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GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search


Aug 18, 2022
Xinshun Feng, Herun Wan, Shangbin Feng, Hongrui Wang, Jun Zhou, Qinghua Zheng, Minnan Luo

* accepted at CIKM2022 

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BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency


Aug 17, 2022
Zhenyu Lei, Herun Wan, Wenqian Zhang, Shangbin Feng, Zilong Chen, Qinghua Zheng, Minnan Luo


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AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection Approach


Aug 17, 2022
Shujie Yang, Binchi Zhang, Shangbin Feng, Zhaoxuan Tan, Qinghua Zheng, Jun Zhou, Minnan Luo

* 12 pages, 7 figures 

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KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion


Aug 16, 2022
Zhaoxuan Tan, Zilong Chen, Shangbin Feng, Qingyue Zhang, Qinghua Zheng, Jundong Li, Minnan Luo


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TwiBot-22: Towards Graph-Based Twitter Bot Detection


Jun 12, 2022
Shangbin Feng, Zhaoxuan Tan, Herun Wan, Ningnan Wang, Zilong Chen, Binchi Zhang, Qinghua Zheng, Wenqian Zhang, Zhenyu Lei, Shujie Yang, Xinshun Feng, Qingyue Zhang, Hongrui Wang, Yuhan Liu, Yuyang Bai, Heng Wang, Zijian Cai, Yanbo Wang, Lijing Zheng, Zihan Ma, Jundong Li, Minnan Luo


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Noise-Tolerant Learning for Audio-Visual Action Recognition


May 20, 2022
Haochen Han, Qinghua Zheng, Minnan Luo, Kaiyao Miao, Feng Tian, Yan Chen

* This work is going to be submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Towards Explanation for Unsupervised Graph-Level Representation Learning


May 20, 2022
Qinghua Zheng, Jihong Wang, Minnan Luo, Yaoliang Yu, Jundong Li, Lina Yao, Xiaojun Chang


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CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search


Mar 27, 2022
Chengyou Jia, Minnan Luo, Caixia Yan, Xiaojun Chang, Qinghua Zheng


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