- Assistant Researcher
- Institute of Computer Software, Nanjing University
- Room 919, Computer Science and Technology Building
- jingweix (at) nju dot edu dot cn
- Deep learning: Testing, analysis, and Application
- Data mining: Recommender Systems
- Congratulations on Huiyan Wang's ICSE'20 paper "DISSECTOR: Input Validation for Deep Learning Applications by Crossing-layer Dissection"!
- Congratulations on Yuehuan Wang's Internetware'19 paper "Fast Robustness Prediction for Deep Neural Network"!
- Congratulations on Zenan Li's ESEC/FSE'19 paper "Boosting Operational DNN Testing Efficiency through Conditioning"!
“Operational Calibration: Debugging Confidence Errors for DNNs in the Field”,
in Proceedings of The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2020)
“DISSECTOR: Input Validation for Deep Learning Applications by Crossing-layer Dissection”,
in Proceedings of the 42nd ACM/IEEE International Conference on Software Engineering (ICSE)
“Fast Robustness Prediction for Deep Neural Network”,
in Proceedings of the 11th Asia-Pacific Symposium on Internetware
“Boosting Operational DNN Testing Efficiency through Conditioning” ,
in Proceedings of The 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2019)
Accepted. To appear.,
“HoORaYs: High-order Optimization of Rating Distance for Recommender Systems” ,
in Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
“RaPare: A Generic Strategy for Cold-Start Rating Prediction Problem”,
IEEE Transactions on Knowledge and Data Engineering
“Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating
in Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July
“FTrack: Infrastructure-free floor localization via mobile phone sensing”,
in 2012 IEEE International Conference on Pervasive Computing and Communications, Lugano, Switzerland, March 19-23, 2012
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)
- Qingping Li 李青坪 (MSc, with Prof. Chun Cao, Task scheduling for deep learning task)
- Yuehuan Wang 王月欢 (MSc, with Prof Xiaoxing Ma, Testing deep learning programs)
- Zihan Zeng 曾子涵 (BSc, Comming soon!)
- Maorun Zhang 张茂润 (BSc, Comming soon!)
- Sen Wang 王森 (BSc, Comming soon!)
- 2019 (Spring) Introduction to Algorithm Design and Analysis
- 2018 (Spring) Introduction to Algorithm Design and Analysis
- KDD2017 Student Travel Awards
- PC Member for: WWW 2019, ASONAM 2016-2019, CIKM 2017 (Short papers), AAAI 2018, PAKDD 2018, 2019
- [WSNs based Human Activity Recognition System]
- A real-time AR system that built in Department of Computer Science & Technology, Nanjing University.
- The proof that the derivative of Eq. (12) is Lipschitz continuous in our TKDE submission.
- Another implimentation for our KDD paper.