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23 Results
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Poster
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Wed 9:00 |
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference Ran Ran · Wei Wang · Quan Gang · Jieming Yin · Nuo Xu · Wujie Wen |
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Workshop
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Graph Neural Networks for Multimodal Single-Cell Data Integration Hongzhi Wen · Jiayuan Ding · Wei Jin · Yiqi Wang · Yuying Xie · Jiliang Tang |
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Workshop
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The Ineffectiveness of TKGE Models in Encoding Real-World Knowledge Graphs Chuan Ming Ong · Jiahao Sun · Ovidiu Serban · Yike Guo |
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Workshop
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Fri 7:35 |
Collective Knowledge Graph Completion with Mutual Knowledge Distillation Weihang Zhang · Ovidiu Serban · Jiahao Sun · Yike Guo |
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Workshop
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Bi-channel Masked Graph Autoencoders for Spatially Resolved Single-cell Transcriptomics Data Imputation Hongzhi Wen · Wei Jin · Jiayuan Ding · Christopher Xu · Yuying Xie · Jiliang Tang |
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Workshop
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SiMa: Federating Data Silos using GNNs Christos Koutras · Rihan Hai · Kyriakos Psarakis · Marios Fragkoulis · Asterios Katsifodimos |
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Poster
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Tue 14:00 |
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection GE ZHANG · Zhenyu Yang · Jia Wu · Jian Yang · Shan Xue · Hao Peng · Jianlin Su · Chuan Zhou · Quan Z. Sheng · Leman Akoglu · Charu Aggarwal |
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Workshop
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Approximate Bayesian Computation for Panel Data with Signature Maximum Mean Discrepancies Joel Dyer · John Fitzgerald · Bastian Rieck · Sebastian Schmon |
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Poster
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Wed 14:00 |
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs Zenan Li · Qitian Wu · Fan Nie · Junchi Yan |
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Competition
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Tue 3:00 |
Traffic4cast 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from simple Road Counters Moritz Neun · Christian Eichenberger · Michael Kopp · David Kreil · Sepp Hochreiter |
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Workshop
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Diffusion Models for Graphs Benefit From Discrete State Spaces Kilian Haefeli · Karolis Martinkus · Nathanael Perraudin · Roger Wattenhofer |