Summary of Contrastive Dual-interaction Graph Neural Network For Molecular Property Prediction, by Zexing Zhao et al.
Contrastive Dual-Interaction Graph Neural Network for Molecular Property Predictionby Zexing Zhao, Guangsi Shi, Xiaopeng Wu,…
Summary of Slotgat: Slot-based Message Passing For Heterogeneous Graph Neural Network, by Ziang Zhou et al.
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Networkby Ziang Zhou, Jieming Shi, Renchi Yang,…
Summary of Intramix: Intra-class Mixup Generation For Accurate Labels and Neighbors, by Shenghe Zheng et al.
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighborsby Shenghe Zheng, Hongzhi Wang, Xianglong LiuFirst…
Summary of West Gcn-lstm: Weighted Stacked Spatio-temporal Graph Neural Networks For Regional Traffic Forecasting, by Theodoros Theodoropoulos et al.
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecastingby Theodoros Theodoropoulos, Angelos-Christos…
Summary of Training-free Graph Neural Networks and the Power Of Labels As Features, by Ryoma Sato
Training-free Graph Neural Networks and the Power of Labels as Featuresby Ryoma SatoFirst submitted to…
Summary of Parameter-efficient Tuning Large Language Models For Graph Representation Learning, by Qi Zhu et al.
Parameter-Efficient Tuning Large Language Models for Graph Representation Learningby Qi Zhu, Da Zheng, Xiang Song,…
Summary of Unleashing the Potential Of Fractional Calculus in Graph Neural Networks with Frond, by Qiyu Kang and Kai Zhao and Qinxu Ding and Feng Ji and Xuhao Li and Wenfei Liang and Yang Song and Wee Peng Tay
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FRONDby Qiyu Kang, Kai…
Summary of Gradformer: Graph Transformer with Exponential Decay, by Chuang Liu et al.
Gradformer: Graph Transformer with Exponential Decayby Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui…
Summary of A General Black-box Adversarial Attack on Graph-based Fake News Detectors, by Peican Zhu et al.
A General Black-box Adversarial Attack on Graph-based Fake News Detectorsby Peican Zhu, Zechen Pan, Yang…
Summary of Granola: Adaptive Normalization For Graph Neural Networks, by Moshe Eliasof et al.
GRANOLA: Adaptive Normalization for Graph Neural Networksby Moshe Eliasof, Beatrice Bevilacqua, Carola-Bibiane Schönlieb, Haggai MaronFirst…