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Secure Forward Aggregation for Vertical Federated Neural Networks


Jun 28, 2022
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen

* Accepted by FL-IJCAI (https://federated-learning.org/fl-ijcai-2022/

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CityNet: A Multi-city Multi-modal Dataset for Smart City Applications


Jun 30, 2021
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen


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Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels


Apr 07, 2021
Qingqing Long, Yilun Jin, Yi Wu, Guojie Song

* 11 pages 

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Ternary Hashing


Mar 19, 2021
Chang Liu, Lixin Fan, Kam Woh Ng, Yilun Jin, Ce Ju, Tianyu Zhang, Chee Seng Chan, Qiang Yang


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Rethinking Uncertainty in Deep Learning: Whether and How it Improves Robustness


Nov 27, 2020
Yilun Jin, Lixin Fan, Kam Woh Ng, Ce Ju, Qiang Yang


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EPNE: Evolutionary Pattern Preserving Network Embedding


Sep 24, 2020
Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma

* 8 pages 

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Graph Structural-topic Neural Network


Jul 04, 2020
Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin


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A Survey towards Federated Semi-supervised Learning


Feb 26, 2020
Yilun Jin, Xiguang Wei, Yang Liu, Qiang Yang


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