Rongzhe Wei’s Personal Website

Homogeneous/Heterogeneous Domain Adaptation (Transfer Learning)
Machine Learning Theory (eg. Fairness in ML, Convex/Non-convex Optimization, Optimal Transport in ML)
Image Processing

Research Intern. 2018.03 - Now
Tax Bigdata Team, Xi’an Jiaotong University, China
Supervisor: Qinghua Zheng (Vice President of XJTU; )
Exchange Student. 2018.06 - 2018.08
University of Alberta, Canada
Manager: Yi Li
Research Intern. 2019.12-2020.05
Georgia Institute of Technology, USA
Supervisor: Tuo Zhao & Le Song

the Honors Science Program (Mathematics). 2017.09 - 2021.06 (Expected)
Xi’an Jiaotong University (XJTU),
Xi’an, China
Tsinghua University High School 2011.09 - 2017.07
Beijing, China

Rongzhe Wei, Qinghua Zheng, Bo Dong, Kuanzheng Yang, Huan He, Jianfei Ruan. ABR-HIC: Attention Based Bidirectional RNN for Hierarchical Industry Classification. Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData 2019), pp. 1527-1536, December 9-12, 2019, Los Angeles, CA, USA.
Rongzhe Wei, Bo Dong, Qinghua Zheng, Xulyu Zhu, Jianfei Ruan, Huan He. Unsupervised Conditional Adversarial Networks for Tax Evasion Detection. Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData 2019), pp. 1675-1680, December 9-12, 2019, Los Angeles, CA, USA.
Yingchao Wu, Qinghua Zheng, Yuda Gao, Bo Dong, Rongzhe Wei, Fa Zhang, and Huan He. TEDM-PU: A Tax Evasion Detection Method Based on Positive and Unlabeled Learning. Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData 2019), pp. 1681-1686, December 9-12, 2019, Los Angeles, CA, USA.
DWMD: Dimensional Weighted Order-wise Moment Discrepancy for Domain-specific Hidden Representation Matching (First authorship submitted to IJCAI 2020)
A Novel Tax Evasion Detection Framework via Fused Transaction Network (Student third authorship submitted to COMPSAC 2020)
Dual Adversarial Networks for Land-cover Classification (Second authorship submitted to COMPSAC 2020)
NEUD-TRI: Network Embedding Based on Upstream and Downstream for Transaction Risk Identification (Second authorship submitted to COMPSAC 2020)

Zhufeng Scholarship (established for “Pilot Scheme of Top-notch Talent Cultivation in Basic Disciplines”, Ministry of Education): The First Prize (Ranked First)
Excellent Student Award (2x), 2017-2018, 2018-2019
Xi’an Jiaotong University Scholarship (2x), 2017-2018, 2018-2019
2019 IEEE International Conference on Bigdata Student Award

Volunteer of the 2019 IEEE International Conference on Bigdata
Successfully Applied and Accomplished “National University Student Innovation” Project