] [Poster]
      Zifeng Wang and Jimeng Sun.
      NeurIPS'22 (2022).

    • 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 (2022). Oral.

    • SurvTRACE: Transformer for Survival Analysis with Competing Events [PDF]
      Zifeng Wang and Jimeng Sun.
      ACM-BCB'22 (2022).

    • 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 (2022). Spotlight (176/3391).

    • 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 (2021). 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 (2021).

    • 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 (2020).

    • Less Is Better: Unweighted Data Subsampling via Influence Function [PDF]
      Zifeng Wang, Hong Zhu, Zhenhua Dong, Xiuqiang He, and Shao-Lun Huang.
      AAAI'20 (2020).

  • Journals

    • 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).