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40 Results
Poster
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Wed 14:00 |
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators Kelsey Allen · Tatiana Lopez-Guevara · Kimberly Stachenfeld · Alvaro Sanchez Gonzalez · Peter Battaglia · Jessica Hamrick · Tobias Pfaff |
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Poster
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Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks Lirong Wu · Haitao Lin · Yufei Huang · Stan Z. Li |
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Workshop
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Spectrum Guided Topology Augmentation for Graph Contrastive Learning Lu Lin · Jinghui Chen · Hongning Wang |
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Workshop
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Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation Han Huang · Leilei Sun · Bowen Du · Weifeng Lv |
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Poster
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Thu 9:00 |
TreeMoCo: Contrastive Neuron Morphology Representation Learning Hanbo Chen · Jiawei Yang · Daniel Iascone · Lijuan Liu · Lei He · Hanchuan Peng · Jianhua Yao |
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Workshop
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Graph Structure from Point Clouds: Geometric Attention is All You Need Daniel Murnane |
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Workshop
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Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks Zhe Li · Andreas Tolias · Xaq Pitkow |
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Poster
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Label-invariant Augmentation for Semi-Supervised Graph Classification Han Yue · Chunhui Zhang · Chuxu Zhang · Hongfu Liu |
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Poster
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Thu 9:00 |
A Universal Error Measure for Input Predictions Applied to Online Graph Problems Giulia Bernardini · Alexander Lindermayr · Alberto Marchetti-Spaccamela · Nicole Megow · Leen Stougie · Michelle Sweering |
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Poster
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Wed 14:00 |
Analyzing Data-Centric Properties for Graph Contrastive Learning Puja Trivedi · Ekdeep S Lubana · Mark Heimann · Danai Koutra · Jayaraman Thiagarajan |
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Poster
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Wed 9:00 |
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias Zihan Liu · Yun Luo · Lirong Wu · Zicheng Liu · Stan Z. Li |
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Workshop
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When Are Graph Neural Networks Better Than Structure-Agnostic Methods? Diana Gomes · Fred RL · Kyriakos Efthymiadis · Ann Nowe · Peter Vrancx |