Zelei Liu

Orcid: 0000-0002-1236-531X

According to our database1, Zelei Liu authored at least 18 papers between 2016 and 2024.

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Bibliography

2024
Federated Learning in Large Model Era: Vision-Language Model for Smart City Safety Operation Management.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023
CAreFL: Enhancing smart healthcare with Contribution-Aware Federated Learning.
AI Mag., March, 2023

Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models.
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

2022
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

2020
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

2019
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

2018
A novel process-based association rule approach through maximal frequent itemsets for big data processing.
Future Gener. Comput. Syst., 2018

2016
A novel trajectory similarity-based approach for location prediction.
Int. J. Distributed Sens. Networks, 2016


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