Cui, Lixin

13 publications

IJCAI 2025 AKBR: Learning Adaptive Kernel-Based Representations for Graph Classification Lu Bai, Feifei Qian, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock

IJCAI 2025 An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection Zhehan Zhao, Lu Bai, Ming Li, Lixin Cui, Hangyuan Du, Yue Wang, Edwin R. Hancock

AAAI 2025 DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification Feifei Qian, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Hangyuan Du, Edwin R. Hancock

IJCAI 2025 DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification Xinya Qin, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Hangyuan Du, Edwin R. Hancock

ICML 2025 ENAHPool: The Edge-Node Attention-Based Hierarchical Pooling for Graph Neural Networks Zhehan Zhao, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Lixiang Xu, Yue Wang, Edwin Hancock

IJCAI 2025 Exploring the Over-Smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-Based Viewpoint Feifei Qian, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock

IJCAI 2025 HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification Xinya Qin, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock

NeurIPS 2025 MultiNet: Adaptive Multi-Viewed Subgraph Convolutional Networks for Graph Classification Xinya Qin, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Edwin Hancock

NeurIPS 2024 HC-GAE: The Hierarchical Cluster-Based Graph Auto-Encoder for Graph Representation Learning Lu Bai, Zhuo Xu, Lixin Cui, Ming Li, Yue Wang, Edwin R. Hancock

ICML 2024 QBMK: Quantum-Based Matching Kernels for Un-Attributed Graphs Lu Bai, Lixin Cui, Ming Li, Yue Wang, Edwin Hancock

ICML 2022 A Hierarchical Transitive-Aligned Graph Kernel for Un-Attributed Graphs Lu Bai, Lixin Cui, Hancock Edwin

IJCAI 2020 A Quantum-Inspired Entropic Kernel for Multiple Financial Time Series Analysis Lu Bai, Lixin Cui, Yue Wang, Yuhang Jiao, Edwin R. Hancock

ECML-PKDD 2019 Learning Aligned-Spatial Graph Convolutional Networks for Graph Classification Lu Bai, Yuhang Jiao, Lixin Cui, Edwin R. Hancock