Xunkai Li

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Collaborative Filtering

Convolutional Network

Structured Data

Graph Representation

Top Venues

Proc. VLDB Endow.

Publications

Xunkai Li, Jingyuan Ma, Zhengyu Wu, Daohan Su, Wentao Zhang, Rong-Hua Li, Guoren Wang
Rethinking Node-wise Propagation for Large-scale Graph Learning. CoRR (2024)
Xunkai Li, Zhengyu Wu, Wentao Zhang, Henan Sun, Rong-Hua Li, Guoren Wang
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity. CoRR (2024)
Xunkai Li, Yulin Zhao, Zhengyu Wu, Wentao Zhang, Rong-Hua Li, Guoren Wang
Towards Effective and General Graph Unlearning via Mutual Evolution. AAAI (2024)
Xunkai Li, Jingyuan Ma, Zhengyu Wu, Daohan Su, Wentao Zhang, Rong-Hua Li, Guoren Wang
Rethinking Node-wise Propagation for Large-scale Graph Learning. WWW (2024)
Yinlin Zhu, Xunkai Li, Zhengyu Wu, Di Wu, Miao Hu, Rong-Hua Li
FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning. CoRR (2024)
Henan Sun, Xunkai Li, Zhengyu Wu, Daohan Su, Rong-Hua Li, Guoren Wang
Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification. ICDE (2024)
Xunkai Li, Yulin Zhao, Zhengyu Wu, Wentao Zhang, Rong-Hua Li, Guoren Wang
Towards Effective and General Graph Unlearning via Mutual Evolution. CoRR (2024)
Xunkai Li, Zhengyu Wu, Wentao Zhang, Henan Sun, Rong-Hua Li, Guoren Wang
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity. ICDE (2024)
Xun Liang, Shichao Song, Zifan Zheng, Hanyu Wang, Qingchen Yu, Xunkai Li, Rong-Hua Li, Feiyu Xiong, Zhiyu Li
Internal Consistency and Self-Feedback in Large Language Models: A Survey. CoRR (2024)
Lu Ma, Zeang Sheng, Xunkai Li, Xinyi Gao, Zhezheng Hao, Ling Yang, Wentao Zhang, Bin Cui
Acceleration Algorithms in GNNs: A Survey. CoRR (2024)
Xunkai Li, Meihao Liao, Zhengyu Wu, Daohan Su, Wentao Zhang, Rong-Hua Li, Guoren Wang
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning. CoRR (2024)
Xunkai Li, Zhengyu Wu, Wentao Zhang, Yinlin Zhu, Rong-Hua Li, Guoren Wang
FedGTA: Topology-aware Averaging for Federated Graph Learning. CoRR (2024)
Xunkai Li, Meihao Liao, Zhengyu Wu, Daohan Su, Wentao Zhang, Ronghua Li, Guoren Wang
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning. Proc. VLDB Endow. 17 (7) (2024)
Haotong Wei, Yinlin Zhu, Xunkai Li, Bin Jiang
LoyalDE: Improving the performance of Graph Neural Networks with loyal node discovery and emphasis. Neural Networks 164 (2023)
Henan Sun, Xunkai Li, Zhengyu Wu, Daohan Su, Rong-Hua Li, Guoren Wang
Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification. CoRR (2023)
Xunkai Li, Ronghui Guo, Jianwen Chen, Youpeng Hu, Meixia Qu, Bin Jiang
Effective hybrid graph and hypergraph convolution network for collaborative filtering. Neural Comput. Appl. 35 (3) (2023)
Xunkai Li, Zhengyu Wu, Wentao Zhang, Yinlin Zhu, Ronghua Li, Guoren Wang
FedGTA: Topology-aware Averaging for Federated Graph Learning. Proc. VLDB Endow. 17 (1) (2023)
Youpeng Hu, Xunkai Li, Yujie Wang, Yixuan Wu, Yining Zhao, Chenggang Yan, Jian Yin, Yue Gao
Adaptive Hypergraph Auto-Encoder for Relational Data Clustering. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Xin Xiong, Xunkai Li, Youpeng Hu, Yixuan Wu, Jian Yin
Handling information loss of graph convolutional networks in collaborative filtering. Inf. Syst. 109 (2022)
Zijun Chen, Lihui Luo, Xunkai Li, Bin Jiang, Qiang Guo, Chunpeng Wang
Siamese Network Based Multiscale Self-Supervised Heterogeneous Graph Representation Learning. IEEE Access 10 (2022)
Yixuan Wu, Youpeng Hu, Xin Xiong, Xunkai Li, Ronghui Guo, Shuiguang Deng
Graph relation embedding network for click-through rate prediction. Knowl. Inf. Syst. 64 (9) (2022)
Ronghui Guo, Xunkai Li, Youpeng Hu, Yixuan Wu, Xin Xiong, Meixia Qu
A Simple Graph Convolutional Network With Abundant Interaction for Collaborative Filtering. IEEE Access 9 (2021)
Xunkai Li, Youpeng Hu, Yaoqi Sun, Ji Hu, Jiyong Zhang, Meixia Qu
A Deep Graph Structured Clustering Network. IEEE Access 8 (2020)