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14 Results
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Workshop
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Transformers are efficient hierarchical chemical graph learners Zihan Pengmei · Zimu Li · Chih-chan Tien · Risi Kondor · Aaron Dinner |
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Poster
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Thu 8:45 |
Transformers over Directed Acyclic Graphs Yuankai Luo · Veronika Thost · Lei Shi |
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Workshop
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Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies Gang Qu · Anton Orlichenko · Junqi Wang · Gemeng Zhang · Li Xiao · Aiying Zhang · Zhengming Ding · Yu-Ping Wang |
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Poster
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Wed 8:45 |
Geometric Algebra Transformer Johann Brehmer · Pim de Haan · Sönke Behrends · Taco Cohen |
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Workshop
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AdsGT: Graph Transformer for Predicting Global Minimum Adsorption Energy Junwu Chen · Xu Huang · Cheng Hua · Yulian He · Philippe Schwaller |
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Workshop
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Subgraphormer: Subgraph GNNs meet Graph Transformers Guy Bar Shalom · Beatrice Bevilacqua · Haggai Maron |
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Poster
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Wed 15:00 |
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations Qitian Wu · Wentao Zhao · Chenxiao Yang · Hengrui Zhang · Fan Nie · Haitian Jiang · Yatao Bian · Junchi Yan |
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Workshop
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Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization Mahdi Biparva · Raika Karimi · Faezeh Faez · Yingxueff Zhang |
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Workshop
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Fri 14:20 |
Graph-to-String Variational Autoencoder for Synthetic Polymer Design Gabriel Vogel · Paolo Sortino · Jana M. Weber |
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Workshop
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Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers Byung-Hoon Kim · Jungwon Choi · EungGu Yun · Kyungsang Kim · Xiang Li · Juho Lee |
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Workshop
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Low-Width Approximations and Sparsification for Scaling Graph Transformers Hamed Shirzad · Balaji Venkatachalam · Ameya Velingker · Danica J. Sutherland · David Woodruff |
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Workshop
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SATG : Structure Aware Transformers on Graphs for Node Classification Sumedh B G · Sanjay Patnala · Himil Vasava · Akshay Sethi · Sonia Gupta |