A semi-supervised graph attentive network for financial fraud detection D Wang, J Lin, P Cui, Q Jia, Z Wang, Y Fang, Q Yu, J Zhou, S Yang, Y Qi ICDM 2019, 598-607, 2020 | 375 | 2020 |
Heterogeneous graph neural networks for malicious account detection Z Liu, C Chen, X Yang, J Zhou, X Li, L Song Proceedings of the 27th ACM international conference on information and …, 2018 | 345 | 2018 |
Geniepath: Graph neural networks with adaptive receptive paths Z Liu, C Chen, L Li, J Zhou, X Li, L Song, Y Qi Proceedings of the AAAI conference on artificial intelligence 33 (01), 4424-4431, 2019 | 318 | 2019 |
Pruning from scratch Y Wang, X Zhang, L Xie, J Zhou, H Su, B Zhang, X Hu Proceedings of the AAAI conference on artificial intelligence 34 (07), 12273 …, 2020 | 200 | 2020 |
Cross-domain recommendation: challenges, progress, and prospects F Zhu, Y Wang, C Chen, J Zhou, L Li, G Liu IJCAI 2021: 4721-4728, 2021 | 180 | 2021 |
Label Inference Attacks Against Vertical Federated Learning C Fu, X Zhang, S Ji, J Chen, J Wu, S Guo, J Zhou, AX Liu, T Wang 31st USENIX Security Symposium (USENIX Security 22), 2022 | 160 | 2022 |
cw2vec: Learning chinese word embeddings with stroke n-gram information S Cao, W Lu, J Zhou, X Li Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 151 | 2018 |
Cash-out user detection based on attributed heterogeneous information network with a hierarchical attention mechanism B Hu, Z Zhang, C Shi, J Zhou, X Li, Y Qi Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 946-953, 2019 | 130 | 2019 |
AGL: a Scalable System for Industrial-purpose Graph Machine Learning YQ Dalong Zhang, Xin Huang, Ziqi Liu, Jun Zhou, Zhiyang Hu, Xianzheng Song ... Proceedings of the VLDB Endowment 13 (12), 3125-3137, 2020 | 118* | 2020 |
Improving transferability of adversarial patches on face recognition with generative models Z Xiao, X Gao, C Fu, Y Dong, W Gao, X Zhang, J Zhou, J Zhu Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 100 | 2021 |
Vertically federated graph neural network for privacy-preserving node classification C Chen, J Zhou, L Zheng, H Wu, L Lyu, J Wu, B Wu, Z Liu, L Wang, ... arXiv preprint arXiv:2005.11903, 2020 | 96 | 2020 |
Financial risk analysis for SMEs with graph-based supply chain mining S Yang, Z Zhang, J Zhou, Y Wang, W Sun, X Zhong, Y Fang, Q Yu, Y Qi Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 89 | 2021 |
Distributed deep forest and its application to automatic detection of cash-out fraud YL Zhang, J Zhou, W Zheng, J Feng, L Li, Z Liu, M Li, Z Zhang, C Chen, ... ACM Transactions on Intelligent Systems and Technology (TIST) 10 (5), 1-19, 2019 | 85 | 2019 |
Privacy preserving point-of-interest recommendation using decentralized matrix factorization C Chen, Z Liu, P Zhao, J Zhou, X Li Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 81 | 2018 |
Anomaly detection with partially observed anomalies YL Zhang, L Li, J Zhou, X Li, ZH Zhou Companion Proceedings of the The Web Conference 2018, 639-646, 2018 | 76 | 2018 |
When homomorphic encryption marries secret sharing: Secure large-scale sparse logistic regression and applications in risk control C Chen, J Zhou, L Wang, X Wu, W Fang, J Tan, L Wang, AX Liu, H Wang, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 70 | 2021 |
ASFGNN: Automated Separated-Federated Graph Neural Network L Zheng, J Zhou, C Chen, B Wu, L Wang, B Zhang Peer-to-Peer Netw. Appl. (2021), 2020 | 68 | 2020 |
Practical privacy preserving poi recommendation C Chen, B Wu, W Fang, J Zhou, L Wang, Y Qi, X Zheng ACM Transactions on Intelligent Systems and Technology (TIST) 11 (5), 52:1-52:20, 2020 | 68 | 2020 |
Cross-domain review helpfulness prediction based on convolutional neural networks with auxiliary domain discriminators C Chen, Y Yang, J Zhou, X Li, F Bao Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 64 | 2018 |
TitAnt: online real-time transaction fraud detection in Ant Financial S Cao, XX Yang, C Chen, J Zhou, X Li, Y Qi Proceedings of the VLDB Endowment 12, 2082-2093, 2019 | 60 | 2019 |