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