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11 Results
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Poster
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Tue 15:15 |
Improving Graph Matching with Positional Reconstruction Encoder-Decoder Network Yixiao Zhou · Ruiqi Jia · Hongxiang Lin · Hefeng Quan · Yumeng Zhao · Xiaoqing Lyu |
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Workshop
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Sheaf-based Positional Encodings for Graph Neural Networks Yu He · Cristian Bodnar · Pietro Lió |
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Poster
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Tue 15:15 |
Graph Contrastive Learning with Stable and Scalable Spectral Encoding Deyu Bo · Yuan Fang · Yang Liu · Chuan Shi |
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Workshop
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What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding Hongkang Li · Meng Wang · Tengfei Ma · Sijia Liu · ZAIXI ZHANG · Pin-Yu Chen |
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Workshop
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Hit Expansion Driven By Machine Learning Jin Xu · Steven Kearnes · JW Feng |
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Poster
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Wed 8:45 |
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding Nicolas Keriven · Samuel Vaiter |
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Workshop
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Multimodal Graph Learning for Generative Tasks Minji Yoon · Jing Yu Koh · Bryan Hooi · Ruslan Salakhutdinov |
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Workshop
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Talk like a Graph: Encoding Graphs for Large Language Models Bahare Fatemi · Jonathan Halcrow · Bryan Perozzi |
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Poster
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Tue 15:15 |
Geometric Transformer with Interatomic Positional Encoding Yusong Wang · Shaoning Li · Tong Wang · Bin Shao · Nanning Zheng · Tie-Yan Liu |
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Poster
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Wed 8:45 |
Towards Label Position Bias in Graph Neural Networks Haoyu Han · Xiaorui Liu · Feng Shi · MohamadAli Torkamani · Charu Aggarwal · Jiliang Tang |
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Poster
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Wed 8:45 |
The Impact of Positional Encoding on Length Generalization in Transformers Amirhossein Kazemnejad · Inkit Padhi · Karthikeyan Natesan Ramamurthy · Payel Das · Siva Reddy |