Zelei Liu

26 papers A* 6A 2C 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedACE: A Federated Adaptive Components Exfoliation method for medical image segmentation in non-IID scenarios.
Expert Syst. Appl.
Sheng Liang, Songwen Pei, Chunhua Gu, Liu Yang, Zelei Liu, Lixin Fan, Xin Yang
2026 J jnl
FedPRS: A Privacy-preserving Representation Synthesis Framework for Federated Contribution Evaluation.
ACM Trans. Intell. Syst. Technol.
Yuwei Fan, Yuan Yao, Wei Xi, Quan Zhao, Zelei Liu, Lixin Fan, Qiang Yang, Jian Jin
2025 — conf
FedBridgeICL: Federated Bridging of Small and Large Models for In-Context Learning.
WASA (3)
Haozhe Zhang, Junjie Pang, Yan Huang, Zhenzhen Xie, Zelei Liu
2025 J jnl
Federated data acquisition market: Architecture and a mean-field based data pricing strategy.
High Confid. Comput.
Jiejun Hu-Bolz, Martin J. Reed, Kai Zhang, Zelei Liu, Juncheng Hu
2025 A* conf
IMQC: A Large Language Model Platform for Medical Quality Control.
AAAI
Qi Ye, Guangya Yu, Jingping Liu, Erzhen Chen, Chenjie Dong, Xiaosheng Lin, Zelei Liu, Han Yu, Tong Ruan
2024 — conf
Federated Learning in Large Model Era: Vision-Language Model for Smart City Safety Operation Management.
WWW (Companion Volume)
Zengxiang Li, Zhaoxiang Hou, Hui Liu, Tongzhi Li, Chengyi Yang, Ying Wang, Chao Shi, Longfei Xie, Weishan Zhang, Liang Xu, Zelei Liu
2023 J jnl
CAreFL: Enhancing smart healthcare with Contribution-Aware Federated Learning.
AI Mag.
Zelei Liu, Yuanyuan Chen, Yansong Zhao, Han Yu, Yang Liu, Renyi Bao, Jinpeng Jiang, Zaiqing Nie, Qian Xu, Qiang Yang
2023 A* conf
Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout.
AAAI
Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu
2023 J jnl
Efficient Training of Large-scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout.
CoRR
Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu
2023 A conf
Fairness-Aware Client Selection for Federated Learning.
ICME
Yuxin Shi, Zelei Liu, Zhuan Shi, Han Yu
2023 J jnl
Fairness-Aware Client Selection for Federated Learning.
CoRR
Yuxin Shi, Zelei Liu, Zhuan Shi, Han Yu
2023 J jnl
Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models.
CoRR
Zengxiang Li, Zhaoxiang Hou, Hui Liu, Ying Wang, Tongzhi Li, Longfei Xie, Chao Shi, Chengyi Yang, Weishan Zhang, Zelei Liu, Liang Xu
2022 A* conf
Contribution-Aware Federated Learning for Smart Healthcare.
AAAI
Zelei Liu, Yuanyuan Chen, Yansong Zhao, Han Yu, Yang Liu, Renyi Bao, Jinpeng Jiang, Zaiqing Nie, Qian Xu, Qiang Yang
2022 J jnl
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning.
ACM Trans. Intell. Syst. Technol.
Zelei Liu, Yuanyuan Chen, Han Yu, Yang Liu, Lizhen Cui
2021 J jnl
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning.
CoRR
Zelei Liu, Yuanyuan Chen, Han Yu, Yang Liu, Lizhen Cui
2020 C conf
A Fairness-aware Incentive Scheme for Federated Learning.
AIES
Han Yu, Zelei Liu, Yang Liu, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang
2020 — ch.
A Gamified Research Tool for Incentive Mechanism Design in Federated Learning.
Federated Learning
Zichen Chen, Zelei Liu, Kang Loon Ng, Han Yu, Yang Liu, Qiang Yang
2020 A* conf
A Multi-player Game for Studying Federated Learning Incentive Schemes.
IJCAI
Kang Loon Ng, Zichen Chen, Zelei Liu, Han Yu, Yang Liu, Qiang Yang
2020 J jnl
A Sustainable Incentive Scheme for Federated Learning.
IEEE Intell. Syst.
Han Yu, Zelei Liu, Yang Liu, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang
2020 A* conf
Efficient Spatial-Temporal Rebalancing of Shareable Bikes (Student Abstract).
AAAI
Zichao Deng, Anqi Tu, Zelei Liu, Han Yu
2020 J jnl
FedCoin: A Peer-to-Peer Payment System for Federated Learning.
CoRR
Yuan Liu, Shuai Sun, Zhengpeng Ai, Shuangfeng Zhang, Zelei Liu, Han Yu
2020 — ch.
FedCoin: A Peer-to-Peer Payment System for Federated Learning.
Federated Learning
Yuan Liu, Zhengpeng Ai, Shuai Sun, Shuangfeng Zhang, Zelei Liu, Han Yu
2019 A* conf
Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes.
AAAI
Zelei Liu, Han Yu, Leye Wang, Liang Hu, Qiang Yang
2019 A conf
Social Mobilization to Reposition Indiscriminately Parked Shareable Bikes.
AAMAS
Zelei Liu, Han Yu, Leye Wang, Liang Hu, Qiang Yang
2018 J jnl
A novel process-based association rule approach through maximal frequent itemsets for big data processing.
Future Gener. Comput. Syst.
Zelei Liu, Liang Hu, Chunyi Wu, Yan Ding, Quangang Wen, Jia Zhao
2016 J jnl
A novel trajectory similarity-based approach for location prediction.
Int. J. Distributed Sens. Networks
Zelei Liu, Liang Hu, Chunyi Wu, Yan Ding, Jia Zhao