|
Poster
|
Wed 14:00
|
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set
Enming Liang · Minghua Chen · Steven Low
|
|
|
Workshop
|
Fri 12:50
|
A new perspective on building efficient and expressive 3D equivariant graph neural networks
Yuanqi Du
|
|
|
Expo Talk Panel
|
Sun 18:00
|
Graph Neural Networks in TensorFlow: a Practical Guide
Bryan Perozzi
|
|
|
Poster
|
Tue 17:00
|
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks
Cai Zhou · Xiyuan Wang · Muhan Zhang
|
|
|
Workshop
|
Fri 19:00
|
One-Shot Neural Network Pruning via Spectral Graph Sparsification
Steinar Laenen
|
|
|
Workshop
|
|
Rethinking Label Poisoning for GNNs: Pitfalls and Attacks
|
|
|
Workshop
|
|
A Simple and Yet Fairly Effective Defense for Graph Neural Networks
|
|
|
Workshop
|
|
Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness
|
|
|
Poster
|
Tue 14:00
|
Graph Neural Networks with Learnable and Optimal Polynomial Bases
Yuhe Guo · Zhewei Wei
|
|
|
Poster
|
Wed 14:00
|
Towards Understanding Generalization of Graph Neural Networks
Huayi Tang · Yong Liu
|
|
|
Workshop
|
|
Anomaly Detection in Networks via Score-Based Generative Models
Dmitrii Gavrilev · Evgeny Burnaev
|
|
|
Poster
|
Tue 17:00
|
Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure
Ryoma Sato
|
|
