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Improving the Training of Graph Neural Networks with Consistency Regularization


Dec 08, 2021
Chenhui Zhang, Yufei He, Yukuo Cen, Zhenyu Hou, Jie Tang


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Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning


Nov 08, 2021
Qinkai Zheng, Xu Zou, Yuxiao Dong, Yukuo Cen, Da Yin, Jiarong Xu, Yang Yang, Jie Tang

* 21 pages, 12 figures, NeurIPS 2021 Datasets and Benchmarks Track 

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CogDL: An Extensive Toolkit for Deep Learning on Graphs


Mar 01, 2021
Yukuo Cen, Zhenyu Hou, Yan Wang, Qibin Chen, Yizhen Luo, Xingcheng Yao, Aohan Zeng, Shiguang Guo, Peng Zhang, Guohao Dai, Yu Wang, Chang Zhou, Hongxia Yang, Jie Tang


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Controllable Multi-Interest Framework for Recommendation


May 19, 2020
Yukuo Cen, Jianwei Zhang, Xu Zou, Chang Zhou, Hongxia Yang, Jie Tang

* Accepted to KDD 2020 

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Towards Knowledge-Based Recommender Dialog System


Sep 03, 2019
Qibin Chen, Junyang Lin, Yichang Zhang, Ming Ding, Yukuo Cen, Hongxia Yang, Jie Tang

* To appear in EMNLP 2019 

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Representation Learning for Attributed Multiplex Heterogeneous Network


May 20, 2019
Yukuo Cen, Xu Zou, Jianwei Zhang, Hongxia Yang, Jingren Zhou, Jie Tang

* Accepted to KDD 2019. Website: https://sites.google.com/view/gatne 

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