Paper-Conference

Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations

ziqiao-meng
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A Systematic Survey on Federated Semi-supervised Learning

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Zixing Song
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A Diffusion-based Pre-training Framework for Crystal Property Prediction

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Zixing Song
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Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily

langzhang-liang
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Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning

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Zixing Song
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No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning

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Zixing Song
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Mitigating the Popularity Bias in Graph-based Collaborative Filtering

yifei-zhang
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Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks

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Zixing Song
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Contrastive Cross-scale Graph Knowledge Synergy

yifei-zhang
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WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering

yankai-chen
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