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Publication
2023
Matching Patients to Clinical Trials with Large Language Models [PDF]
Qiao Jin, Zifeng Wang, Charalampos S. Floudas, Jimeng Sun, Zhiyong Lu.
Preprint.
PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development [PDF]
Zifeng Wang, Brandon Theodoru, Tianfan Fu, Cao Xiao, Jimeng Sun.
Preprint.
AnyPredict: Foundation Model for Tabular Prediction [PDF]
Zifeng Wang, Chufan Gao, Cao Xiao, Jimeng Sun.
Preprint.
AutoTrial: Prompting Language Models for Clinical Trial Design [PDF]
Zifeng Wang, Cao Xiao, Jimeng Sun.
Preprint.
Artificial Intelligence for In Silico Clinical Trials: A Review [PDF]
Zifeng Wang, Chufan Gao, Lucas M. Glass, Jimeng Sun.
Preprint.
SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning [PDF]
Zifeng Wang, Cao Xiao, Jimeng Sun.
ACM-BCB'23
TWIN: Personalized Clinical Trial Digital Twin Generation
Trisha Das*, Zifeng Wang*, and Jimeng Sun.
KDD'23.
2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning [PDF]
Zifeng Wang and Jimeng Sun.
EMNLP'22.
MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts [PDF]
Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, and Jimeng Sun.
EMNLP'22.
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.
NeurIPS'22.
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).
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