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Poster
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Tue 9:00
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A Unified Framework for Alternating Offline Model Training and Policy Learning
Shentao Yang · Shujian Zhang · Yihao Feng · Mingyuan Zhou
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Poster
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Efficient Graph Similarity Computation with Alignment Regularization
Wei Zhuo · Guang Tan
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Poster
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Thu 14:00
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Learning to Configure Computer Networks with Neural Algorithmic Reasoning
Luca Beurer-Kellner · Martin Vechev · Laurent Vanbever · Petar Veličković
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Poster
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Tue 9:00
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Co-Modality Graph Contrastive Learning for Imbalanced Node Classification
Yiyue Qian · Chunhui Zhang · Yiming Zhang · Qianlong Wen · Yanfang Ye · Chuxu Zhang
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Poster
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Wed 14:00
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Does GNN Pretraining Help Molecular Representation?
Ruoxi Sun · Hanjun Dai · Adams Wei Yu
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Poster
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Tue 9:00
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Graph Few-shot Learning with Task-specific Structures
Song Wang · Chen Chen · Jundong Li
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Workshop
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Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks
Ryien Hosseini · Filippo Simini · Austin Clyde · Arvind Ramanathan
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Poster
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Tue 14:00
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Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy
Leyan Deng · Defu Lian · Chenwang Wu · Enhong Chen
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Poster
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Tue 9:00
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Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring
Samarth Gupta · Saurabh Amin
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Poster
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Thu 9:00
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Deep Generative Model for Periodic Graphs
Shiyu Wang · Xiaojie Guo · Liang Zhao
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Poster
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Wed 14:00
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Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation
Moitreya Chatterjee · Narendra Ahuja · Anoop Cherian
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Workshop
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RLCG: When Reinforcement Learning Meets Coarse Graining
Shenghao Wu · Tianyi Liu · Zhirui Wang · Wen Yan · Yingxiang Yang
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