Upcoming Lecture

Prof. Jian Pei

Prof. Jian Pei

Arthur S. Pearse Distinguished Professor of Computer Science
Duke University


Data Valuation in Federated Learning

28 Jun 2024 (Fri), 10:30 – 11:30am HKT (GMT +8)

Venue: SWT 501, Shaw Tower, Shaw Campus, HKBU

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To enable practical federated learning, we have to not only improve the efficiency but also address the incentive and fairness concerns. In this talk, I will delve into the challenges in valuation and personalization in federated learning and share our recent endeavours. Particularly, valuation in federated learning seeks to allocate credits to participants in a just and equitable manner. Personalization in federated learning addresses the individual needs of participants. In the context of federated learning, those problems have some unique challenges. For example, the federated learning process is often run only once and many participants may not be consulted in every round. I will discuss the intuitions and ideas of our latest methods and also discuss some challenges and opportunities for future work.

Past Events

Speaker Title Date & Venue
Dr. James Zou Dr. James Zou
Associate Professor
Stanford University
Biomedicine in the Age of Generative AI

Abstract Biography Poster Photo Video
Apr 25, 2024 (Thu)
10:00am, WLB 104
Prof. Xilin Chen Prof. Xilin Chen
Institute of Computing Technology
Chinese Academy of Sciences
Understanding Non-Verbal Communication: Decoding Facial Expressions and Gestures for Seamless Human-Robot Interaction

Abstract Biography Poster Photo Video Slides
Feb 19, 2024 (Mon)
10:00am, WLB 210
Prof. Chengqi Zhang Prof. Chengqi Zhang
Pro Vice-Chancellor and Distinguished Professor
University of Technology Sydney
General Chair of IJCAI-2024
The Impact of ChatGPT on Artificial Intelligence Research and Social Development

Abstract Biography Poster Photo Video Slides
Sep 4, 2023 (Mon)
10:00am, SWT 501

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For further information or enquiry about this lecture series, please contact:
Tel: (+852) 3411-2385
Website: https://www.comp.hkbu.edu.hk/