Gongxi Zhu

13 papers A* 3C 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Client.
CoRR
Gongxi Zhu, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han
2026 A* conf
FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients.
AAAI
Gongxi Zhu, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han
2026 J jnl
HeartMuLa: A Family of Open Sourced Music Foundation Models.
CoRR
Dongchao Yang, Yuxin Xie, Yuguo Yin, Zheyu Wang, Xiaoyu Yi, Gongxi Zhu, Xiaolong Weng, Zihan Xiong, Yingzhe Ma, Dading Cong, Jingliang Liu, Zihang Huang, Jinghan Ru, Rongjie Huang, Haoran Wan, Peixu Wang, Kuoxi Yu, Helin Wang, Liming Liang, Xianwei Zhuang, Yuanyuan Wang, Dingdong, Wang, Haohan Guo, Junjie Cao, Zeqian Ju, Songxiang Liu, Yuewen Cao, Heming Weng, Yuexian Zou
2025 J jnl
A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning.
IEEE Trans. Big Data
Hanlin Gu, Xinyuan Zhao, Gongxi Zhu, Yuxing Han, Yan Kang, Lixin Fan, Qiang Yang
2025 J jnl
ASK: Adaptive Self-improving Knowledge Framework for Audio Text Retrieval.
CoRR
Siyuan Fu, Xuchen Guo, Mingjun Liu, Hongxiang Li, Boyin Tan, Gongxi Zhu, Xianwei Zhuang, Jinghan Ru, Yuxin Xie, Yuguo Yin
2025 A* conf
FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning.
CVPR
Gongxi Zhu, Donghao Li, Hanlin Gu, Yuan Yao, Lixin Fan, Yuxing Han
2024 J jnl
Evaluating Membership Inference Attacks and Defenses in Federated Learning.
CoRR
Gongxi Zhu, Donghao Li, Hanlin Gu, Yuxing Han, Yuan Yao, Lixin Fan, Qiang Yang
2024 J jnl
FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation.
CoRR
Hanlin Gu, Jiahuan Luo, Yan Kang, Yuan Yao, Gongxi Zhu, Bowen Li, Lixin Fan, Qiang Yang
2024 A* conf
Unlearning during Learning: An Efficient Federated Machine Unlearning Method.
IJCAI
Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang
2024 J jnl
Unlearning during Learning: An Efficient Federated Machine Unlearning Method.
CoRR
Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang
2023 J jnl
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature.
CoRR
Wenyuan Yang, Gongxi Zhu, Yuguo Yin, Hanlin Gu, Lixin Fan, Qiang Yang, Xiaochun Cao
2023 J jnl
FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof.
CoRR
Wenyuan Yang, Yuguo Yin, Gongxi Zhu, Hanlin Gu, Lixin Fan, Xiaochun Cao, Qiang Yang
2010 C conf
Chameleon-MAC: Adaptive and Self-* Algorithms for Media Access Control in Mobile Ad Hoc Networks.
SSS
Pierre Leone, Marina Papatriantafilou, Elad Michael Schiller, Gongxi Zhu