Di Chai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Betweenness Centrality

Prediction Accuracy

Top Venues

IEEE Symposium on Security and Privacy

Publications

Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang
Efficient Decentralized Federated Singular Vector Decomposition. USENIX ATC (2024)
Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang
PackVFL: Efficient HE Packing for Vertical Federated Learning. CoRR (2024)
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang
A Survey for Federated Learning Evaluations: Goals and Measures. CoRR (2023)
Liyue Chen, Di Chai, Leye Wang
UCTB: An Urban Computing Tool Box for Spatiotemporal Crowd Flow Prediction. CoRR (2023)
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 (2023)
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)
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 (2022)
Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang
Practical and Secure Federated Recommendation with Personalized Mask. FL@IJCAI (2022)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Efficient Federated Matrix Factorization Against Inference Attacks. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. IEEE Symposium on Security and Privacy (2022)
Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang
Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. KDD (2022)
Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning. CoRR (2021)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Secure Federated Matrix Factorization. IEEE Intell. Syst. 36 (5) (2021)
Di Chai, Leye Wang, Lianzhi Fu, Junxue Zhang, Kai Chen, Qiang Yang
Federated Singular Vector Decomposition. CoRR (2021)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning. CoRR (2020)
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen
Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework. CoRR (2020)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Secure Federated Matrix Factorization. CoRR (2019)
Di Chai, Leye Wang, Qiang Yang
Bike flow prediction with multi-graph convolutional networks. SIGSPATIAL/GIS (2018)
Di Chai, Leye Wang, Qiang Yang
Bike Flow Prediction with Multi-Graph Convolutional Networks. CoRR (2018)