| Accelerated federated learning with decoupled adaptive optimization J Jin, J Ren, Y Zhou, L Lyu, J Liu, D Dou International Conference on Machine Learning, 10298-10322, 2022 | 55 | 2022 |
| Federated learning of large language models with parameter-efficient prompt tuning and adaptive optimization T Che, J Liu, Y Zhou, J Ren, J Zhou, VS Sheng, H Dai, D Dou arXiv preprint arXiv:2310.15080, 2023 | 50 | 2023 |
| Validating the lottery ticket hypothesis with inertial manifold theory Z Zhang, J Jin, Z Zhang, Y Zhou, X Zhao, J Ren, J Liu, L Wu, R Jin, D Dou Advances in neural information processing systems 34, 30196-30210, 2021 | 36 | 2021 |
| Fedasmu: Efficient asynchronous federated learning with dynamic staleness-aware model update J Liu, J Jia, T Che, C Huo, J Ren, Y Zhou, H Dai, D Dou Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13900 …, 2024 | 25 | 2024 |
| Dual adversarial learning based network alignment J Ren, Y Zhou, R Jin, Z Zhang, D Dou, P Wang 2019 IEEE International Conference on Data Mining (ICDM), 1288-1293, 2019 | 21 | 2019 |
| Integrated defense for resilient graph matching J Ren, Z Zhang, J Jin, X Zhao, S Wu, Y Zhou, Y Shen, T Che, R Jin, D Dou International Conference on Machine Learning, 8982-8997, 2021 | 20 | 2021 |
| Unsupervised adversarial network alignment with reinforcement learning Y Zhou, J Ren, R Jin, Z Zhang, J Zheng, Z Jiang, D Yan, D Dou ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (3), 1-29, 2021 | 19 | 2021 |
| Robust meta network embedding against adversarial attacks Y Zhou, J Ren, D Dou, R Jin, J Zheng, K Lee 2020 IEEE International Conference on Data Mining (ICDM), 1448-1453, 2020 | 16 | 2020 |
| Unsupervised multiple network alignment with multinominal gan and variational inference Y Zhou, J Ren, R Jin, Z Zhang, D Dou, D Yan 2020 IEEE International Conference on Big Data (Big Data), 868-877, 2020 | 15 | 2020 |
| Semi-supervised classification-based local vertex ranking via dual generative adversarial nets Y Zhou, J Ren, S Wu, D Dou, R Jin, Z Zhang, P Wang 2019 IEEE International Conference on Big Data (Big Data), 1267-1273, 2019 | 13 | 2019 |
| A classification algorithm to predict chronic pain using both regression and machine learning–A stepwise approach PF Tsai, CH Wang, Y Zhou, J Ren, A Jones, SO Watts, C Chou, WS Ku Applied Nursing Research 62, 151504, 2021 | 12 | 2021 |
| Dimension-independent certified neural network watermarks via mollifier smoothing J Ren, Y Zhou, J Jin, L Lyu, D Yan International Conference on Machine Learning, 28976-29008, 2023 | 6 | 2023 |
| Identifying wrong-way driving incidents from regular traffic videos using unsupervised trajectory-based method Q Chang, J Ren, H Zhou, Y Zhou, Y Song Transportation research record 2676 (2), 440-450, 2022 | 5 | 2022 |
| Fisher information-based efficient curriculum federated learning with large language models J Liu, J Ren, R Jin, Z Zhang, Y Zhou, P Valduriez, D Dou arXiv preprint arXiv:2410.00131, 2024 | 1 | 2024 |
| Riemannian Low-Rank Adaptation for Federated Fine-Tuning of Foundation Models Z Zhou, Y Zhou, T Che, Z Zhang, J Ren, D Yan, Z Jiang, R Jin, J Gao | | |
