| Multi-objective congestion control Y Ma, H Tian, X Liao, J Zhang, W Wang, K Chen, X Jin Proceedings of the Seventeenth European Conference on Computer Systems, 218-235, 2022 | 69 | 2022 |
| A survey on vertical federated learning: From a layered perspective L Yang, D Chai, J Zhang, Y Jin, L Wang, H Liu, H Tian, Q Xu, K Chen arXiv preprint arXiv:2304.01829, 2023 | 54 | 2023 |
| Towards {Domain-Specific} network transport for distributed {DNN} training H Wang, H Tian, J Chen, X Wan, J Xia, G Zeng, W Bai, J Jiang, Y Wang, ... 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2024 | 48 | 2024 |
| 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 |
| Spine: An efficient DRL-based congestion control with ultra-low overhead H Tian, X Liao, C Zeng, J Zhang, K Chen Proceedings of the 18th International Conference on emerging Networking …, 2022 | 43 | 2022 |
| Paper2vec: Citation-context based document distributed representation for scholar recommendation H Tian, HH Zhuo arXiv preprint arXiv:1703.06587, 2017 | 41 | 2017 |
| Quantifying the performance of federated transfer learning Q Jing, W Wang, J Zhang, H Tian, K Chen arXiv preprint arXiv:1912.12795, 2019 | 39 | 2019 |
| Understanding communication characteristics of distributed training W Li, X Liu, Y Li, Y Jin, H Tian, Z Zhong, G Liu, Y Zhang, K Chen Proceedings of the 8th Asia-Pacific Workshop on Networking, 1-8, 2024 | 37 | 2024 |
| The study of the association between immune monitoring and pneumonia in kidney transplant recipients through machine learning models B Peng, H Gong, H Tian, Q Zhuang, J Li, K Cheng, Y Ming Journal of translational medicine 18 (1), 370, 2020 | 32 | 2020 |
| Astraea: Towards fair and efficient learning-based congestion control X Liao, H Tian, C Zeng, X Wan, K Chen Proceedings of the Nineteenth European Conference on Computer Systems, 99-114, 2024 | 28 | 2024 |
| Domain-specific communication optimization for distributed DNN training H Wang, J Chen, X Wan, H Tian, J Xia, G Zeng, W Wang, K Chen, W Bai, ... arXiv preprint arXiv:2008.08445, 2020 | 25 | 2020 |
| Accelerating privacy-preserving machine learning with GeniBatch X Huang, J Zhang, X Cheng, H Zhang, Y Jin, S Hu, H Tian, K Chen Proceedings of the Nineteenth European Conference on Computer Systems, 489-504, 2024 | 10 | 2024 |
| Accelerating neural recommendation training with embedding scheduling C Zeng, X Liao, X Cheng, H Tian, X Wan, H Wang, K Chen 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2024 | 10 | 2024 |
| {GREEN}: Carbon-efficient Resource Scheduling for Machine Learning Clusters K Xu, D Sun, H Tian, J Zhang, K Chen 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2025 | 8 | 2025 |
| Dh-rag: A dynamic historical context-powered retrieval-augmented generation method for multi-turn dialogue F Zhang, D Zhu, J Ming, Y Jin, D Chai, L Yang, H Tian, Z Fan, K Chen arXiv preprint arXiv:2502.13847, 2025 | 7 | 2025 |
| Efficient DRL-based congestion control with ultra-low overhead H Tian, X Liao, C Zeng, D Sun, J Zhang, K Chen IEEE/ACM Transactions on Networking 32 (3), 1888-1903, 2023 | 7 | 2023 |
| 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 |
| Herald: An embedding scheduler for distributed embedding model training C Zeng, X Cheng, H Tian, H Wang, K Chen Proceedings of the 6th Asia-Pacific Workshop on Networking, 50-56, 2022 | 5 | 2022 |
| Achieving Fairness Generalizability for Learning-based Congestion Control with Jury H Tian, X Liao, D Sun, C Zeng, Y Jin, J Zhang, X Wan, Z Wang, Y Wang, ... Proceedings of the Twentieth European Conference on Computer Systems, 413-427, 2025 | 3 | 2025 |
Kai ChenProfessor, HKUSTVerified email at cse.ust.hk
