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20 Results
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Poster
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EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection Sheng Wu · Hang Sheng · Hui Feng · Bo Hu |
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Workshop
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Graph Transformation Augmentation for Contrastive Learning of Graph-Level Representation: An Initial Exploration Tianchao Li · Yulong Pei |
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Workshop
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Geometric Machine Learning on EEG Signals Ben Choi |
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Workshop
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A Theory for Compressibility of Graph Transformers for Transductive Learning Hamed Shirzad · Honghao Lin · Ameya Velingker · Balaji Venkatachalam · David Woodruff · Danica J. Sutherland |
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Oral
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Fri 16:10 |
Graph Diffusion Transformers for Multi-Conditional Molecular Generation Gang Liu · Jiaxin Xu · Tengfei Luo · Meng Jiang |
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Poster
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Thu 11:00 |
Even Sparser Graph Transformers Hamed Shirzad · Honghao Lin · Balaji Venkatachalam · Ameya Velingker · David Woodruff · Danica J. Sutherland |
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Workshop
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Towards Principled Graph Transformers Luis Müller · Daniel Kusuma · Blai Bonet · Christopher Morris |
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Poster
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Wed 11:00 |
Understanding Transformer Reasoning Capabilities via Graph Algorithms Clayton Sanford · Bahare Fatemi · Ethan Hall · Anton Tsitsulin · Mehran Kazemi · Jonathan Halcrow · Bryan Perozzi · Vahab Mirrokni |
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Poster
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Wed 11:00 |
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors VIET HO TAM THUC DO · Parham Eftekhar · Seyed Alireza Hosseini · Gene Cheung · Philip Chou |
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Poster
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Fri 16:30 |
Graph Diffusion Transformers for Multi-Conditional Molecular Generation Gang Liu · Jiaxin Xu · Tengfei Luo · Meng Jiang |
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Poster
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Fri 16:30 |
Towards Principled Graph Transformers Luis Müller · Daniel Kusuma · Blai Bonet · Christopher Morris |
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Workshop
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Theoretical Insights into Line Graph Transformation on Graph Learning Fan Yang · Xingyue Huang |