KDD 2024 Workshop FedKDD Submissions

An Overlapping Coalition Game for Individual Utility Maximization in Federated Learning
Yan Gong, Bing Luo, Chuang Hu, Dazhao Cheng
- Published: 26 Aug 2024, Last Modified: 26 Aug 2024
- FedKDD 2024 Poster
- Readers: Everyone
FedLDCS: Adaptive Divergence-Based Client Selection for Federated Learning
Shiyue Hou, Zhenglun Kong
- Published: 26 Aug 2024, Last Modified: 26 Aug 2024
- FedKDD 2024 Poster
- Readers: Everyone
Client-Specific Hyperbolic Federated Learning
Jiahong Liu, Xinyu Fu, Menglin Yang, Weixi Zhang, Rex Ying, Irwin King
- Published: 26 Aug 2024, Last Modified: 29 Oct 2024
- FedKDD 2024 Poster
- Readers: Everyone
Deep Federated Recommendation System
Archil Beridze, Omkar Suryakant Naik, Charanveer Singh, Utsav Savaliya, Mahima Agumbe Suresh
- 31 May 2024 (modified: 26 Aug 2024)
- Submitted to FedKDD 2024
- Readers: Everyone
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning
Seongyoon Kim, Minchan Jeong, Sungnyun Kim, Sungwoo Cho, Sumyeong Ahn, Se-Young Yun
- Published: 26 Aug 2024, Last Modified: 26 Aug 2024
- FedKDD 2024 Poster
- Readers: Everyone
Subgraph Federated Learning for Local Generalization
Sungwon Kim, Yoonho Lee, Carl Yang, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Chanyoung Park
- Published: 26 Aug 2024, Last Modified: 26 Aug 2024
- FedKDD 2024 Oral
- Readers: Everyone
Towards Federated Learning with on-device Training and Communication in 8-bit Floating Point
Bokun Wang, Axel Berg, Durmus Alp Emre Acar, Chuteng Zhou
- Published: 26 Aug 2024, Last Modified: 26 Aug 2024
- FedKDD 2024 Poster
- Readers: Everyone
End-to-End Privacy-Preserving Vertical Federated Learning using Private Cross-Organizational Data Collaboration
Keiichi Ochiai, Masayuki Terada
- 27 May 2024 (modified: 26 Aug 2024)
- Submitted to FedKDD 2024
- Readers: Everyone
Evaluating Federated Dino’s performance on the segmentationtask across diverse domains
Marko Harasic, Dennis Lehmann, Adrian Paschke
- 24 May 2024 (modified: 26 Aug 2024)
- Submitted to FedKDD 2024
- Readers: Everyone
Cooperative Multiple Model Training for Personalized Federated Learning over Heterogeneous Devices
Jian Xu, Shuo Wan, Yinchuan Li, Zhilin Chen, yunfeng shao, Zhitang Chen, Shao-Lun Huang
- Published: 26 Aug 2024, Last Modified: 26 Aug 2024
- FedKDD 2024 Poster
- Readers: Everyone