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Liu Yang 0008
Person information
- affiliation: Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong
Other persons with the same name
- Liu Yang — disambiguation page
- Liu Yang 0001 — Yale University, New Haven, CT, USA (and 3 more)
- Liu Yang 0002
— Guangzhou University, School of Computer Science and Education Software, China (and 1 more)
- Liu Yang 0003
- Liu Yang 0004
- Liu Yang 0005 — University of Massachusetts Amherst, College of Information and Computer Sciences, MA, USA
- Liu Yang 0006
- Liu Yang 0007
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2020 – today
- 2024
- [j4]Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen:
SoK: Fully Homomorphic Encryption Accelerators. ACM Comput. Surv. 56(12): 316:1-316:32 (2024) - [j3]Di Chai
A Survey for Federated Learning Evaluations: Goals and Measures. IEEE Trans. Knowl. Data Eng. 36(10): 5007-5024 (2024) - [j2]Junxue Zhang
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. IEEE Trans. Parallel Distributed Syst. 35(8): 1506-1523 (2024) - [c8]Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang:
Efficient Decentralized Federated Singular Vector Decomposition. USENIX ATC 2024: 1029-1047 - [i8]Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang:
PackVFL: Efficient HE Packing for Vertical Federated Learning. CoRR abs/2405.00482 (2024) - 2023
- [c7]Kun Guo, Yutong Fang, Qingqing Huang, Yuting Liang, Ziyao Zhang, Wenyu He, Liu Yang, Kai Chen, Ximeng Liu, Wenzhong Guo:
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs. IJCAI 2023: 3768-3776 - [c6]Junxue Zhang, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen:
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. NSDI 2023: 1057-1079 - [i7]Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen:
A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR abs/2304.01829 (2023) - [i6]Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen:
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. CoRR abs/2306.16139 (2023) - [i5]Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang:
A Survey for Federated Learning Evaluations: Goals and Measures. CoRR abs/2308.11841 (2023) - 2022
- [j1]Zhenghang Ren
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data. ACM Trans. Intell. Syst. Technol. 13(4): 58:1-58:20 (2022) - [c5]Liu Yang
Practical and Secure Federated Recommendation with Personalized Mask. FL@IJCAI 2022: 33-45 - [c4]Shuowei Cai
Secure Forward Aggregation for Vertical Federated Neural Networks. FL@IJCAI 2022: 115-129 - [c3]Weiyan Wang
Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training. INFOCOM 2022: 320-329 - [c2]Di Chai, Leye Wang, Junxue Zhang
Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. KDD 2022: 46-55 - [i4]Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang
Secure Forward Aggregation for Vertical Federated Neural Networks. CoRR abs/2207.00165 (2022) - [i3]Junxue Zhang
SoK: Fully Homomorphic Encryption Accelerators. CoRR abs/2212.01713 (2022) - 2021
- [i2]Liu Yang, Ben Tan, Bo Liu, Vincent W. Zheng, Kai Chen, Qiang Yang:
Practical and Secure Federated Recommendation with Personalized Masks. CoRR abs/2109.02464 (2021) - 2020
- [c1]Liu Yang, Bo Liu, Leyu Lin, Feng Xia, Kai Chen, Qiang Yang:
Exploring Clustering of Bandits for Online Recommendation System. RecSys 2020: 120-129 - [p1]Liu Yang, Ben Tan, Vincent W. Zheng, Kai Chen, Qiang Yang:
Federated Recommendation Systems. Federated Learning 2020: 225-239 - [i1]Weiyan Wang, Cengguang Zhang, Liu Yang, Jiacheng Xia, Kai Chen, Kun Tan:
Divide-and-Shuffle Synchronization for Distributed Machine Learning. CoRR abs/2007.03298 (2020)
Coauthor Index
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