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2020 – today
- 2023
[c5]Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou:
GIPA: A General Information Propagation Algorithm for Graph Learning. DASFAA (4) 2023: 465-476- [i7]Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou:
GIPA++: A General Information Propagation Algorithm for Graph Learning. CoRR abs/2301.08209 (2023) - [i6]Qinkai Zheng, Xiao Xia, Xu Zou, Yuxiao Dong, Shan Wang, Yufei Xue, Zihan Wang, Lei Shen, Andi Wang, Yang Li, Teng Su, Zhilin Yang, Jie Tang:
CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Evaluations on HumanEval-X. CoRR abs/2303.17568 (2023) - 2022
- [j4]Qinkai Zheng
, Xiao Xia, Kun Zhang, Evgeny Kharlamov, Yuxiao Dong:
On the distribution alignment of propagation in graph neural networks. AI Open 3: 218-228 (2022) - 2021
- [j3]Han Qiu, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gérard Memmi, Jialiang Lu:
Toward Secure and Efficient Deep Learning Inference in Dependable IoT Systems. IEEE Internet Things J. 8(5): 3180-3188 (2021) - [j2]Han Qiu, Qinkai Zheng, Gérard Memmi, Jialiang Lu, Meikang Qiu, Bhavani Thuraisingham:
Deep Residual Learning-Based Enhanced JPEG Compression in the Internet of Things. IEEE Trans. Ind. Informatics 17(3): 2124-2133 (2021) - [j1]Han Qiu, Qinkai Zheng, Mounira Msahli, Gérard Memmi, Meikang Qiu, Jialiang Lu:
Topological Graph Convolutional Network-Based Urban Traffic Flow and Density Prediction. IEEE Trans. Intell. Transp. Syst. 22(7): 4560-4569 (2021) - [c4]Xu Zou, Qinkai Zheng, Yuxiao Dong, Xinyu Guan, Evgeny Kharlamov, Jialiang Lu, Jie Tang:
TDGIA: Effective Injection Attacks on Graph Neural Networks. KDD 2021: 2461-2471 - [c3]Qinkai Zheng, Xu Zou, Yuxiao Dong, Yukuo Cen, Da Yin, Jiarong Xu, Yang Yang, Jie Tang:
Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning. NeurIPS Datasets and Benchmarks 2021 - [i5]Qinkai Zheng, Houyi Li, Peng Zhang, Zhixiong Yang, Guowei Zhang, Xintan Zeng, Yongchao Liu:
GIPA: General Information Propagation Algorithm for Graph Learning. CoRR abs/2105.06035 (2021) - [i4]Xu Zou, Qinkai Zheng, Yuxiao Dong, Xinyu Guan, Evgeny Kharlamov, Jialiang Lu, Jie Tang:
TDGIA: Effective Injection Attacks on Graph Neural Networks. CoRR abs/2106.06663 (2021) - [i3]Qinkai Zheng, Xu Zou, Yuxiao Dong, Yukuo Cen, Da Yin, Jiarong Xu, Yang Yang, Jie Tang:
Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning. CoRR abs/2111.04314 (2021) - 2020
- [c2]Qinkai Zheng, Han Qiu, Tianwei Zhang, Gérard Memmi, Meikang Qiu, Jialiang Lu:
Resisting Adversarial Examples via Wavelet Extension and Denoising. SmartCom 2020: 204-214 - [i2]Qinkai Zheng, Han Qiu, Gérard Memmi, Isabelle Bloch:
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques. CoRR abs/2004.02756 (2020) - [i1]Han Qiu, Yi Zeng, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gérard Memmi:
Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques. CoRR abs/2005.13712 (2020)
2010 – 2019
- 2019
- [c1]Han Qiu, Qinkai Zheng, Meikang Qiu, Gérard Memmi:
DC Coefficients Recovery from AC Coefficients in the JPEG Compression Scenario. SmartCom 2019: 266-276
Coauthor Index
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