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Zibin Zheng

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A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks

May 30, 2023
Jintang Li, Huizhe Zhang, Ruofan Wu, Zulun Zhu, Liang Chen, Zibin Zheng, Baokun Wang, Changhua Meng

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Attention Paper: How Generative AI Reshapes Digital Shadow Industry?

May 26, 2023
Qichao Wang, Huan Ma, Wentao Wei, Hangyu Li, Liang Chen, Peilin Zhao, Binwen Zhao, Bo Hu, Shu Zhang, Zibin Zheng, Bingzhe Wu

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Less Can Be More: Unsupervised Graph Pruning for Large-scale Dynamic Graphs

May 18, 2023
Jintang Li, Sheng Tian, Ruofan Wu, Liang Zhu, Welong Zhao, Changhua Meng, Liang Chen, Zibin Zheng, Hongzhi Yin

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Capturing Fine-grained Semantics in Contrastive Graph Representation Learning

Apr 23, 2023
Lin Shu, Chuan Chen, Zibin Zheng

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Can Perturbations Help Reduce Investment Risks? Risk-Aware Stock Recommendation via Split Variational Adversarial Training

Apr 20, 2023
Jiezhu Cheng, Kaizhu Huang, Zibin Zheng

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HyperTuner: A Cross-Layer Multi-Objective Hyperparameter Auto-Tuning Framework for Data Analytic Services

Apr 20, 2023
Hui Dou, Shanshan Zhu, Yiwen Zhang, Pengfei Chen, Zibin Zheng

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Spectral Adversarial Training for Robust Graph Neural Network

Nov 20, 2022
Jintang Li, Jiaying Peng, Liang Chen, Zibin Zheng, Tingting Liang, Qing Ling

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GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections

Oct 23, 2022
Junyuan Fang, Haixian Wen, Jiajing Wu, Qi Xuan, Zibin Zheng, Chi K. Tse

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FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs

Aug 29, 2022
Taolin Zhang, Chuan Chen, Yaomin Chang, Lin Shu, Zibin Zheng

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Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks

Aug 15, 2022
Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng

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