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Senzhang Wang

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A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges

Mar 07, 2024
Wei Ju, Siyu Yi, Yifan Wang, Zhiping Xiao, Zhengyang Mao, Hourun Li, Yiyang Gu, Yifang Qin, Nan Yin, Senzhang Wang, Xinwang Liu, Xiao Luo, Philip S. Yu, Ming Zhang

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High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs

Feb 26, 2024
Peiyan Zhang, Chaozhuo Li, Liying Kang, Feiran Huang, Senzhang Wang, Xing Xie, Sunghun Kim

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Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks

Feb 12, 2024
Yijie Zhang, Yuanchen Bei, Hao Chen, Qijie Shen, Zheng Yuan, Huan Gong, Senzhang Wang, Feiran Huang, Xiao Huang

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Macro Graph Neural Networks for Online Billion-Scale Recommender Systems

Jan 26, 2024
Hao Chen, Yuanchen Bei, Qijie Shen, Yue Xu, Sheng Zhou, Wenbing Huang, Feiran Huang, Senzhang Wang, Xiao Huang

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MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization

Nov 06, 2023
Dongcheng Zou, Senzhang Wang, Xuefeng Li, Hao Peng, Yuandong Wang, Chunyang Liu, Kehua Sheng, Bo Zhang

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Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation

Nov 01, 2023
Jiangnan Xia, Yu Yang, Senzhang Wang, Hongzhi Yin, Jiannong Cao, Philip S. Yu

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sasdim: self-adaptive noise scaling diffusion model for spatial time series imputation

Sep 05, 2023
Shunyang Zhang, Senzhang Wang, Xianzhen Tan, Ruochen Liu, Jian Zhang, Jianxin Wang

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Can Transformer and GNN Help Each Other?

Aug 28, 2023
Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Sunghun Kim

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Continual Learning on Dynamic Graphs via Parameter Isolation

May 23, 2023
Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Guojie Song, Sunghun Kim

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Robust Graph Structure Learning over Images via Multiple Statistical Tests

Oct 08, 2022
Yaohua Wang, FangYi Zhang, Ming Lin, Senzhang Wang, Xiuyu Sun, Rong Jin

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