Xiao Wang

According to our database, Xiao Wang authored at least 16 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Substitutional Neural Image Compression.

Xiao Wang, Ding Ding, Wei Jiang, Wei Wang, Xiaozhong Xu, Shan Liu, Brian Kulis, Peter Chin

Proceedings of the Picture Coding Symposium, 2022

2021

Substitutional Neural Image Compression.

Xiao Wang, Wei Jiang, Wei Wang, Shan Liu, Brian Kulis, Peter Chin

CoRR, 2021

High-Robustness, Low-Transferability Fingerprinting of Neural Networks.

Siyue Wang, Xiao Wang, Pin-Yu Chen, Pu Zhao, Xue Lin

CoRR, 2021

Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks.

Siyue Wang, Xiao Wang, Pin-Yu Chen, Pu Zhao, Xue Lin

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Mixed Spatio-Temporal Neural Networks on Real-time Prediction of Crimes.

Xiao Zhou, Xiao Wang, Gavin Brown, Chengchen Wang, Peter Chin

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Intrinsic Examples: Robust Fingerprinting of Deep Neural Networks.

Siyue Wang, Pu Zhao, Xiao Wang, Sang Chin, Thomas Wahl, Yunsi Fei, Qi Alfred Chen, Xue Lin

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for High Dynamic Range Videography.

Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John M. Rattray, Ralph Etienne-Cummings, Matthew A. Wilson

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Block Switching: A Stochastic Approach for Deep Learning Security.

Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin

CoRR, 2020

AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks.

Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video.

Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John M. Rattray, Ralph Etienne-Cummings, Matthew A. Wilson

CoRR, 2019

Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses.

Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Sang Chin

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Deep Learning for Minimal-context Block Tracking through Side-channel Analysis.

L. Jensen, G. Brown, Xiao Wang, Jacob Harer, S. Chin

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing.

Xiao Wang, Jie Zhang, Tao Xiong, Trac Duy Tran, Sang Peter Chin, Ralph Etienne-Cummings

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Defensive dropout for hardening deep neural networks under adversarial attacks.

Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Peter Chin, Xue Lin

Proceedings of the International Conference on Computer-Aided Design, 2018

Defending DNN Adversarial Attacks with Pruning and Logits Augmentation.

Siyue Wang, Xiao Wang, Shaokai Ye, Pu Zhao, Xue Lin

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Domain specific inpainting with concurrently pretrained generative adversarial networks.

Xiao Zhou, Chengchen Wang, Yiteng Xu, Xiao Wang, Peter Chin

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017