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Kai Chen 0005
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Publications
- 2024
- [c93]Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen:
Accelerating Privacy-Preserving Machine Learning With GeniBatch. EuroSys 2024: 489-504 - 2023
- [j39]Yilun Jin, Yang Liu, Kai Chen, Qiang Tang:
Federated Learning without Full Labels: A Survey. IEEE Data Eng. Bull. 46(1): 27-51 (2023) - [j38]Xinchen Wan, Kaiqiang Xu, Xudong Liao, Yilun Jin, Kai Chen, Xin Jin:
Scalable and Efficient Full-Graph GNN Training for Large Graphs. Proc. ACM Manag. Data 1(2): 143:1-143:23 (2023) - [c81]Yilun Jin, Kai Chen, Qiang Yang:
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities. KDD 2023: 1032-1043 - [i36]Yilun Jin, Yang Liu, Kai Chen, Qiang Yang:
Federated Learning without Full Labels: A Survey. CoRR abs/2303.14453 (2023) - [i35]Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen:
A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR abs/2304.01829 (2023) - [i29]Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen:
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. CoRR abs/2306.16139 (2023) - 2022
- [c70]Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen:
Secure Forward Aggregation for Vertical Federated Neural Networks. FL@IJCAI 2022: 115-129 - [c65]Yilun Jin, Kai Chen, Qiang Yang:
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. KDD 2022: 731-741 - [i24]Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen:
Secure Forward Aggregation for Vertical Federated Neural Networks. CoRR abs/2207.00165 (2022) - 2021
- [i20]Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen:
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications. CoRR abs/2106.15802 (2021)
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