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261 Results
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Poster
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Tue 15:15 |
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals Tingting Dan · Jiaqi Ding · Ziquan Wei · Shahar Kovalsky · Minjeong Kim · Won Hwa Kim · Guorong Wu |
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Poster
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Wed 15:00 |
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning Haiteng Zhao · Shengchao Liu · Ma Chang · Hannan Xu · Jie Fu · Zhihong Deng · Lingpeng Kong · Qi Liu |
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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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Poster
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Wed 8:45 |
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? Yongqiang Chen · Yatao Bian · Kaiwen Zhou · Binghui Xie · Bo Han · James Cheng |
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Workshop
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Coarse graining systems on inhomogeneous graphs using contrastive learning Doruk Efe Gökmen · Maciej Koch-Janusz · Zohar Ringel · Sebastian Huber · Felix Flicker · Sounak Biswas |
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Workshop
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Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting JuHyeon Kim · HyunGeun Lee · Seungwon Yu · Ung Hwang · Wooyul Jung · Miseon Park · Kijung Yoon |
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Poster
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Thu 8:45 |
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily Langzhang Liang · Xiangjing Hu · Zenglin Xu · Zixing Song · Irwin King |
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Workshop
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Exploring the Potential of Large Language Models (LLMs) in Learning on Graph Zhikai Chen · Haitao Mao · Hang Li · Wei Jin · Hongzhi Wen · Xiaochi Wei · Shuaiqiang Wang · Dawei Yin · Wenqi Fan · Hui Liu · Jiliang Tang |
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Poster
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Thu 15:00 |
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching Duy M. H. Nguyen · Hoang Nguyen · Nghiem Diep · Tan Ngoc Pham · Tri Cao · Binh Nguyen · Paul Swoboda · Paul Swoboda · Nhat Ho · Shadi Albarqouni · Pengtao Xie · Pengtao Xie · Daniel Sonntag · Mathias Niepert |