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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
1712020
Codegeex: A pre-trained model for code generation with multilingual evaluations on humaneval-x
Q Zheng, X Xia, X Zou, Y Dong, S Wang, Y Xue, Z Wang, L Shen, A Wang, ...
arXiv preprint arXiv:2303.17568, 2023
1462023
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
1412020
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
862021
Octopack: Instruction tuning code large language models
N Muennighoff, Q Liu, A Zebaze, Q Zheng, B Hui, TY Zhuo, S Singh, ...
arXiv preprint arXiv:2308.07124, 2023
682023
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
452020
Codegeex: A pre-trained model for code generation with multilingual benchmarking on humaneval-x
Q Zheng, X Xia, X Zou, Y Dong, S Wang, Y Xue, L Shen, Z Wang, A Wang, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
382023
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
372021
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 73 (3), 645-655, 2021
192021
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
192020
Codegeex: A pre-trained model for code generation with multilingual evaluations on humaneval-x. CoRR, abs/2303.17568, 2023. doi: 10.48550
Q Zheng, X Xia, X Zou, Y Dong, S Wang, Y Xue, Z Wang, L Shen, A Wang, ...
arXiv preprint arXiv.2303.17568, 0
9
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
32021
DC Coefficients Recovery from AC Coefficients in the JPEG Compression Scenario
H Qiu, Q Zheng, M Qiu, G Memmi
Smart Computing and Communication: 4th International Conference, SmartCom …, 2019
32019
GIPA: A general information propagation algorithm for graph learning
H Li, Z Chen, Z Li, Q Zheng, P Zhang, S Zhou
International Conference on Database Systems for Advanced Applications, 465-476, 2023
22023
On the distribution alignment of propagation in graph neural networks
Q Zheng, X Xia, K Zhang, E Kharlamov, Y Dong
AI Open 3, 218-228, 2022
22022
Resisting adversarial examples via wavelet extension and denoising
Q Zheng, H Qiu, T Zhang, G Memmi, M Qiu, J Lu
Smart Computing and Communication: 5th International Conference, SmartCom …, 2021
12021
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts
S Zhang, H Zhao, X Liu, Q Zheng, Z Qi, X Gu, X Zhang, Y Dong, J Tang
arXiv preprint arXiv:2405.04520, 2024
2024
Graph Robustness Benchmark: Rethinking and Benchmarking Adversarial Robustness of Graph Neural Networks
Q Zheng, X Zou, Y Dong, Y Cen, D Yin, J Tang
2023
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
2020
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Articles 1–19