| PackVFL: Efficient HE Packing for Vertical Federated Learning L Yang, S Cai, D Chai, J Zhang, H Tian, Y Jin, K Guo, K Chen, Q Yang arXiv preprint arXiv:2405.00482, 2024 | | 2024 |
| 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 | | 2024 |
| A survey for federated learning evaluations: Goals and measures D Chai, L Wang, L Yang, J Zhang, K Chen, Q Yang IEEE Transactions on Knowledge and Data Engineering, 2024 | 3 | 2024 |
| Load Balancing With Multi-Level Signals for Lossless Datacenter Networks J Hu, C Zeng, Z Wang, J Zhang, K Guo, H Xu, J Huang, K Chen IEEE/ACM Transactions on Networking, 2024 | 2 | 2024 |
| 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, 2023 | 1 | 2023 |
| Enabling Load Balancing for Lossless Datacenters J Hu, C Zeng, Z Wang, J Zhang, K Guo, H Xu, J Huang, K Chen 2023 IEEE 31st International Conference on Network Protocols (ICNP), 1-11, 2023 | 7 | 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 | 2 | 2023 |
| Micro-Burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation J Zhang, D Shen, F Dong, K Kang, J Jin, J Luo, J Zhang IEEE Transactions on Network Science and Engineering, 2023 | 1 | 2023 |
| 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 | 14 | 2023 |
| FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning J Zhang, X Cheng, W Wang, L Yang, J Hu, K Chen 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 8 | 2023 |
| FedEval: A Holistic Evaluation Framework for Federated Learning D Chai, L Wang, L Yang, J Zhang, K Chen, Q Yang arXiv preprint arXiv:2011.09655, 2022 | 6 | 2022 |
| SoK: Fully Homomorphic Encryption Accelerators J Zhang, X Cheng, L Yang, J Hu, X Liu, K Chen arXiv preprint arXiv:2212.01713, 2022 | 5 | 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 | 11 | 2022 |
| Towards the Full Extensibility of Multipath TCP with eMPTCP B Yang, D Shen, J Zhang, F Dong, J Luo, JCS Lui 2022 IEEE 30th International Conference on Network Protocols (ICNP), 1-11, 2022 | 2 | 2022 |
| LiteFlow: towards high-performance adaptive neural networks for kernel datapath J Zhang, C Zeng, H Zhang, S Hu, K Chen Proceedings of the ACM SIGCOMM 2022 Conference, 414-427, 2022 | 9 | 2022 |
| Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data D Chai, L Wang, J Zhang, L Yang, S Cai, K Chen, Q Yang Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 22 | 2022 |
| Secure forward aggregation for vertical federated neural networks S Cai, D Chai, L Yang, J Zhang, Y Jin, L Wang, K Guo, K Chen International Workshop on Trustworthy Federated Learning, 115-129, 2022 | 7 | 2022 |
| Practical and Secure Federated Recommendation with Personalized Masks L Yang, J Zhang, D Chai, L Wang, K Guo, K Chen, Q Yang arXiv preprint arXiv:2109.02464, 2022 | 16 | 2022 |
| 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 | 24 | 2022 |
| 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 | 32 | 2022 |
Kai ChenProfessor, HKUSTVerified email at cse.ust.hk
