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Oral
Tue 5:00 Size-Invariant Graph Representations for Graph Classification Extrapolations
Beatrice Bevilacqua · Yangze Zhou · Bruno Ribeiro
Spotlight
Tue 5:20 Consistent Nonparametric Methods for Network Assisted Covariate Estimation
Xueyu Mao · Deepayan Chakrabarti · Purnamrita Sarkar
Spotlight
Tue 5:25 Explainable Automated Graph Representation Learning with Hyperparameter Importance
Xin Wang · Shuyi Fan · Kun Kuang · wenwu zhu
Spotlight
Tue 5:30 Breaking the Limits of Message Passing Graph Neural Networks
Muhammet Balcilar · Pierre Heroux · Benoit Gauzere · Pascal Vasseur · Sebastien Adam · Paul Honeine
Spotlight
Tue 5:35 From Local Structures to Size Generalization in Graph Neural Networks
Gilad Yehudai · Ethan Fetaya · eli meirom · Gal Chechik · Haggai Maron
Spotlight
Tue 5:40 Interpretable Stability Bounds for Spectral Graph Filters
Henry Kenlay · Dorina Thanou · Xiaowen Dong
Spotlight
Tue 5:45 Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks
Ciwan Ceylan · Salla Franzén · Florian T. Pokorny
Spotlight
Tue 6:30 How Framelets Enhance Graph Neural Networks
Xuebin Zheng · Bingxin Zhou · Junbin Gao · Yu Guang Wang · Pietro Lió · Ming Li · Guido Montufar
Spotlight
Tue 6:40 Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
Cristian Bodnar · Fabrizio Frasca · Yu Guang Wang · Nina Otter · Guido Montufar · Pietro Lió · Michael Bronstein
Spotlight
Tue 7:25 GLSearch: Maximum Common Subgraph Detection via Learning to Search
Yunsheng Bai · Derek Xu · Yizhou Sun · Wei Wang
Spotlight
Tue 7:45 DeepWalking Backwards: From Embeddings Back to Graphs
Sudhanshu Chanpuriya · Cameron Musco · Konstantinos Sotiropoulos · Charalampos Tsourakakis
Poster
Tue 9:00 Interpretable Stability Bounds for Spectral Graph Filters
Henry Kenlay · Dorina Thanou · Xiaowen Dong