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21 Results
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Workshop
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Xtal2DoS: Attention-based Crystal to Sequence Learning for Density of States Prediction Junwen Bai · Yuanqi Du · Yingheng Wang · Shufeng Kong · John Gregoire · Carla Gomes |
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Workshop
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How Powerful is Implicit Denoising in Graph Neural Networks Songtao Liu · Rex Ying · Hanze Dong · Lu Lin · Jinghui Chen · Dinghao Wu |
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Poster
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Tue 14:00 |
Graph Neural Networks with Adaptive Readouts David Buterez · Jon Paul Janet · Steven J Kiddle · Dino Oglic · Pietro Liò |
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Poster
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Wed 14:00 |
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields Ilyes Batatia · David P Kovacs · Gregor Simm · Christoph Ortner · Gabor Csanyi |
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Poster
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Wed 9:00 |
A Practical, Progressively-Expressive GNN Lingxiao Zhao · Neil Shah · Leman Akoglu |
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Poster
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Vision GNN: An Image is Worth Graph of Nodes Kai Han · Yunhe Wang · Jianyuan Guo · Yehui Tang · Enhua Wu |
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Poster
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Thu 9:00 |
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning HYUNWOOK KANG · Taehwan Kwon · Jinkyoo Park · James R. Morrison |
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Poster
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Wed 14:00 |
Does GNN Pretraining Help Molecular Representation? Ruoxi Sun · Hanjun Dai · Adams Wei Yu |
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Poster
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Wed 14:00 |
S3GC: Scalable Self-Supervised Graph Clustering Fnu Devvrit · Aditya Sinha · Inderjit Dhillon · Prateek Jain |