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Poster
Mon 2:30 Topological Graph Neural Networks
Max Horn · Edward De Brouwer · Michael Moor · Yves Moreau · Bastian Rieck · Karsten Borgwardt
Poster
Mon 2:30 PF-GNN: Differentiable particle filtering based approximation of universal graph representations
Mohammed Haroon Dupty · Yanfei Dong · Wee Sun Lee
Poster
Mon 2:30 Understanding and Improving Graph Injection Attack by Promoting Unnoticeability
Yongqiang Chen · Han Yang · Yonggang Zhang · MA KAILI · Tongliang Liu · Bo Han · James Cheng
Poster
Mon 10:30 From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness
Lingxiao Zhao · Wei Jin · Leman Akoglu · Neil Shah
Poster
Mon 10:30 Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks
Morteza Ramezani · Weilin Cong · Mehrdad Mahdavi · Mahmut Kandemir · Anand Sivasubramaniam
Poster
Mon 10:30 Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery
Yulun Wu · Nicholas Choma · Andrew Chen · Mikaela Cashman · Erica Teixeira Prates · Veronica Melesse Vergara · Manesh Shah · Austin Clyde · Thomas Brettin · Wibe de Jong · Neeraj Kumar · Martha Head · Rick Stevens · Peter Nugent · Daniel Jacobson · James Brown
Poster
Mon 10:30 Chemical-Reaction-Aware Molecule Representation Learning
Hongwei Wang · Weijiang Li · Xiaomeng Jin · Kyunghyun Cho · Heng Ji · Jiawei Han · Martin Burke
Poster
Mon 10:30 Graph Condensation for Graph Neural Networks
Wei Jin · Lingxiao Zhao · Shichang Zhang · Yozen Liu · Jiliang Tang · Neil Shah
Poster
Mon 10:30 Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Siyi Tang · Jared Dunnmon · Khaled Saab · Xuan Zhang · Qianying Huang · Florian Dubost · Daniel Rubin · Christopher Lee-Messer
Poster
Mon 10:30 DEGREE: Decomposition Based Explanation for Graph Neural Networks
Qizhang Feng · Ninghao Liu · Fan Yang · Ruixiang Tang · Mengnan Du · Xia Hu
Poster
Mon 10:30 EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression
Zirui Liu · Kaixiong Zhou · Fan Yang · Li Li · Rui Chen · Xia Hu
Poster
Mon 10:30 Neural Relational Inference with Node-Specific Information
Ershad Banijamali