Jingqing Zhang (张敬卿) is a 2nd-year PhD (HiPEDS) at Data Science Institute, Imperial College London under the supervision of Prof. Yi-Ke Guo. His research interest includes Text Mining, Data Mining, Deep Learning, Machine Learning and their applications. He received his BEng degree in Computer Science and Technology from Tsinghua University, 2016.
- [10/2018] I gave a talk at the 2018 HPCC Systems Community Day: Video and Slides.
- [08/2018] Our paper about traffic prediction using online search query will appear in KDD’18 More
- [03/2018] Our Chinese Deep Learning book is now published: “Deep Learning Using TensorLayer” 《深度学习：一起玩转TensorLayer》[Press] [Github]
Binbing Liao, Jingqing Zhang, Ming Cai, Siliang Tang, Yifan Gao, Chao Wu, Shengwen Yang, Wenwu Zhu, Yike Guo, Fei Wu. "Dest-ResNet: a Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction". In Proceedings of the 2018 ACM on Multimedia Conference. ACM, 2018.
Yuanhan Mo, Fangde Liu, Douglas McIlwraith, Guang Yang, Jingqing Zhang, Taigang He, and Yike Guo. "The Deep Poincare Map: A Novel Approach for Left Ventricle Segmentation". MICCAI 2018, The 21st International Conference on Medical Image Computing and Computer-Assisted Intervention. 2018.
Liao, Binbing, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, and Fei Wu. "Deep Sequence Learning with Auxiliary Information for Traffic Prediction." In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM, 2018.
董豪，郭毅可，杨光，张敬卿，于思淼，陈竑，林一鸣，莫元汉，袁航，幺忠玮，吴超，王剑虹 (Hao Dong, Yike Guo, Guang Yang et al), 深度学习：一起玩转TensorLayer (Deep Learning Using TensorLayer), 电子工业出版社 (Publishing House of Electronics Industry), 2018 ISBN: 9787121326226
Liu, F., A. Oehmichen, J. Zhang, K. Sun, H. Dong, Y. Mo, and Y. Guo. "TensorDB: Database Infrastructure for Continuous Machine Learning."
Mo, Yuanhan, Fangde Liu, Jingqing Zhang, Guang Yang, Taigang He, and Yike Guo. "Deep Poincare Map For Robust Medical Image Segmentation." arXiv preprint arXiv:1703.09200 (2017).
Dong, Hao, Jingqing Zhang, Douglas McIlwraith, and Yike Guo. "I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation." Image Processing (ICIP), 2017 IEEE International Conference on. IEEE, 2017.