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Tao, Zhiqiang

Biography

Zhiqiang Tao is a tenure-track Assistant Professor in the Department of Computer Science and Engineering at Santa Clara University. He obtained the Ph. D. degree at Northeastern University, under the supervision of Prof. Yun Fu. Before that, he received his B.E. and M.E. degrees from Tianjin University in 2012 and 2015, respectively.
 

Education

Ph.D. degree at Northeastern University in 2020.
 

Courses Taught

COEN 240: Machine Learning
 

Selected Publications

[1] Zhiqiang Tao, Yaliang Li, Bolin Ding, Ce Zhang, Jingren Zhou, Yun Fu: Learning to Mutate with Hypergradient Guided Population. NeurIPS, 2020

[2] Zhiqiang Tao, Hongfu Liu, Sheng Li, Zhengming Ding, Yun Fu: Marginalized Multiview Ensemble Clustering. IEEE Trans. Neural Networks Learn. Syst. 31(2): 600-611 (2020)

[3] Yu Kong, Zhiqiang Tao, Yun Fu: Adversarial Action Prediction Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(3): 539-553 (2020)

[4] Zhiqiang Tao, Hongfu Liu, Jun Li, Zhaowen Wang, Yun Fu: Adversarial Graph Embedding for Ensemble Clustering. IJCAI 2019: 3562-3568

[5] Zhiqiang Tao, Sheng Li, Zhaowen Wang, Chen Fang, Longqi Yang, Handong Zhao, Yun Fu: Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Unit. KDD 2019: 1055-1063

[6] Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu: Multi-View Saliency-Guided Clustering for Image Cosegmentation. IEEE Trans. Image Process. 28(9): 4634-4645 (2019)

[7] Lichen Wang, Zhengming Ding, Zhiqiang Tao, Yunyu Liu, Yun Fu: Generative Multi-View Human Action Recognition. ICCV 2019: 6211-6220

[8] Hongfu Liu, Zhiqiang Tao, Yun Fu: Partition Level Constrained Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2469-2483 (2018)

[9] Qianqian Wang, Zhengming Ding, Zhiqiang Tao, Quanxue Gao, Yun Fu: Partial Multi-view Clustering via Consistent GAN. ICDM 2018: 1290-1295

[10] Zhiqiang Tao, Hongfu Liu, Sheng Li, Zhengming Ding, Yun Fu: From Ensemble Clustering to Multi-View Clustering. IJCAI 2017: 2843-2849

[11] Yu Kong, Zhiqiang Tao, Yun Fu: Deep Sequential Context Networks for Action Prediction. CVPR 2017: 3662-3670

[12] Zhiqiang Tao, Hongfu Liu, Sheng Li, Yun Fu: Robust Spectral Ensemble Clustering. CIKM 2016: 367-376

Assistant Professor
Department of Computer Science and Engineering


Related Links

Email: ztao@scu.edu