Scholar
Jie Shen
Google Scholar ID: Em5N8u0AAAAJ
Assistant Professor, Stevens Institute of Technology
Citations & Impact
Citations
452
H-index
12
i10-index
15
Publications
20
Co-authors
11
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Received NSF CAREER Award (Feb. 2023)
- Principal investigator on NSF grants: AF-2239376 (CAREER), RI-1948133 (CRII)
- Area Chair for ICML, NeurIPS, ICLR (2024–present), AISTATS (2025–present), ACML (2022–present)
- Action Editor/Associate Editor for TMLR and Visual Intelligence (2024–present)
- Reviewer for FOCS, COLT, ICML, NeurIPS, AISTATS, ICLR, JMLR, ML, TIT, TSP, SP
- NSF Panel member (2023–present)
Education
- B.S. in Mathematics & Applied Mathematics from Shanghai Jiao Tong University (2011)
- M.S. in Computer Science from Shanghai Jiao Tong University (2014)
- Ph.D. in Computer Science from Rutgers University–New Brunswick (2018)
- Visiting scholar at National University of Singapore (2013–2014)
- Visiting scholar at Duke University (Summer 2018)
Background
- Research interests lie in both theoretical aspects and applications of machine learning
- Particularly interested in learning in the presence of noise (e.g., label noise, malicious data)
- 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)
