Summary of Buffgraph: Enhancing Class-imbalanced Node Classification Via Buffer Nodes, by Qian Wang et al.
BuffGraph: Enhancing Class-Imbalanced Node Classification via Buffer Nodesby Qian Wang, Zemin Liu, Zhen Zhang, Bingsheng…
Summary of Graphgini: Fostering Individual and Group Fairness in Graph Neural Networks, by Anuj Kumar Sirohi et al.
GRAPHGINI: Fostering Individual and Group Fairness in Graph Neural Networksby Anuj Kumar Sirohi, Anjali Gupta,…
Summary of Towards Robust Graph Incremental Learning on Evolving Graphs, by Junwei Su et al.
Towards Robust Graph Incremental Learning on Evolving Graphsby Junwei Su, Difan Zou, Zijun Zhang, Chuan…
Summary of Enhancing Node Representations For Real-world Complex Networks with Topological Augmentation, by Xiangyu Zhao et al.
Enhancing Node Representations for Real-World Complex Networks with Topological Augmentationby Xiangyu Zhao, Zehui Li, Mingzhu…
Summary of A Microstructure-based Graph Neural Network For Accelerating Multiscale Simulations, by J. Storm et al.
A Microstructure-based Graph Neural Network for Accelerating Multiscale Simulationsby J. Storm, I. B. C. M.…
Summary of Vehicle-group-based Crash Risk Prediction and Interpretation on Highways, by Tianheng Zhu et al.
Vehicle-group-based Crash Risk Prediction and Interpretation on Highwaysby Tianheng Zhu, Ling Wang, Yiheng Feng, Wanjing…
Summary of Graph Out-of-distribution Generalization Via Causal Intervention, by Qitian Wu et al.
Graph Out-of-Distribution Generalization via Causal Interventionby Qitian Wu, Fan Nie, Chenxiao Yang, Tianyi Bao, Junchi…
Summary of Lignn: Graph Neural Networks at Linkedin, by Fedor Borisyuk et al.
LiGNN: Graph Neural Networks at LinkedInby Fedor Borisyuk, Shihai He, Yunbo Ouyang, Morteza Ramezani, Peng…
Summary of Class-balanced and Reinforced Active Learning on Graphs, by Chengcheng Yu et al.
Class-Balanced and Reinforced Active Learning on Graphsby Chengcheng Yu, Jiapeng Zhu, Xiang LiFirst submitted to…
Summary of Low-rank Graph Contrastive Learning For Node Classification, by Yancheng Wang et al.
Low-Rank Graph Contrastive Learning for Node Classificationby Yancheng Wang, Yingzhen YangFirst submitted to arxiv on:…