Individual Files

• GraphEx Proceedings 2024
• Graphex 2024 Group Photo

Presentations

Day One

• Keynote - Graphs and the Grounding Problem - William Corvey
• Neighborhood Adaptive Estimators for Causal Inference under Network Interference - Alexander Volfovsky
• Graph Neural Networks for Causal Inference in Brain Networks - Simon Wein
• The Science of Structural Intelligence - Damon Centola
• Durably Reducing Conspiracy Beliefs through Dialogues with AI - David Rand
• Quantifying the Impact of Misinformation and Vaccine-Skeptical Content - Jennifer Allen
• Rethinking Consent in Socially-Networked Environments with Models of Distributed Consent - Juniper Lovato

Day Two

• Keynote - Graph Generation via Autoregressive Diffusion - Leman Akoglu
• Generating Low-Rank Graphs - Vagelis Papalexakis
• Giving a Voice to Your Graph: Representing Structured Data for LLMs - Bryan Perozzi
• Complex Network Effects on the Robustness of Graph Convolutional Networks - Benjamin Miller
• Deep Generative Models for Drug Discovery - Wengong Jin
• Predicting Traffic Intensity with Spatio-Temporal Graph Neural Networks: A Case Study during Road Network Maintenance - Elenna Dugundji
• Higher-Order Equivariant Neural Networks for Charge Density Prediction in Materials - Teddy Koker
• Scaling up Multi-Agentic Reasoning Systems - Sutanay Choudhury

Posters

• Causal Influence Pathway Quantification on Social Networks - Ed Kao, Yaron Rachlin, et al.
• Graph Theoretic Approaches for Neural Network Sparsification - Esha Datta et al.
• Bayesian Spectral Graph Denoising with Smoothness Prior - Sam Leone
• Clio: Real-Time Task-Driven Open-Set 3D Scene Graphs - Matthew Trang
• Elucidating US Import Supply Chain Dynamics: A Spatial-Temporal Graph Neural Network Approach - Nikolay Aristov and Ziyan Li
• Zero-Shot Relation Exaction Using Large Language Models - Olga Simek et al.
• Exploiting Community Structure for Author Verification, Giselle Zino and Ana Smith
• Graph Neural Network Application to Ocean Forecasting - Caroline Keenan
• Higher-Order Network Effects on Information Access Efficiency and Equality - Samantha Dies
• Measuring Aleatoric Uncertainty in Node Embedding - Zohair Shafi
• Tight Practical Bounds for Subgraph Densities in Ego-centric Networks - Connor Mattes
• Shortest Path Network Interdiction with Asymmetric Uncertainty - She’ifa Punla-Green