Mingyue Ji

Associate Professor, Electrical and Computer Engineering, University of Florida

Joined

July 2019

Names

Mingyue Ji

Emails

****@utah.edu (Confirmed)

,

****@ufl.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Electrical and Computer Engineering, University of Florida (ufl.edu)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Compressed Decentralized Learning with Error-Feedback under Data Heterogeneity
Xin Yao, Shiqiang Wang, Jake Perazzone, Kevin S Chan, Mingyue Ji
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
- ICML 2024 Poster
- Readers: Everyone
A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
- Submitted to ICLR 2024
- Readers: Everyone
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
Shiqiang Wang, Mingyue Ji
- ICLR 2024 spotlight
- Readers: Everyone
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
- FL-ICML 2023
- Readers: Everyone
Demystifying Why Local Aggregation Helps: Convergence Analysis of
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
- 26 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
A Unified Analysis of Federated Learning with Arbitrary Client Participation
Shiqiang Wang, Mingyue Ji
- Published: 31 Oct 2022, Last Modified: 16 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors