Xiaodian Cheng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Homomorphic Encryption

Top Venues

Publications

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) (2024)
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)
Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI (2024)
Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong
Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion. INFOCOM (2023)
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)
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen
SoK: Fully Homomorphic Encryption Accelerators. CoRR (2022)
Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen
Herald: An Embedding Scheduler for Distributed Embedding Model Training. APNet (2022)
Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen
HAFLO: GPU-Based Acceleration for Federated Logistic Regression. CoRR (2021)