KDD 2023 Workshop FL4Data-Mining Submissions

Federated Threat Detection for Smart Home IoT rules
Guangjing Wang, Qiben Yan
- Published: 25 Jun 2023, Last Modified: 15 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Federated learning for competing risk analysis in healthcare
Md Mahmudur Rahman, Sanjay Purushotham
- Published: 25 Jun 2023, Last Modified: 21 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging
Guangyao Zheng, Michael A. Jacobs, Vladimir Braverman, Vishwa Sanjay Parekh
- Published: 25 Jun 2023, Last Modified: 21 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Exploring the Efficacy of Data-Decoupled Federated Learning for Image Classification and Medical Imaging Analysis
Muhammad Jahanzeb Khan, Olamide Timothy Tawose, Rui Hu, Dongfang Zhao
- Published: 25 Jun 2023, Last Modified: 18 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
A Privacy-Preserving Hybrid Federated Learning Framework for Financial Crime Detection
Haobo Zhang, Junyuan Hong, Fan Dong, Steve Drew, Liangjie Xue, Jiayu Zhou
- Published: 25 Jun 2023, Last Modified: 13 Apr 2025
- FL4Data-Mining Poster
- Readers: Everyone
Stochastic Clustered Federated Learning
Dun Zeng, Xiangjing Hu, SHIYU LIU, Yue Yu, Hui Wang, Qifan Wang, Zenglin Xu
- Published: 25 Jun 2023, Last Modified: 13 Apr 2025
- FL4Data-Mining Poster
- Readers: Everyone
Federated Blood Supply Chain Demand Forecasting: A Case Study
Hanzhe Wei, Na Li, Jiajun Wu, Jiayu Zhou, Steve Drew
- Published: 25 Jun 2023, Last Modified: 17 Jan 2025
- FL4Data-Mining Poster
- Readers: Everyone
Distributed Personalized Empirical Risk Minimization
Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi
- Published: 25 Jun 2023, Last Modified: 25 Jun 2023
- FL4Data-Mining Oral
- Readers: Everyone
Taming Heterogeneity to Deal with Test-Time Shift in Federated Learning
Yue Tan, Chen Chen, Weiming Zhuang, Xin Dong, Lingjuan Lyu, Guodong Long
- Published: 25 Jun 2023, Last Modified: 19 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
A Systematic Evaluation of Federated Learning on Biomedical Natural Language Processing
Le Peng, sicheng zhou, jiandong chen, Rui Zhang, Ziyue Xu, Ju Sun
- Published: 25 Jun 2023, Last Modified: 13 Apr 2025
- FL4Data-Mining Poster
- Readers: Everyone
Uncertainty Quantification in Federated Learning for Heterogeneous Health Data
Yuwei Zhang, Tong Xia, Abhirup Ghosh, Cecilia Mascolo
- Published: 25 Jun 2023, Last Modified: 18 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Scaling Distributed Multi-task Reinforcement Learning with Experience Sharing
Sanae Amani, Khushbu Pahwa, Vladimir Braverman, Lin Yang
- Published: 25 Jun 2023, Last Modified: 19 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Federated Graph Analytics with Differential Privacy
Shang Liu, YANG CAO, Masatoshi Yoshikawa
- Published: 25 Jun 2023, Last Modified: 20 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
FedLEGO: Enabling Heterogenous Model Cooperation via Brick Reassembly in Federated Learning
Jiaqi Wang, Suhan Cui, Fenglong Ma
- Published: 25 Jun 2023, Last Modified: 19 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Is Normalization Indispensable for Multi-domain Federated Learning?
Weiming Zhuang, Lingjuan Lyu
- Published: 25 Jun 2023, Last Modified: 13 Apr 2025
- FL4Data-Mining Oral
- Readers: Everyone
Optimization of User Resources in Federated Learning for Urban Sensing Applications
Sparsh Gupta, Ayshika Kapoor, Dheeraj Kumar
- Published: 25 Jun 2023, Last Modified: 18 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
SparseVFL: Communication-Efficient Vertical Federated Learning Based on Sparsification of Embeddings and Gradients
Yoshitaka Inoue, Hiroki Moriya, Qiong Zhang, Kris Skrinak
- Published: 25 Jun 2023, Last Modified: 18 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Once-for-All Federated Learning: Learning From and Deploying to Heterogeneous Clients
Kamala Varma, Enmao Diao, Tanya Roosta, Jie Ding, Tao Zhang
- Published: 25 Jun 2023, Last Modified: 20 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone