Derun Zhao

According to our database, Derun Zhao authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Nimbus: Secure and Efficient Two-Party Inference for Transformers.

Zhengyi Li, Kang Yang, Jin Tan, Wen-jie Lu, Haoqi Wu, Xiao Wang, Yu Yu, Derun Zhao, Yancheng Zheng, Minyi Guo, Jingwen Leng

CoRR, 2024

EVA-S3PC: Efficient, Verifiable, Accurate Secure Matrix Multiplication Protocol Assembly and Its Application in Regression.

Shizhao Peng, Tianrui Liu, Tianle Tao, Derun Zhao, Hao Sheng, Haogang Zhu

CoRR, 2024

2023

PUMA: Secure Inference of LLaMA-7B in Five Minutes.

Ye Dong, Wen-jie Lu, Yancheng Zheng, Haoqi Wu, Derun Zhao, Jin Tan, Zhicong Huang, Cheng Hong, Tao Wei, Wenguang Chen

CoRR, 2023

SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning.

Junming Ma, Yancheng Zheng, Jun Feng, Derun Zhao, Haoqi Wu, Wenjing Fang, Jin Tan, Chaofan Yu, Benyu Zhang, Lei Wang

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

2021

Large-scale Secure XGB for Vertical Federated Learning.

Wenjing Fang, Derun Zhao, Jin Tan, Chaochao Chen, Chaofan Yu, Li Wang, Lei Wang, Jun Zhou, Benyu Zhang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021