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2020 – today
- 2024
[j2]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)- [j1]Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen:
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. IEEE Trans. Parallel Distributed Syst. 35(8): 1506-1523 (2024) - [c5]Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen:
Accelerating Privacy-Preserving Machine Learning With GeniBatch. EuroSys 2024: 489-504 - [c4]Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen:
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI 2024 - 2023
- [c3]Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong:
Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion. INFOCOM 2023: 1-10 - [c2]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 - 2022
- [c1]Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen:
Herald: An Embedding Scheduler for Distributed Embedding Model Training. APNet 2022: 50-56 - [i2]Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen:
SoK: Fully Homomorphic Encryption Accelerators. CoRR abs/2212.01713 (2022) - 2021
- [i1]Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen:
HAFLO: GPU-Based Acceleration for Federated Logistic Regression. CoRR abs/2107.13797 (2021)
Coauthor Index
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