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72 Results
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Workshop
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A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs Claudia Vanea · Jonathan Campbell · Omri Dodi · Liis Salumäe · Karen Meir · Drorith Hochner · Hagit Hochner · Triin Laisk · Linda Ernst · Cecilia Lindgren · Christoffer Nellaker |
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Workshop
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SAR-based landslide classification pretraining leads to better segmentation Ragini Bal Mahesh · Ioannis Prapas · Wei Ji Leong · Vanessa Boehm · Edoardo Nemni · Freddie Kalaitzis · Siddha Ganju · Raul Ramos-Pollán |
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Poster
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Tue 9:00 |
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs Jiayu Chen · Jingdi Chen · Tian Lan · Vaneet Aggarwal |
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Poster
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Wed 14:00 |
Capturing Graphs with Hypo-Elliptic Diffusions Csaba Toth · Darrick Lee · Celia Hacker · Harald Oberhauser |
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Workshop
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Benchmarking Graph Neural Network-based Imputation Methods on Single-Cell Transcriptomics Data Han-Bo Li · Ramon Viñas Torné · Pietro Lió |
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Poster
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Tue 9:00 |
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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Workshop
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GLINKX: A Unified Framework for Large-scale Homophilous and Heterophilous Graphs Marios Papachristou · Rishab Goel · Frank Portman · Matthew Miller · Rong Jin |
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Affinity Workshop
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De novo PROTAC design using graph-based deep generative models Divya Nori · Connor Coley · Rocío Mercado |
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Workshop
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Structure-Aware Antibiotic Resistance Classification using Graph Neural Networks Aymen Qabel · Sofiane ENNADIR · Giannis Nikolentzos · Johannes Lutzeyer · Michail Chatzianastasis · Henrik Boström · Michalis Vazirgiannis |
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Workshop
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Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation Han Huang · Leilei Sun · Bowen Du · Weifeng Lv |
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Poster
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Wed 9:00 |
PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery Yasmin Salehi · Dennis Giannacopoulos |
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Workshop
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Mixed-Membership Community Detection via Line Graph Curvature Yu Tian · Zachary Lubberts · Melanie Weber |