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293 Results
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Oral
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Tue 2:00 |
Rethinking the Expressive Power of GNNs via Graph Biconnectivity Bohang Zhang · Shengjie Luo · Liwei Wang · Di He |
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Poster
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CktGNN: Circuit Graph Neural Network for Electronic Design Automation Zehao Dong · Weidong Cao · Muhan Zhang · Dacheng Tao · Yixin Chen · Xuan Zhang |
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Poster
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Boosting the Cycle Counting Power of Graph Neural Networks with I-GNNs Yinan Huang · Xingang Peng · Jianzhu Ma · Muhan Zhang |
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Poster
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Learnable Topological Features For Phylogenetic Inference via Graph Neural Networks Cheng Zhang |
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Poster
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Wed 2:30 |
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks Xinyi Wu · Zhengdao Chen · William Wang · Ali Jadbabaie |
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Poster
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Serving Graph Compression for Graph Neural Networks Si Si · Felix Yu · Ankit Singh Rawat · Cho-Jui Hsieh · Sanjiv Kumar |
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Workshop
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Fri 4:45 |
Predicting protein stability changes under multiple amino acid substitutions using equivariant graph neural networks Sebastien Boyer · Sam Money-Kyrle · Oliver Bent |
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Poster
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Mon 7:30 |
Global Explainability of GNNs via Logic Combination of Learned Concepts Steve Azzolin · Antonio Longa · Pietro Barbiero · Pietro Lio · Andrea Passerini |
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Poster
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Mon 7:30 |
CUTS: Neural Causal Discovery from Irregular Time-Series Data Yuxiao Cheng · Runzhao Yang · Tingxiong Xiao · Zongren Li · Jinli Suo · Kunlun He · Qionghai Dai |
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Poster
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Neural DAG Scheduling via One-Shot Priority Sampling Wonseok Jeon · Mukul Gagrani · Burak Bartan · Weiliang Zeng · Harris Teague · Piero Zappi · Christopher Lott |
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Poster
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Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization Chunhui Zhang · Yijun Tian · Mingxuan Ju · Zheyuan Liu · Yanfang Ye · Nitesh Chawla · Chuxu Zhang |
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Oral
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Tue 1:10 |
ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks Yuelin Wang · Kai Yi · Xinliang Liu · Yuguang Wang · Shi Jin |