Jie Shen
Assistant Professor (Tenure-Track)
Department of Computer Science
Stevens Institute of Technology
Email: jieshen.sjtu [AT] gmail [DOT] com
Office: Gateway Academic Center South 351
Short bio: I obtained my B.S. in Mathematics & Applied Mathematics in 2011 and M.S. in Computer Science in 2014, both from Shanghai Jiao Tong University. I obtained my Ph.D. in Computer Science in 2018 from Rutgers University-New Brunswick. I was a visiting scholar at National University of Singapore (2013 - 2014) and at Duke University (Summer 2018).
News
Feb. 2024: Grace arrived!!!
Feb. 2023: Received NSF CAREER award.
Jan. 2021: Chloe arrived!!!
My research interests lie in both the theoretical aspects and applications of machine learning. I am particularly interested in the following problems and their interplay:
learning in the presence of noise, e.g. label noise, malicious data;
learning with unsupervised learning, e.g. contrastive learning, pre-training;
data-efficient learning, e.g. high-dimensional statistics, meta/transfer learning;
label-efficient learning, e.g. active learning, learning with enriched queries.
Grants
NSF-AF-2239376 (CAREER), NSF-RI-1948133 (CRII)
Academic Services
Area Chair: ICML, NeurIPS, ICLR (2024 - present), AISTATS (2025 - present), ACML (2022 - present)
Action Editor/Associate Editor: TMLR, Visual Intelligence (2024 - present)
Reviewer: FOCS, COLT, ICML, NeurIPS/NIPS, AISTATS, ICLR, JMLR, ML, TIT, TSP, SP
NSF Panel: 2023 - present
