Poster Presentations

Day One


Community Randomized Graph Cluster Randomization | Heather Mathews, Alexander Volfovsky


Weakly Supervised Extractive Summarization using Graph-Based Unsupervised Learners | Alyssa Mensch, Charlie Dagli, Lin Li


PATHATTACK: Attacking Shortest Paths in Complex Networks | Benjamin A. Miller, Zohair Shafi, Wheeler Rumi, Yevgeniy Vorobeychik, Tina Eliassi-Rad, and Scott Alfeld


Dynamic Graph Edge Clustering | Michael Ostroski


The Structure of Toxic Conversations on Twitter | Martin Saveski, Brandon Roy, Deb Roy


Exposing the Obscured Influence of State-Controlled Media: A Causal Estimation of Influence Between Media Outlets Via Quotation Propagation - Joseph Schlessinger, Richard Bennet, Jacob Coakwell, Steven T. Smith & Edward K. Kao


Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs | Jiong Zhu, Yujun Yan, Lingxiao Zhao, Mark Heimann, Leman Akoglu, Danai Koutra



Day Two


Towards A Unified Framework for Fair and Stable Graph Representation Learning | Chirag Agarwal


Cryptic Transmission of SARS-CoV-2 and the First Wave of the COVID-10 Pandemic in the United States | Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr., Cécile Viboud, Alessandro Vespignani


Unified GNN Architecture Design for High-Throughput Material Screening | Petar Griggs, Lin Li, Rajmonda Caceres


From Single-Cells to Patients: Formulating Learning Tasks for Biomedical Graphs | Michelle M. Li


Fixed-time Descriptive Statistics Underestimate Extremes of Epidemic Curve Ensembles - and How to Fix It? | Jonas L. Juul


Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks | Yujan Yan, Milad Hashemi, Kevin Swersky, Yaoqing Yang, Danai Koutra