Zheng Chen 陈政

Zheng Chen is a Phd. student in Key Laboratory of Data Engineering and Knowledge Engineering and School of Information, Renmin University of China. His research interests include High Performance Computing(HPC), Big Data Management System, Machine Learning.

Address

500,Information Building, No. 59 Zhongguancun Street, Haidian District Beijing, 100872, P.R. China.

Email

[email protected]

Education Background

1. Sept. 2020 ~ Present: Ph.D. student in the School of Information, Renmin University of China. Advisor: Prof.Feng Zhang and Prof. Xiaoyong Du.

2. Mar.2024 ~ Present: visiting student, NUS School of Computing, National University of Singapore. Advisor: Prof.Bingsheng He.

3. Sept. 2016 ~ Jul.2020: B.S. in School of Information, Renmin University of China.

Work Experience

1. Aug. 2022 ~ Present: Ant Technology Research Institute, Research Intern.

Publication

[VLDB'24] "Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries", Zheng Chen, Feng Zhang, Yang Chen, Xiaokun Fang, Guanyu Feng, Xiaowei Zhu, Wenguang Chen, Xiaoyong Du(VLDB 2024)⋄

[VLDB'24] "Improving Graph Compression for Efficient Resource-Constrained Graph Analytics", Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du(VLDB 2024).

[SIGMOD'23] "CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression", Zheng Chen, Feng Zhang, Jiawei Guan, Jidong Zhai, Xipeng Shen, Huanchen Zhang, Wentong Shu, Xiaoyong Du(SIGMOD 2023).

[TPDS’21] “An Efficient Parallel Secure Machine Learning Framework on GPUs”, Feng Zhang, Zheng Chen, Chenyang Zhang, Amelie Chi Zhou, Jidong Zhai, Xiaoyong Du. IEEE Transactions on Parallel and Distributed Systems, 2021 (TPDS)( Best Paper Award).

[VLDBJ’20] “TADOC: Text Analytics Directly on Compression”, Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du, VLDB Journal.

[ICPP’20] “ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs”, Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du. The 49th International Conference on Parallel Processing (ICPP'20), 17-20 August 2020, Edmonton, AB, Canada.

[Journal of Software’20] “Survey on Performance Analysis, Optimization, and Applications of Heterogeneous Fusion Processors”, Feng Zhang, Jidong Zhai, Zheng Chen, Jiazao Lin, Xiaoyong Du. Journal of Software, 2020 (面向异构融合处理器的性能分析、优化及应用综述, 软件学报).