A Deep Graph Structured Clustering Network
Li, Xunkai, Hu, Youpeng, Sun, Yaoqi, Hu, Ji, Zhang, Jiyong, Qu, Meixia
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
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Journal Article
Siamese Network Based Multiscale Self-Supervised Heterogeneous Graph Representation Learning
Chen, Zijun, Luo, Lihui, Li, Xunkai, Jiang, Bin, Guo, Qiang, Wang, Chunpeng
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
A Scalable Deep Network for Graph Clustering via Personalized PageRank
Zhao, Yulin, Li, Xunkai, Zhu, Yinlin, Li, Jin, Wang, Shuo, Jiang, Bin
Published in Applied sciences (01.06.2022)
Published in Applied sciences (01.06.2022)
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Journal Article
A Simple Graph Convolutional Network With Abundant Interaction for Collaborative Filtering
Guo, Ronghui, Li, Xunkai, Hu, Youpeng, Wu, Yixuan, Xiong, Xin, Qu, Meixia
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Adaptive Hypergraph Auto-Encoder for Relational Data Clustering
Hu, Youpeng, Li, Xunkai, Wang, Yujie, Wu, Yixuan, Zhao, Yining, Yan, Chenggang, Yin, Jian, Gao, Yue
Published in IEEE transactions on knowledge and data engineering (01.03.2023)
Published in IEEE transactions on knowledge and data engineering (01.03.2023)
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Journal Article
Handling information loss of graph convolutional networks in collaborative filtering
Xiong, Xin, Li, XunKai, Hu, YouPeng, Wu, YiXuan, Yin, Jian
Published in Information systems (Oxford) (01.11.2022)
Published in Information systems (Oxford) (01.11.2022)
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Journal Article
The longevity protein p66Shc is required for neonatal heart regeneration
Huang, Chengzhen, Ding, Tong, Zhang, Yuan, Li, Xunkai, Sun, Xin, Lv, Shuangjie, Hao, Yanyan, Bai, Lina, Liu, Ning, Xie, Yifan, Chen, Houzao, Nie, Yu
Published in Journal of molecular and cellular cardiology (01.04.2023)
Published in Journal of molecular and cellular cardiology (01.04.2023)
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Journal Article
Graph relation embedding network for click-through rate prediction
Wu, Yixuan, Hu, Youpeng, Xiong, Xin, Li, Xunkai, Guo, Ronghui, Deng, Shuiguang
Published in Knowledge and information systems (01.09.2022)
Published in Knowledge and information systems (01.09.2022)
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Journal Article
The longevity protein p66 Shc is required for neonatal heart regeneration
Huang, Chengzhen, Ding, Tong, Zhang, Yuan, Li, Xunkai, Sun, Xin, Lv, Shuangjie, Hao, Yanyan, Bai, Lina, Liu, Ning, Xie, Yifan, Chen, Houzao, Nie, Yu
Published in Journal of molecular and cellular cardiology (01.04.2023)
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Published in Journal of molecular and cellular cardiology (01.04.2023)
Journal Article
DiRW: Path-Aware Digraph Learning for Heterophily
Su, Daohan, Li, Xunkai, Li, Zhenjun, Liao, Yinping, Li, Rong-Hua, Wang, Guoren
Year of Publication 14.10.2024
Year of Publication 14.10.2024
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Journal Article
Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification
Sun, Henan, Li, Xunkai, Wu, Zhengyu, Su, Daohan, Li, Rong-Hua, Wang, Guoren
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
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Conference Proceeding
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
Li, Xunkai, Wu, Zhengyu, Zhang, Wentao, Sun, Henan, Li, Rong-Hua, Wang, Guoren
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
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Conference Proceeding
Acceleration Algorithms in GNNs: A Survey
Ma, Lu, Sheng, Zeang, Li, Xunkai, Gao, Xinyi, Hao, Zhezheng, Yang, Ling, Zhang, Wentao, Cui, Bin
Year of Publication 07.05.2024
Year of Publication 07.05.2024
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Journal Article
Rethinking Node-wise Propagation for Large-scale Graph Learning
Li, Xunkai, Ma, Jingyuan, Wu, Zhengyu, Su, Daohan, Zhang, Wentao, Li, Rong-Hua, Wang, Guoren
Year of Publication 08.02.2024
Year of Publication 08.02.2024
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Journal Article
FedGTA: Topology-aware Averaging for Federated Graph Learning
Li, Xunkai, Wu, Zhengyu, Zhang, Wentao, Zhu, Yinlin, Li, Rong-Hua, Wang, Guoren
Year of Publication 22.01.2024
Year of Publication 22.01.2024
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Journal Article
Towards Effective and General Graph Unlearning via Mutual Evolution
Li, Xunkai, Zhao, Yulin, Wu, Zhengyu, Zhang, Wentao, Li, Rong-Hua, Wang, Guoren
Year of Publication 22.01.2024
Year of Publication 22.01.2024
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Journal Article
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning
Li, Xunkai, Liao, Meihao, Wu, Zhengyu, Su, Daohan, Zhang, Wentao, Li, Rong-Hua, Wang, Guoren
Year of Publication 22.01.2024
Year of Publication 22.01.2024
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Journal Article