ICML 2025 Workshop CFAgentic Submissions

Vision: How to fully unleash the productivity of Agentic AI? Decentralized Agent Swarm Network
Rui Sun, Zhipeng Wang, Jiahao Sun, Rajiv Ranjan
- Published: 10 Jun 2025, Last Modified: 29 Jun 2025
- CFAgentic @ ICML'25 Poster
- Readers: Everyone
Position: Agentic Federated Learning for AI-Driven Strategy Design and Optimization
Haoyuan Li, Jindong Wang, Mathias Funk, Aaqib Saeed
- Published: 10 Jun 2025, Last Modified: 29 Jun 2025
- CFAgentic @ ICML'25 Poster
- Readers: Everyone
LoRA-FL: A Low-Rank Adversarial Attack for Compromising Group Fairness in Federated Learning
Sankarshan Damle, Ljubomir Rokvic, Venugopal Bhamidi, Manisha Padala, Boi Faltings
- Published: 10 Jun 2025, Last Modified: 29 Jun 2025
- CFAgentic @ ICML'25 Poster
- Readers: Everyone
DBA-DFL: Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning
Bohan Liu, Yang Xiao, Ruimeng Ye, Zinan Ling, Xiaolong Ma, Bo Hui
- Published: 10 Jun 2025, Last Modified: 29 Jun 2025
- CFAgentic @ ICML'25 Oral
- Readers: Everyone
Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
Zitong Shi, Guancheng Wan, Wenke Huang, Guibin Zhang, Jiawei Shao, Mang Ye, Carl Yang
- Published: 10 Jun 2025, Last Modified: 29 Jun 2025
- CFAgentic @ ICML'25 Poster
- Readers: Everyone
DebFlow: Automating Agent Creation via Agent Debate
Jinwei Su, Yinghui Xia, Ronghua Shi, Jianhui Wang, Jianuo Huang, Yijin Wang, TIANYU SHI, Yang Jingsong, Lewei He
- Published: 10 Jun 2025, Last Modified: 29 Jun 2025
- CFAgentic @ ICML'25 Poster
- Readers: Everyone