Seohyeon Cha

PhD student, ECE, University of Texas at Austin

Joined

November 2024

Names

Seohyeon Cha (Preferred)

Emails

****@utexas.edu (Confirmed)

Personal Links

Career & Education History

PhD student

ECE, University of Texas at Austin (utexas.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

2024 – Present

Expertise

Machine Learning

2022 – Present

Publications

Quantized Gradient Projection for Memory-Efficient Continual Learning
Dongjun Kim, Seohyeon Cha, Huancheng Chen, Chianing Wang, Haris Vikalo
- ICLR 2026 Poster
- Readers: Everyone
Task-Agnostic Federated Continual Learning via Replay-Free Gradient Projection
Seohyeon Cha, Huancheng Chen, Haris Vikalo
- Submitted to ICLR 2026
- Readers: Everyone
GeFL: Model-Agnostic Federated Learning with Generative Models
Honggu Kang, Seohyeon Cha, Joonhyuk Kang
- CoRR 2024
- Readers: Everyone
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
Seohyeon Cha, Honggu Kang, Joonhyuk Kang
- CoRR 2023
- Readers: Everyone
NeFL: Nested Federated Learning for Heterogeneous Clients
Honggu Kang, Seohyeon Cha, Jinwoo Shin, Jongmyeong Lee, Joonhyuk Kang
- Published: 01 Jan 2023, Last Modified: 24 Sept 2023
- CoRR 2023
- Readers: Everyone

Co-Authors