GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classificationby Zahiriddin Rustamov, Abderrahmane Lakas, Nazar…
Iterative Feature Exclusion Ranking for Deep Tabular Learningby Fathi Said Emhemed Shaninah, AbdulRahman M. A.…
WiFi CSI Based Temporal Activity Detection via Dual Pyramid Networkby Zhendong Liu, Le Zhang, Bing…
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learningby Jianqing Liang, Xinkai Wei, Min Chen, Zhiqiang…
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networksby Siddharth Ambekar, Yuhang Yao, Ryan…
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneckby Van Thuy Hoang,…
Difficulty-aware Balancing Margin Loss for Long-tailed Recognitionby Minseok Son, Inyong Koo, Jinyoung Park, Changick KimFirst…
Understanding When and Why Graph Attention Mechanisms Work via Node Classificationby Zhongtian Ma, Qiaosheng Zhang,…
Enhancing Masked Time-Series Modeling via Dropping Patchesby Tianyu Qiu, Yi Xie, Yun Xiong, Hao Niu,…
Prototypical Calibrating Ambiguous Samples for Micro-Action Recognitionby Kun Li, Dan Guo, Guoliang Chen, Chunxiao Fan,…