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Shiqi Wang

City University of Hong Kong

Learning Security Classifiers with Verified Global Robustness Properties


May 24, 2021
Yizheng Chen, Shiqi Wang, Yue Qin, Xiaojing Liao, Suman Jana, David Wagner


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Privacy-Preserving Constrained Domain Generalization for Medical Image Classification


May 14, 2021
Chris Xing Tian, Haoliang Li, Yufei Wang, Shiqi Wang


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Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Verification


Mar 11, 2021
Shiqi Wang, Huan Zhang, Kaidi Xu, Xue Lin, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter

* Shiqi Wang, Huan Zhang and Kaidi Xu contributed equally 

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Neuron Coverage-Guided Domain Generalization


Feb 27, 2021
Chris Xing Tian, Haoliang Li, Xiaofei Xie, Yang Liu, Shiqi Wang


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Camera Invariant Feature Learning for Generalized Face Anti-spoofing


Jan 25, 2021
Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong


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Sub-sampled Cross-component Prediction for Emerging Video Coding Standards


Dec 30, 2020
Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network


Dec 30, 2020
Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong


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Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network


Dec 30, 2020
Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong


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Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment


Dec 27, 2020
Baoliang Chen, Lingyu Zhu, Guo Li, Hongfei Fan, Shiqi Wang


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Adaptive Verifiable Training Using Pairwise Class Similarity


Dec 14, 2020
Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian Molloy

* Acceped at AAAI21 

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Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers


Nov 27, 2020
Kaidi Xu, Huan Zhang, Shiqi Wang, Yihan Wang, Suman Jana, Xue Lin, Cho-Jui Hsieh


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Conceptual Compression via Deep Structure and Texture Synthesis


Nov 10, 2020
Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang, Siwei Ma

* 11 pages, 9 figures 

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Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization


Oct 21, 2020
Haoliang Li, YuFei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex C. Kot

* Accepted by NeurIPS, 2020 

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DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing


Sep 18, 2020
Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex Chichung Kot

* Accepted by IEEE Transactions on Information Forensics and Security. Code will be released soon 

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Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems


Sep 15, 2020
Haoliang Li, Yufei Wang, Xiaofei Xie, Yang Liu, Shiqi Wang, Renjie Wan, Lap-Pui Chau, Alex C. Kot

* First two authors contributed equally 

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No-reference Quality Assessment with Unsupervised Domain Adaptation


Aug 19, 2020
Baoliang Chen, Haoliang Li, Hongfei Fan, Shiqi Wang


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Towards Modality Transferable Visual Information Representation with Optimal Model Compression


Aug 13, 2020
Rongqun Lin, Linwei Zhu, Shiqi Wang, Sam Kwong

* Accepted in ACM Multimedia 2020 

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Towards Understanding Fast Adversarial Training


Jun 04, 2020
Bai Li, Shiqi Wang, Suman Jana, Lawrence Carin


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Iterative Network for Image Super-Resolution


May 20, 2020
Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao

* 12 pages, 14 figures 

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Comparison of Image Quality Models for Optimization of Image Processing Systems


May 05, 2020
Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli


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Image Quality Assessment: Unifying Structure and Texture Similarity


May 05, 2020
Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli


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Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression


Apr 21, 2020
Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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Towards Practical Lottery Ticket Hypothesis for Adversarial Training


Mar 06, 2020
Bai Li, Shiqi Wang, Yunhan Jia, Yantao Lu, Zhenyu Zhong, Lawrence Carin, Suman Jana


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On Pruning Adversarially Robust Neural Networks


Feb 24, 2020
Vikash Sehwag, Shiqi Wang, Prateek Mittal, Suman Jana

* 19 pages, 14 figures, 8 tables 

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ARMA Nets: Expanding Receptive Field for Dense Prediction


Feb 15, 2020
Jiahao Su, Shiqi Wang, Furong Huang


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End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement


Feb 10, 2020
Shurun Wang, Wenhan Yang, Shiqi Wang


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Single Image Deraining: From Model-Based to Data-Driven and Beyond


Dec 27, 2019
Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu

* https://flyywh.github.io/Single_rain_removal_survey/ 

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