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Zelei Liu
Zelei Liu
Verified email at ntu.edu.sg
Title
Cited by
Cited by
Year
A fairness-aware incentive scheme for federated learning
H Yu, Z Liu, Y Liu, T Chen, M Cong, X Weng, D Niyato, Q Yang
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 393-399, 2020
962020
A sustainable incentive scheme for federated learning
H Yu, Z Liu, Y Liu, T Chen, M Cong, X Weng, D Niyato, Q Yang
IEEE Intelligent Systems 35 (4), 58-69, 2020
472020
Fedcoin: A peer-to-peer payment system for federated learning
Y Liu, Z Ai, S Sun, S Zhang, Z Liu, H Yu
Federated Learning, 125-138, 2020
462020
A multi-player game for studying federated learning incentive schemes
KL Ng, Z Chen, Z Liu, H Yu, Y Liu, Q Yang
Proceedings of the Twenty-Ninth International Conference on International …, 2021
142021
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning
Z Liu, Y Chen, H Yu, Y Liu, L Cui
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-21, 2022
112022
A novel process-based association rule approach through maximal frequent itemsets for big data processing
Z Liu, L Hu, C Wu, Y Ding, Q Wen, J Zhao
Future Generation Computer Systems 81, 414-424, 2018
102018
A novel trajectory similarity–based approach for location prediction
Z Liu, L Hu, C Wu, Y Ding, J Zhao
International Journal of Distributed Sensor Networks 12 (11), 1550147716678426, 2016
102016
A gamified research tool for incentive mechanism design in federated learning
Z Chen, Z Liu, KL Ng, H Yu, Y Liu, Q Yang
Federated Learning, 168-175, 2020
52020
Contribution-aware federated learning for smart healthcare
Z Liu, Y Chen, Y Zhao, H Yu, Y Liu, R Bao, J Jiang, Z Nie, Q Xu, Q Yang
Proceedings of the 34th Annual Conference on Innovative Applications of …, 2022
32022
Social mobilization to reposition indiscriminately parked shareable bikes
Z Liu, H Yu, L Wang, L Hu, Q Yang
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
22019
Ethically aligned mobilization of community effort to reposition shared bikes
Z Liu, H Yu, L Wang, L Hu, Q Yang
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 9983-9984, 2019
12019
Efficient Spatial-Temporal Rebalancing of Shareable Bikes (Student Abstract)
Z Deng, A Tu, Z Liu, H Yu
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13775 …, 2020
2020
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Articles 1–12