publications
2024
- FLOAT: Federated Learning Optimizations with Automated TuningIn Nineteenth European Conference on Computer Systems (EuroSys ’24) , 2024
- Incentivized Collaborative Learning: Architectural Design and Insights2024
2023
- Towards cost-effective and resource-aware aggregation at Edge for Federated LearningIn 2023 IEEE International Conference on Big Data (BigData) , 2023
- A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement LearningIEEE Access, 2023
- PI-FL: Personalized and Incentivized Federated Learning2023
- A Framework for Incentivized Collaborative Learning2023
2022
- TIFF: Tokenized Incentive for Federated LearningIn 2022 IEEE 15th International Conference on Cloud Computing (CLOUD) , 2022
- Heterogeneity-Aware Adaptive Federated Learning SchedulingIn 2022 IEEE International Conference on Big Data (Big Data) , 2022