Summary of Stg-mamba: Spatial-temporal Graph Learning Via Selective State Space Model, by Lincan Li et al.
STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Modelby Lincan Li, Hanchen Wang, Wenjie Zhang,…
Summary of Edge Private Graph Neural Networks with Singular Value Perturbation, by Tingting Tang et al.
Edge Private Graph Neural Networks with Singular Value Perturbationby Tingting Tang, Yue Niu, Salman Avestimehr,…
Summary of Generation Is Better Than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection, by Rui Zhang et al.
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detectionby Rui…
Summary of Online Gnn Evaluation Under Test-time Graph Distribution Shifts, by Xin Zheng et al.
Online GNN Evaluation Under Test-time Graph Distribution Shiftsby Xin Zheng, Dongjin Song, Qingsong Wen, Bo…
Summary of Adedgedrop: Adversarial Edge Dropping For Robust Graph Neural Networks, by Zhaoliang Chen et al.
ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networksby Zhaoliang Chen, Zhihao Wu, Ylli Sadikaj,…
Summary of Fast Inference Of Removal-based Node Influence, by Weikai Li et al.
Fast Inference of Removal-Based Node Influenceby Weikai Li, Zhiping Xiao, Xiao Luo, Yizhou SunFirst submitted…
Summary of Graph Unlearning with Efficient Partial Retraining, by Jiahao Zhang et al.
Graph Unlearning with Efficient Partial Retrainingby Jiahao Zhang, Lin Wang, Shijie Wang, Wenqi FanFirst submitted…
Summary of Uncertainty in Graph Neural Networks: a Survey, by Fangxin Wang et al.
Uncertainty in Graph Neural Networks: A Surveyby Fangxin Wang, Yuqing Liu, Kay Liu, Yibo Wang,…
Summary of Graph Data Condensation Via Self-expressive Graph Structure Reconstruction, by Zhanyu Liu et al.
Graph Data Condensation via Self-expressive Graph Structure Reconstructionby Zhanyu Liu, Chaolv Zeng, Guanjie ZhengFirst submitted…
Summary of Advancing Graph Neural Networks with Hl-hgat: a Hodge-laplacian and Attention Mechanism Approach For Heterogeneous Graph-structured Data, by Jinghan Huang et al.
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured…