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Zelei Liu
Zelei Liu
Verified email at ntu.edu.sg
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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
2052020
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
972020
Fedcoin: A peer-to-peer payment system for federated learning
Y Liu, Z Ai, S Sun, S Zhang, Z Liu, H Yu
Federated learning: privacy and incentive, 125-138, 2020
952020
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
872022
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 AAAI Conference on Artificial Intelligence 36 (11), 12396 …, 2022
422022
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
352021
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
152016
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: Privacy and Incentive, 168-175, 2020
92020
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
82018
Fairness-Aware Client Selection for Federated Learning
Y Shi, Z Liu, Z Shi, H Yu
2023 IEEE International Conference on Multimedia and Expo (ICME), 324-329, 2023
32023
Efficient training of large-scale industrial fault diagnostic models through federated opportunistic block dropout
Y Chen, Z Chen, S Guo, Y Zhao, Z Liu, P Wu, C Yang, Z Li, H Yu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15485 …, 2023
32023
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
Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models
Z Li, Z Hou, H Liu, Y Wang, T Li, L Xie, C Shi, C Yang, W Zhang, Z Liu
arXiv preprint arXiv:2308.11217, 2023
2023
CAreFL: Enhancing smart healthcare with Contribution‐Aware Federated Learning
Z Liu, Y Chen, Y Zhao, H Yu, Y Liu, R Bao, J Jiang, Z Nie, Q Xu, Q Yang
AI Magazine 44 (1), 4-15, 2023
2023
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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