Xiaodian Cheng

According to our database, Xiaodian Cheng authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning.

Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen

IEEE Trans. Parallel Distributed Syst., August, 2024

Accelerating Neural Recommendation Training with Embedding Scheduling.

Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Accelerating Privacy-Preserving Machine Learning With GeniBatch.

Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning.

Junxue Zhang, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion.

Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong

Proceedings of the IEEE INFOCOM 2023, 2023

2022

SoK: Fully Homomorphic Encryption Accelerators.

Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen

CoRR, 2022

Herald: An Embedding Scheduler for Distributed Embedding Model Training.

Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen

Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021

HAFLO: GPU-Based Acceleration for Federated Logistic Regression.

Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen

CoRR, 2021