Jingwei Xu

  • Assistant Researcher
  • Institute of Computer Software, Nanjing University
  • Room 919, Computer Science and Technology Building
  • jingweix (at) nju dot edu dot cn

Research Interests

  • DevOps for Intelligent Software

News

  • Congratulations on Zenan Li's ESEC/FSE'20 paper "Operational calibration: Debugging confidence errors for DNNs in the field"!
  • Congratulations on Yuehuan Wang's JCST journal paper "基于鲁棒性预测的深度神经网络质量保障"!
  • Congratulations on Huiyan Wang's ICSE'20 paper "DISSECTOR: Input Validation for Deep Learning Applications by Crossing-layer Dissection"!

Publications

Students

I'm co-supervising students with Prof. Chang Xu, Prof. Xiaoxing Ma, and Prof. Chun Cao.

  • Huiyan Wang 王慧妍 (PhD, with Prof. Chang Xu, Quality assurance for intelligent software)
  • Zenan Li 李泽南 (PhD, with Prof. Xiaoxing Ma, Machine Learning & Deep Learning)
  • Guochang Wang 王国畅 (PhD, with Prof. Chun Cao, Version Control for Deep Learning Projects)
  • Yuehuan Wang 王月欢 (MSc, with Prof. Xiaoxing Ma, Testing deep learning programs)
  • Siyuan Zhu 朱思远 (MSc, Out-of-Distribution Detection for Deep Learning Models)
  • Zihan Zeng 曾子涵 (MSc, Understanding the influence of training samples)
  • Maorun Zhang 张茂润 (MSc, Knowledge Distillation)
  • Sen Wang 王森 (MSc, Testing Automatous Driving)
  • Sen Wang 盛朱恒 (MSc, with Prof. Xiaoxing Ma, Testing Automatous Driving)
  • Jian Xie 谢健 (MSc, Data Management for Deep Learning Programs)
  • Ziming Li 李子铭 (MSc, with Prof. Chun Cao, production-scale machine learning platform for Deep Learning Pipeline)
  • Zihang Wu 吴紫航 (BSc, with Prof. Xiaoxing Ma, Machine Learning & Deep Learning)

Alumni

  • Qingping Li 李青坪 (MSc, with Prof. Chun Cao, Task scheduling for deep learning task)

Teaching

  • 2021 (Spring) Introduction to Algorithm Design and Analysis
  • 2020 (Spring) Introduction to Algorithm Design and Analysis
  • 2019 (Spring) Introduction to Algorithm Design and Analysis
  • 2018 (Spring) Introduction to Algorithm Design and Analysis

Awards

  • KDD2017 Student Travel Awards

Services

  • PC Member for: WWW 2019, ASONAM 2016-2020, CIKM 2017 (Short papers), AAAI 2018, PAKDD 2018, 2019, SIGIR 2021, KDD 2021

Projects

  • [WSNs based Human Activity Recognition System]
    • A real-time AR system that built in Department of Computer Science & Technology, Nanjing University.

Resources

  • The proof that the derivative of Eq. (12) is Lipschitz continuous in our TKDE submission.
  • Another implimentation for our KDD paper.

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