Jingwei Sun

jingwei DOT sun AT duke DOT edu
Durham, NC, USA
I am currently a Ph.D. candidate in the Electrical and Computer Engineering department at Duke University under the supervision of Professor Yiran Chen and Hai “Helen” Li in Duke CEI Lab. My research interests lie in edge intelligent systems, with a focus on collaborative intelligent systems, edge computing systems, and on-device AI with an awareness of efficiency, personalization, and robustness.
Openings: I will join the Department of Computer & Information Science & Engineering (CISE) at University of Florida as an assistant professor in 2025 Fall. I’m looking for highly motivated Ph.D., master students, and research interns to join my group. If you are interested, please send an email to jingwei.sun@duke.edu with your CV and transcripts attached.
My main research interests:
-
Efficient on-device ML System Adaptation
– Knowledge Graph Tuning
– Backpropagation-free Prompt Tuning on Edge Devices -
Collaborative Edge Intelligence Systems
– Edge-cloud Collaborative Inference
– Cross-silo Collaborative Inference
– Heterogeneous Federated Learning -
Reliable AI Systems
– Data Privacy Preservation
– Robust Collaborative Intelligence System
– Training Data Detection for LLMs