Zifeng Wang
Research Interests
I'm a member of Sunlab on AI for healthcare, led by Prof. Jimeng Sun. I am working on AI for clinical trials & healthcare, including several topics like:
Prediction. Flexible individual/trial outcome prediction with tabular/sequence model.
Generation. Synthetic EHR/EDC generation to boost AI for health/trial.
Optimization. In silico optimization of clinical trial protocols through retrieval, prediction, & generation.
Explanation. Provide trustworthy explanations to support decision-making in clinical trial design.
Education
Experience
Activity & Award
NeurIPS 2022 Scholar Award ($2000), 2022
Yunni & Maxine Pao Memorial Fellowship ($5000), 2022
Best student paper award of PAKDD'21, 2021
Best student research runner-up of Guangdong-HK-Macau Bay Area PhD Student Symposium, 2021
Best student research runner-up of TBSI Workshop On Learning Theory, 2021
Best Student research runner-up of 2019 TBSI Workshop On Data Science, 2019
Meritorious winner (1st class prize, top 7%) in USA Mathematical Contest in Modeling, 2017
Service
PC Member/Reviewer for ACL'23, KDD'23, IJCAI'23, NeurIPS'22, EMNLP'22, AAAI'22, IJCAI'22, ICIP'21, ICASSP'21.
Reviewer for TPAMI.
Teaching Experience
Invited Talk
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