| Federated graph classification over non-iid graphs H Xie, J Ma, L Xiong, C Yang Advances in neural information processing systems 34, 18839-18852, 2021 | 105 | 2021 |
| Privacy-preserving tensor factorization for collaborative health data analysis J Ma, Q Zhang, J Lou, JC Ho, L Xiong, X Jiang Proceedings of the 28th ACM International Conference on Information and …, 2019 | 49 | 2019 |
| Communication efficient federated generalized tensor factorization for collaborative health data analytics J Ma, Q Zhang, J Lou, L Xiong, JC Ho Proceedings of the Web Conference 2021, 171-182, 2021 | 22 | 2021 |
| Broadening differential privacy for deep learning against model inversion attacks Q Zhang, J Ma, Y Xiao, J Lou, L Xiong 2020 IEEE International Conference on Big Data (Big Data), 1061-1070, 2020 | 19 | 2020 |
| Private stochastic non-convex optimization with improved utility rates Q Zhang, J Ma, J Lou, L Xiong Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021 | 12 | 2021 |
| Temporal network embedding via tensor factorization J Ma, Q Zhang, J Lou, L Xiong, JC Ho Proceedings of the 30th ACM International Conference on Information …, 2021 | 9 | 2021 |
| Spatio-Temporal Tensor Sketching via Adaptive Sampling J Ma, Q Zhang, JC Ho, L Xiong Machine Learning and Knowledge Discovery in Databases - European Conference …, 2021 | 7 | 2021 |
| Towards training robust private aggregation of teacher ensembles under noisy labels Q Zhang, J Ma, J Lou, L Xiong, X Jiang 2020 IEEE international conference on big data (big data), 1103-1110, 2020 | 7 | 2020 |
| Towards training graph neural networks with node-level differential privacy Q Zhang, J Ma, J Lou, C Yang, L Xiong arXiv preprint arXiv:2210.04442, 2022 | 5 | 2022 |
| Communication efficient tensor factorization for decentralized healthcare networks J Ma, Q Zhang, J Lou, L Xiong, S Bhavani, JC Ho 2021 IEEE International Conference on Data Mining (ICDM), 1216-1221, 2021 | 2 | 2021 |
| Private Semi-supervised Knowledge Transfer for Deep Learning from Noisy Labels Q Zhang, J Ma, J Lou, L Xiong, X Jiang arXiv preprint arXiv:2211.01628, 2022 | 1 | 2022 |
| DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy Q Zhang, H kyu Lee, J Ma, J Lou, C Yang, L Xiong Proceedings of the ACM on Web Conference 2024, 1170-1181, 2024 | | 2024 |
