Ganyu Wang

Joined

January 2023

Names

Ganyu Wang (Preferred)

Emails

****@uwo.ca (Confirmed)

Personal Links

Career & Education History

PhD student

Western University (uwo.ca)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

PhD Advisor

2021 – 2025

PhD Advisor

2021 – 2025

Expertise

No areas of expertise listed

Publications

Online Black-Box Prompt Optimization with Regret Guarantees under Noisy Feedback
Jinjie Fang, Runwen You, Wanli Shi, Wenkang Wang, Ganyu Wang, Haozhen Zhang, Yi Chang, Bin Gu
- ICLR 2026 Poster
- Readers: Everyone
Accelerated Vertical Federated Adversarial Learning through Decoupling Layer-Wise Dependencies
Tianxing Man, Yu Bai, Ganyu Wang, Jinjie Fang, Haoran Fang, Bin Gu, Yi Chang
- NeurIPS 2025 poster
- Readers: Everyone
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning
Ganyu Wang, Jinjie Fang, Maxwell Juncheng Yin, Bin Gu, Xi Chen, Boyu Wang, Yi Chang, Charles Ling
- ICML 2025 poster
- Readers: Everyone
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning
Ganyu Wang, Jinjie Fang, Maxwell Juncheng Yin, Xi Chen, Boyu Wang, Bin Gu, Charles Ling
- Submitted to ICLR 2025
- Readers: Everyone
Event-Driven Online Vertical Federated Learning
Ganyu Wang, Boyu Wang, Bin Gu, Charles Ling
- ICLR 2025 Poster
- Readers: Everyone
Accelerate Vertical Federated Adversarial Learning with Dual-level Decoupled Backpropagation
Tianxing Man, Yu Bai, Ganyu Wang, Jinjie Fang, Haoran Fang, Bin Gu, Yi Chang
- Submitted to ICLR 2025
- Readers: Everyone
Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization
Ganyu Wang, Qingsong Zhang, Xiang Li, Boyu Wang, Bin Gu, Charles X. Ling
- Mach. Learn. 2024
- Readers: Everyone
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
Ganyu Wang, Bin Gu, Qingsong Zhang, Xiang Li, Boyu Wang, Charles Ling
- NeurIPS 2023 poster
- Readers: Everyone
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
Ganyu Wang, Bin Gu, Qingsong Zhang, Xiang Li, Boyu Wang, Charles X. Ling
- NeurIPS 2023
- Readers: Everyone

Co-Authors