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11 Results
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Poster
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A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming Qingyu Han · Linxin Yang · Qian Chen · Xiang ZHOU · dong zhang · Akang Wang · Ruoyu Sun · Xiaodong Luo |
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Poster
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Learnable Graph Convolutional Attention Networks Adrián Javaloy · Pablo Sanchez Martin · Amit Levi · Isabel Valera |
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Poster
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Tue 2:30 |
Agent-based Graph Neural Networks Karolis Martinkus · Pál András Papp · Benedikt Schesch · Roger Wattenhofer |
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Poster
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Mon 2:30 |
DAG Matters! GFlowNets Enhanced Explainer for Graph Neural Networks Wenqian Li · Yinchuan Li · Zhigang Li · Jianye HAO · Yan Pang |
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Poster
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-GNN: incorporating ring priors into molecular modeling Jinhua Zhu · Kehan Wu · Bohan Wang · Yingce Xia · Shufang Xie · Qi Meng · Lijun Wu · Tao Qin · Wengang Zhou · Houqiang Li · Tie-Yan Liu |
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Poster
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FoSR: First-order spectral rewiring for addressing oversquashing in GNNs Kedar Karhadkar · Pradeep Banerjee · Guido Montufar |
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Poster
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Wed 7:30 |
Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing Yunchong Song · Chenghu Zhou · Xinbing Wang · Zhouhan Lin |
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Poster
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Mon 2:30 |
Explaining Temporal Graph Models through an Explorer-Navigator Framework Wenwen Xia · Mincai Lai · Caihua Shan · Yao Zhang · Xinnan Dai · Xiang Li · Dongsheng Li |
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Poster
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A Differential Geometric View and Explainability of GNN on Evolving Graphs Yazheng Liu · Xi Zhang · Sihong Xie |
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Poster
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Tue 2:30 |
A critical look at the evaluation of GNNs under heterophily: Are we really making progress? Oleg Platonov · Denis Kuznedelev · Michael Diskin · Artem Babenko · Liudmila Prokhorenkova |
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Poster
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Mon 7:30 |
MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization Xiaotian Han · Tong Zhao · Yozen Liu · Xia Hu · Neil Shah |