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Poster
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Wed 14:00
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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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Wed 9:00
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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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Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation
Han Huang · Leilei Sun · Bowen Du · Weifeng Lv
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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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Poster
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Thu 14:00
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Are Defenses for Graph Neural Networks Robust?
Felix Mujkanovic · Simon Geisler · Stephan Günnemann · Aleksandar Bojchevski
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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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Workshop
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Imperceptible Adversarial Attacks on Discrete-Time Dynamic Graph Models
Kartik Sharma · Rakshit Trivedi · Rohit Sridhar · Srijan Kumar
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Workshop
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Sat 6:30
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Spotlight: Imperceptible Adversarial Attacks on Discrete-Time Dynamic Graph Models
Kartik Sharma · Rakshit Trivedi · Rohit Sridhar · Srijan Kumar
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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
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Workshop
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Fast protein structure searching using structure graph embeddings
Joe Greener · Kiarash Jamali
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Workshop
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Representation Learning on Biomolecular Structures using Equivariant Graph Attention
Tuan Le · Frank Noe · Djork-Arné Clevert
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Poster
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Thu 9:00
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Iterative Structural Inference of Directed Graphs
Aoran Wang · Jun Pang
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