Qinkai Zheng
Qinkai Zheng
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Topological graph convolutional network-based urban traffic flow and density prediction
H Qiu, Q Zheng, M Msahli, G Memmi, M Qiu, J Lu
IEEE transactions on intelligent transportation systems 22 (7), 4560-4569, 2020
Deep residual learning-based enhanced JPEG compression in the Internet of Things
H Qiu, Q Zheng, G Memmi, J Lu, M Qiu, B Thuraisingham
IEEE Transactions on Industrial Informatics 17 (3), 2124-2133, 2020
Toward secure and efficient deep learning inference in dependable iot systems
H Qiu, Q Zheng, T Zhang, M Qiu, G Memmi, J Lu
IEEE Internet of Things Journal 8 (5), 3180-3188, 2020
TDGIA: Effective injection attacks on graph neural networks
X Zou, Q Zheng, Y Dong, X Guan, E Kharlamov, J Lu, J Tang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
Graph robustness benchmark: Benchmarking the adversarial robustness of graph machine learning
Q Zheng, X Zou, Y Dong, Y Cen, D Yin, J Xu, Y Yang, J Tang
arXiv preprint arXiv:2111.04314, 2021
Mitigating advanced adversarial attacks with more advanced gradient obfuscation techniques
H Qiu, Y Zeng, Q Zheng, T Zhang, M Qiu, G Memmi
arXiv preprint arXiv:2005.13712, 2020
An efficient preprocessing-based approach to mitigate advanced adversarial attacks
H Qiu, Y Zeng, Q Zheng, S Guo, T Zhang, H Li
IEEE Transactions on Computers, 2021
DC Coefficients Recovery from AC Coefficients in the JPEG Compression Scenario
H Qiu, Q Zheng, M Qiu, G Memmi
International Conference on Smart Computing and Communication, 266-276, 2019
GIPA: General Information Propagation Algorithm for Graph Learning
Q Zheng, H Li, P Zhang, Z Yang, G Zhang, X Zeng, Y Liu
arXiv preprint arXiv:2105.06035, 2021
Resisting adversarial examples via wavelet extension and denoising
Q Zheng, H Qiu, T Zhang, G Memmi, M Qiu, J Lu
International Conference on Smart Computing and Communication, 204-214, 2020
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques
Q Zheng, H Qiu, G Memmi, I Bloch
arXiv preprint arXiv:2004.02756, 2020
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