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9 Results
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Poster
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Wed 9:00 |
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa · Koki Noda · Yuya Sasaki · makoto onizuka |
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Workshop
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Fri 8:30 |
Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science Santiago Miret · Kin Long Kelvin Lee · Carmelo Gonzales · Marcel Nassar · Krzysztof Sadowski |
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Poster
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Tue 9:00 |
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains Kiarash Shamsi · Friedhelm Victor · Murat Kantarcioglu · Yulia Gel · Cuneyt G Akcora |
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Workshop
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Hyperparameter Optimization of Graph Neural Networks for the OpenCatalyst Dataset: A Case Study Carmelo Gonzales · Eric Lee · Kin Long Kelvin Lee · Joyce Tang · Santiago Miret |
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Workshop
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Faster Hyperparameter Search on Graphs via Calibrated Dataset Condensation Mucong Ding · Xiaoyu Liu · Tahseen Rabbani · Furong Huang |
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Poster
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Thu 14:00 |
Long Range Graph Benchmark Vijay Prakash Dwivedi · Ladislav Rampášek · Michael Galkin · Ali Parviz · Guy Wolf · Anh Tuan Luu · Dominique Beaini |
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Poster
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DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection Xuanwen Huang · Yang Yang · Yang Wang · Chunping Wang · Zhisheng Zhang · Jiarong Xu · Lei Chen · Michalis Vazirgiannis |
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Workshop
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Tabular deep learning when by using an auxiliary knowledge graph Camilo Ruiz · Hongyu Ren · Kexin Huang · Jure Leskovec |
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Poster
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Wed 14:00 |
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions Florent Bonnet · Jocelyn Mazari · Paola Cinnella · Patrick Gallinari |