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261 Results
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Poster
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Tue 8:45 |
Fine-grained Expressivity of Graph Neural Networks Jan Böker · Ron Levie · Ningyuan Huang · Soledad Villar · Christopher Morris |
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Poster
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Thu 8:45 |
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability Sitao Luan · Chenqing Hua · Minkai Xu · Qincheng Lu · Jiaqi Zhu · Xiao-Wen Chang · Jie Fu · Jure Leskovec · Doina Precup |
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Poster
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Thu 8:45 |
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints Jiaxin Bai · Xin Liu · Weiqi Wang · Chen Luo · Yangqiu Song |
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Workshop
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Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sagar Srinivas Sakhinana · Sannidhi G N K Geethan · Venkataramana Runkana |
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Poster
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Tue 8:45 |
Evaluating Self-Supervised Learning for Molecular Graph Embeddings Hanchen Wang · Jean Kaddour · Shengchao Liu · Jian Tang · Joan Lasenby · Qi Liu |
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Workshop
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Connectivity Optimized Nested Line Graph Networks for Crystal Structures Robin Ruff · Patrick Reiser · Jan Stühmer · Pascal Friederich |
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Poster
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Tue 8:45 |
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking Hao Yan · Chaozhuo Li · Ruosong Long · Chao Yan · Jianan Zhao · Wenwen Zhuang · Jun Yin · Peiyan Zhang · Weihao Han · Hao Sun · Weiwei Deng · Qi Zhang · Lichao Sun · Xing Xie · Senzhang Wang |
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Poster
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Wed 15:00 |
Neural Injective Functions for Multisets, Measures and Graphs via a Finite Witness Theorem Tal Amir · Steven Gortler · Ilai Avni · Ravina Ravina · Nadav Dym |
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Workshop
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VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification Florian Sestak · Lisa Schneckenreiter · Sepp Hochreiter · Andreas Mayr · Günter Klambauer |
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Poster
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Tue 15:15 |
Outlier-Robust Gromov-Wasserstein for Graph Data Lemin Kong · Jiajin Li · Jianheng Tang · Anthony Man-Cho So |
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Workshop
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VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification Florian Sestak · Lisa Schneckenreiter · Sepp Hochreiter · Andreas Mayr · Günter Klambauer |
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Poster
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Tue 15:15 |
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis Ali TehraniJamsaz · Quazi Ishtiaque Mahmud · Le Chen · Nesreen K. Ahmed · Ali Jannesari |