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Zifeng Wang
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Year
Medclip: Contrastive learning from unpaired medical images and text
Z Wang, Z Wu, D Agarwal, J Sun
EMNLP 2022, 2022
2002022
Transtab: Learning transferable tabular transformers across tables
Z Wang, J Sun
Advances in Neural Information Processing Systems 35, 2902-2915, 2022
832022
Information theoretic counterfactual learning from missing-not-at-random feedback
Z Wang, X Chen, R Wen, SL Huang, E Kuruoglu, Y Zheng
Advances in Neural Information Processing Systems 33, 1854-1864, 2020
662020
Deep semantic segmentation for visual understanding on construction sites
Z Wang, Y Zhang, KM Mosalam, Y Gao, SL Huang
Computer‐Aided Civil and Infrastructure Engineering 37 (2), 145-162, 2022
512022
Less is better: Unweighted data subsampling via influence function
Z Wang, H Zhu, Z Dong, X He, SL Huang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6340-6347, 2020
502020
SurvTRACE: transformers for survival analysis with competing events
Z Wang, J Sun
Proceedings of the 13th ACM International Conference on Bioinformatics …, 2022
402022
Mindmap: Knowledge graph prompting sparks graph of thoughts in large language models
Y Wen, Z Wang, J Sun
ACL 2024, 2023
362023
Matching patients to clinical trials with large language models
Q Jin, Z Wang, CS Floudas, F Chen, C Gong, D Bracken-Clarke, E Xue, ...
ArXiv, 2023
362023
Online Disease Diagnosis with Inductive Heterogeneous Graph Convolutional Networks
Z Wang, R Wen, X Chen, S Cao, SL Huang, B Qian, Y Zheng
Proceedings of the Web Conference 2021, 3349-3358, 2021
362021
Data-driven Risk Assessment on Urban Pipeline Network based on a Cluster Model
Z Wang, S Li
Reliability Engineering & System Safety 196, 106781, 2019
352019
PAC-bayes information bottleneck
Z Wang, SL Huang, EE Kuruoglu, J Sun, X Chen, Y Zheng
ICLR 2022 (Spotlight), 2021
272021
Finding influential instances for distantly supervised relation extraction
Z Wang, R Wen, X Chen, SL Huang, N Zhang, Y Zheng
COLING 2022, 2022
262022
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
Z Wang, C Gao, C Xiao, J Sun
IJCAI 2024, 2023
20*2023
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
Z Wang, J Sun
EMNLP 2022, 2022
132022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision
Z Wang, J Sun
Findings of EMNLP 2022, 2022
132022
Twin: Personalized clinical trial digital twin generation
T Das, Z Wang, J Sun
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
112023
AutoTrial: Prompting Language Models for Clinical Trial Design
Z Wang, C Xiao, J Sun
EMNLP 2023, 2023
82023
SPOT: Sequential predictive modeling of clinical trial outcome with meta-learning
Z Wang, C Xiao, J Sun
ACM-BCB 2023, 2023
82023
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
Z Wang, Z Wang, B Srinivasan, VN Ioannidis, H Rangwala, R Anubhai
ICLR 2024, 2023
72023
PyTrial: Machine Learning Software and Benchmark for Clinical Trial Applications
Z Wang, B Theodorou, T Fu, C Xiao, J Sun
arXiv preprint arXiv:2306.04018, 2023
6*2023
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