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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
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
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation
Han Huang · Leilei Sun · Bowen Du · Weifeng Lv
Workshop
Graph Structure from Point Clouds: Geometric Attention is All You Need
Daniel Murnane
Poster
Thu 14:00 Are Defenses for Graph Neural Networks Robust?
Felix Mujkanovic · Simon Geisler · Stephan G√ľnnemann · Aleksandar Bojchevski
Workshop
Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
Zhe Li · Andreas Tolias · Xaq Pitkow
Workshop
Imperceptible Adversarial Attacks on Discrete-Time Dynamic Graph Models
Kartik Sharma · Rakshit Trivedi · Rohit Sridhar · Srijan Kumar
Workshop
Sat 6:30 Spotlight: Imperceptible Adversarial Attacks on Discrete-Time Dynamic Graph Models
Kartik Sharma · Rakshit Trivedi · Rohit Sridhar · Srijan Kumar
Workshop
When Are Graph Neural Networks Better Than Structure-Agnostic Methods?
Diana Gomes · Fred RL · Kyriakos Efthymiadis · Ann Nowe · Peter Vrancx
Workshop
Fast protein structure searching using structure graph embeddings
Joe Greener · Kiarash Jamali
Workshop
Representation Learning on Biomolecular Structures using Equivariant Graph Attention
Tuan Le · Frank Noe · Djork-Arn√© Clevert
Poster
Thu 9:00 Iterative Structural Inference of Directed Graphs
Aoran Wang · Jun Pang