Jiyue Huang

Joined

May 2021

Names

Jiyue Huang (Preferred)

Emails

****@tudelft.nl (Confirmed)

Personal Links

Career & Education History

PhD student

Delft University of Technology (tudelft.nl)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Present

PhD Advisor

Present

Expertise

Federated Learning

2020 – 2024

Publications

Gradient Inversion of Federated Diffusion Models
Jiyue Huang, Chi Hong, Lydia Y. Chen, Stefanie Roos
- CoRR 2024
- Readers: Everyone
SFDDM: Single-fold Distillation for Diffusion models
Chi Hong, Jiyue Huang, Robert Birke, Dick H. J. Epema, Stefanie Roos, Lydia Y. Chen
- CoRR 2024
- Readers: Everyone
Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks
Zilong Zhao, Jiyue Huang, Lydia Y. Chen, Stefanie Roos
- FC 2023
- Readers: Everyone
Fabricated Flips: Poisoning Federated Learning without Data
Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos
- DSN 2023
- Readers: Everyone
Maverick Matters: Client Contribution and Selection in Federated Learning
Jiyue Huang, Chi Hong, Yang Liu, Lydia Y. Chen, Stefanie Roos
- PAKDD (2) 2023
- Readers: Everyone
Exploring and Exploiting Data-Free Model Stealing
Chi Hong, Jiyue Huang, Robert Birke, Lydia Y. Chen
- ECML/PKDD (5) 2023
- Readers: Everyone
Blind leads Blind: A Zero-Knowledge Attack on Federated Learning
Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos
- CoRR 2022
- Readers: Everyone
MEGA: Model Stealing via Collaborative Generator-Substitute Networks
Chi Hong, Jiyue Huang, Lydia Y. Chen
- CoRR 2022
- Readers: Everyone
AGIC: Approximate Gradient Inversion Attack on Federated Learning
Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant
- CoRR 2022
- Readers: Everyone

View all 22 publications

Co-Authors

View all 30 co-authors