Xu Zhang,
M. Sc. Student, RINC Group
Department of Computer Science
National Key Laboratory for Novel Software Technology
Nanjing University
Supervisor: Prof. Furao Shen
e-mail:[email protected]

Biography

I'm a M. Sc. Student of Department of Computer Science and Technology in Nanjing University and a member of RINC Group.
Before my M. Sc. career, I received my B.Sc. degree in College of Automation in June 2016 from Harbin Engineering University.
In the same year, I was admitted to study for a M. Sc. degree in Nanjing University without entrance examination.

Research Interests

My research interests include: Neural Networks, Machine Learning and Data Mining. Currently, I'm focused on:

• Time Series Analysis

• Incremental Learning

• Face Recognition

Publications

• Xu Zhang, Yong Xu, Qingwei Lin, Bo Qiao, Hongyu Zhang, et al. " Robust Log-based Anomaly Detection on Unstable Log Data", FSE 2019

• Xu Zhang, Qingwei Lin, Yong Xu, Si Qin, Hongyu Zhang, et al. " Cross-dataset Time Series Anomaly Detection for Cloud Systems", ATC 2019

• Xu Zhang , Furao Shen, Jinxi Zhao " Time Series Forecasting using GRU Neural Network with Multi-lag after Decomposition ", ICONIP 2017 [code]

Pre-Print

• Xu Zhang, Yang Yao, Baile Xu, Lekun Mao, Furao Shen, Jian Zhao and Qingwei Lin. " Label Mapping Neural Networks with Response Consolidation for Class Incremental Learning ", arXiv, 2019

• Yang Yao, Xu Zhang, Baile Xu, Furao Shen, and Jian Zhao. " Super Interaction Neural Network ", arXiv, 2019

Internship

Project

• Bluecat Data Analysis and Forecasting System
• Face Recognition Backend
• Pedestrian Counting System based on RGB-D camera (Applied in Nanjing Library and Nanjing Museum)

Github

• Schroedinger's Cat

Correspondence

Mail

Xu Zhang National Key Laboratory for Novel Software Technology
Nanjing University
Nanjing 210023, China

Laboratory

426, Building of Computer Science and Technology, Xianlin Campus of Nanjing University