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Poster
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
Poster
Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks
Lirong Wu · Haitao Lin · Yufei Huang · Stan Z. Li
Workshop
Spectrum Guided Topology Augmentation for Graph Contrastive Learning
Lu Lin · Jinghui Chen · Hongning Wang
Workshop
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation
Han Huang · Leilei Sun · Bowen Du · Weifeng Lv
Poster
Thu 9:00 TreeMoCo: Contrastive Neuron Morphology Representation Learning
Hanbo Chen · Jiawei Yang · Daniel Iascone · Lijuan Liu · Lei He · Hanchuan Peng · Jianhua Yao
Workshop
Graph Structure from Point Clouds: Geometric Attention is All You Need
Daniel Murnane
Workshop
Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
Zhe Li · Andreas Tolias · Xaq Pitkow
Poster
Label-invariant Augmentation for Semi-Supervised Graph Classification
Han Yue · Chunhui Zhang · Chuxu Zhang · Hongfu Liu
Poster
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
Poster
Wed 14:00 Analyzing Data-Centric Properties for Graph Contrastive Learning
Puja Trivedi · Ekdeep S Lubana · Mark Heimann · Danai Koutra · Jayaraman Thiagarajan
Poster
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
Workshop
When Are Graph Neural Networks Better Than Structure-Agnostic Methods?
Diana Gomes · Fred RL · Kyriakos Efthymiadis · Ann Nowe · Peter Vrancx