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Topological structure of complex predictions


Aug 06, 2022
Meng Liu , Tamal K. Dey , David F. Gleich


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GraphFM: Improving Large-Scale GNN Training via Feature Momentum


Jun 18, 2022
Haiyang Yu , Limei Wang , Bokun Wang , Meng Liu , Tianbao Yang , Shuiwang Ji

* ICML 2022 

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Your Neighbors Are Communicating: Towards Powerful and Scalable Graph Neural Networks


Jun 04, 2022
Meng Liu , Haiyang Yu , Shuiwang Ji


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Generating 3D Molecules for Target Protein Binding


Apr 19, 2022
Meng Liu , Youzhi Luo , Kanji Uchino , Koji Maruhashi , Shuiwang Ji


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Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors to Sequences


Feb 07, 2022
Meng Liu , Shuiwang Ji

* Accepted by SDM2022 

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Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences


Oct 05, 2021
Meng Liu , Yong Liu


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Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs


Sep 30, 2021
Zhao Xu , Youzhi Luo , Xuan Zhang , Xinyi Xu , Yaochen Xie , Meng Liu , Kaleb Dickerson , Cheng Deng , Maho Nakata , Shuiwang Ji


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A Novel Patch Convolutional Neural Network for View-based 3D Model Retrieval


Sep 25, 2021
Zan Gao , Yuxiang Shao , Weili Guan , Meng Liu , Zhiyong Cheng , Shengyong Chen


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Multigranular Visual-Semantic Embedding for Cloth-Changing Person Re-identification


Aug 10, 2021
Zan Gao , Hongwei Wei , Weili Guan , Weizhi Nie , Meng Liu , Meng Wang


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