| Sphinx: Enabling privacy-preserving online learning over the cloud H Tian, C Zeng, Z Ren, D Chai, J Zhang, K Chen, Q Yang 2022 IEEE Symposium on Security and Privacy (SP), 2487-2501, 2022 | 44 | 2022 |
| Improving availability of vertical federated learning: Relaxing inference on non-overlapping data Z Ren, L Yang, K Chen ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-20, 2022 | 42 | 2022 |
| Tacc: A full-stack cloud computing infrastructure for machine learning tasks K Xu, X Wan, H Wang, Z Ren, X Liao, D Sun, C Zeng, K Chen arXiv preprint arXiv:2110.01556 8, 2021 | 37 | 2021 |
| Data resampling for federated learning with non-iid labels Z Tang, Z Hu, S Shi, Y Cheung, Y Jin, Z Ren, X Chu Proceedings of the International Workshop on Federated and Transfer Learning …, 2021 | 25 | 2021 |
| Design and Operation of Shared Machine Learning Clusters on Campus K Xu, D Sun, H Wang, Z Ren, X Wan, X Liao, Z Wang, J Zhang, K Chen Proceedings of the 30th ACM International Conference on Architectural …, 2025 | 11 | 2025 |
| Mixnet: A runtime reconfigurable optical-electrical fabric for distributed mixture-of-experts training X Liao, Y Sun, H Tian, X Wan, Y Jin, Z Wang, Z Ren, X Huang, W Li, ... Proceedings of the ACM SIGCOMM 2025 Conference, 554-574, 2025 | 5 | 2025 |
| Enabling Efficient {GPU} Communication over Multiple {NICs} with {FuseLink} Z Ren, Y Li, Z Wang, X Huang, W Li, K Xu, X Liao, Y Sun, B Liu, H Tian, ... 19th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2025 | 5 | 2025 |
| Accelerating Secure Collaborative Machine Learning with {Protocol-Aware}{RDMA} Z Ren, M Fan, Z Wang, J Zhang, C Zeng, Z Huang, C Hong, K Chen 33rd USENIX Security Symposium (USENIX Security 24), 2245-2261, 2024 | 5 | 2024 |
| Secure machine learning over relational data Q Luo, Y Wang, Z Ren, K Yi, K Chen, X Wang arXiv preprint arXiv:2109.14806, 2021 | 5 | 2021 |
| mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training X Liao, Y Sun, H Tian, X Wan, Y Jin, Z Wang, Z Ren, X Huang, W Li, ... arXiv preprint arXiv:2501.03905, 2025 | 3 | 2025 |
| VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing M Fan, Y Jin, L Yang, Z Ren, K Chen arXiv preprint arXiv:2306.16139, 2023 | 3 | 2023 |
| Communication efficient secret sharing with dynamic communication-computation conversion Z Ren, X Cheng, M Fan, J Zhang, C Hong IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 3 | 2023 |
| Congestion Control for AI Workloads with Message-Level Signaling Y Li, Z Ren, W Li, X Liu, K Chen Proceedings of the 9th Asia-Pacific Workshop on Networking, 59-65, 2025 | 2 | 2025 |
| Revisiting RDMA Reliability for Lossy Fabrics W Li, X Liu, Y Zhang, Z Wang, W Gu, T Qian, G Zeng, S Ren, X Huang, ... Proceedings of the ACM SIGCOMM 2025 Conference, 85-98, 2025 | 1 | 2025 |
| Analyzing Communication Predictability in LLM Training W Li, X Liu, Y Li, Y Jin, Z Ren, X Liao, H Tian, B Ren, Z Zhong, G Liu, ... arXiv preprint arXiv:2512.24750, 2025 | | 2025 |
| Coflow Scheduling for LLM Training X Wan, X Yang, K Xu, X Liao, Y Jin, Y Sun, Z Ren, H Tian, K Chen Proceedings of the ACM SIGCOMM 2025 Conference, 1232-1234, 2025 | | 2025 |
Xudong LiaoHong Kong University of Science and TechnologyVerified email at cse.ust.hk
