Federated Learning in Large Model Era: Vision-Language Model for Smart City Safety Operation Management.
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Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
CAreFL: Enhancing smart healthcare with Contribution-Aware Federated Learning.
AI Mag., March, 2023
Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models.
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CoRR, 2023
Fairness-Aware Client Selection for Federated Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning.
ACM Trans. Intell. Syst. Technol., 2022
Contribution-Aware Federated Learning for Smart Healthcare.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
FedCoin: A Peer-to-Peer Payment System for Federated Learning.
Proceedings of the Federated Learning - Privacy and Incentive, 2020
A Gamified Research Tool for Incentive Mechanism Design in Federated Learning.
Proceedings of the Federated Learning - Privacy and Incentive, 2020
A Sustainable Incentive Scheme for Federated Learning.
IEEE Intell. Syst., 2020
FedCoin: A Peer-to-Peer Payment System for Federated Learning.
CoRR, 2020
A Multi-player Game for Studying Federated Learning Incentive Schemes.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
A Fairness-aware Incentive Scheme for Federated Learning.
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020
Efficient Spatial-Temporal Rebalancing of Shareable Bikes (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Social Mobilization to Reposition Indiscriminately Parked Shareable Bikes.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
A novel process-based association rule approach through maximal frequent itemsets for big data processing.
Future Gener. Comput. Syst., 2018
A novel trajectory similarity-based approach for location prediction.
Int. J. Distributed Sens. Networks, 2016