Chaofan Yu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

Machine Learning

Optimization Algorithm

Top Venues

USENIX Annual Technical Conference

Publications

Wei Huang, Yinggui Wang, Anda Cheng, Aihui Zhou, Chaofan Yu, Lei Wang
A Fast, Performant, Secure Distributed Training Framework For LLM. ICASSP (2024)
Wei Huang, Yinggui Wang, Anda Cheng, Aihui Zhou, Chaofan Yu, Lei Wang
A Fast, Performant, Secure Distributed Training Framework For Large Language Model. CoRR (2024)
Chaofan Yu, Yuanzheng Li, Yun Liu, Leijiao Ge, Hao Wang, Yunfeng Luo, Linqiang Pan
Dispatch of highly renewable energy power system considering its utilization via a data-driven Bayesian assisted optimization algorithm. Knowl. Based Syst. 281 (2023)
Junming Ma, Yancheng Zheng, Jun Feng, Derun Zhao, Haoqi Wu, Wenjing Fang, Jin Tan, Chaofan Yu, Benyu Zhang, Lei Wang
SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning. USENIX Annual Technical Conference (2023)
Yuanzheng Li, Chaofan Yu, Mohammad Shahidehpour, Tao Yang, Zhigang Zeng, Tianyou Chai
Deep Reinforcement Learning for Smart Grid Operations: Algorithms, Applications, and Prospects. Proc. IEEE 111 (9) (2023)
Wenjing Fang, Derun Zhao, Jin Tan, Chaochao Chen, Chaofan Yu, Li Wang, Lei Wang, Jun Zhou, Benyu Zhang
Large-scale Secure XGB for Vertical Federated Learning. CIKM (2021)
Wenjing Fang, Chaochao Chen, Jin Tan, Chaofan Yu, Yufei Lu, Li Wang, Lei Wang, Jun Zhou, Alex X
A Hybrid-Domain Framework for Secure Gradient Tree Boosting. CoRR (2020)
Junming Ma, Chaofan Yu, Aihui Zhou, Bingzhe Wu, Xibin Wu, Xingyu Chen, Xiangqun Chen, Lei Wang, Donggang Cao
S3ML: A Secure Serving System for Machine Learning Inference. CoRR (2020)
Andrew Law, Chester Leung, Rishabh Poddar, Raluca Ada Popa, Chenyu Shi, Octavian Sima, Chaofan Yu, Xingmeng Zhang, Wenting Zheng
Secure Collaborative Training and Inference for XGBoost. PPMLP@CCS (2020)
Andrew Law, Chester Leung, Rishabh Poddar, Raluca Ada Popa, Chenyu Shi, Octavian Sima, Chaofan Yu, Xingmeng Zhang, Wenting Zheng
Secure Collaborative Training and Inference for XGBoost. CoRR (2020)
Chaofan Yu, Lingli Wang, Chun Zhang, Yu Hu, Lei He
Fast Filter-Based Boolean Matchers. IEEE Embed. Syst. Lett. 5 (4) (2013)
Chaofan Yu, Lingli Wang, Xuegong Zhou
Automatic layout generator for embedded FPGA cores. ASICON (2011)