Hulya Seferoglu
ProfessorDepartment of Electrical and Computer EngineeringUniversity of Illinois Chicago
Contact
Department of ECE (MC 154)1037 SEO, 851 S Morgan St., Chicago, IL, 60607E-mail: hulya{at}uic.eduEmbedded Files
ProfessorDepartment of Electrical and Computer EngineeringUniversity of Illinois Chicago
Biography
Hulya Seferoglu is a Professor in the Electrical and Computer Engineering Department at the University of Illinois Chicago (UIC). She received her Ph.D. in Electrical and Computer Engineering from the University of California, Irvine. Prior to joining UIC, she was a Postdoctoral Associate at the Massachusetts Institute of Technology. She also held short-term research positions at AT&T Labs Research, Docomo USA Labs, and Microsoft Research. She served as an associate editor for IEEE Transactions on Mobile Computing and IEEE/ACM Transactions on Networking. She is the recipient of an NSF CAREER Award and the 2025 IEEE LANMAN Best Paper Award. Her CV is here.
Recent News
10/13/2025, Our work on "Differentiated Aggregation to Improve Generalization in Federated Learning" is accepted by Transactions on Machine Learning Research (TMLR).
08/04/2025, Our work on "Efficient and Privacy-Preserving Binary Dot Product via Multi-Party Computation" is accepted by Allerton 2025.
07/08/2025, Our work on "Model-Distributed Inference for Large Language Models at the Edge" received the best paper award in IEEE LANMAN.
05/26/2025, Fatemeh will present our work on "Privacy-Preserving Hierarchical Model-Distributed Inference" in the 2025 Midwest Machine Learning Symposium (MMLS).
05/04/2025, Our work on "Model-Distributed Inference for Large Language Models at the Edge" is accepted by IEEE LANMAN, July 2025.
02/09/2025, Our work on "Priority-Aware Model-Distributed Inference at Edge Networks" is accepted by IEEE ICMLCN, May 2025.
12/15/2024, Our work on "Differentiated Aggregation to Improve Generalization in Federated Learning" is accepted by SEAS and FLUID workshops of AAAI 2025.
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