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Hongteng Xu

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A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications

Mar 01, 2024
Jiaqi Han, Jiacheng Cen, Liming Wu, Zongzhao Li, Xiangzhe Kong, Rui Jiao, Ziyang Yu, Tingyang Xu, Fandi Wu, Zihe Wang, Hongteng Xu, Zhewei Wei, Yang Liu, Yu Rong, Wenbing Huang

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Sliceformer: Make Multi-head Attention as Simple as Sorting in Discriminative Tasks

Oct 26, 2023
Shen Yuan, Hongteng Xu

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A Quasi-Wasserstein Loss for Learning Graph Neural Networks

Oct 19, 2023
Minjie Cheng, Hongteng Xu

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DHOT-GM: Robust Graph Matching Using A Differentiable Hierarchical Optimal Transport Framework

Oct 18, 2023
Haoran Cheng, Dixin Luo, Hongteng Xu

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Decentralized Entropic Optimal Transport for Privacy-preserving Distributed Distribution Comparison

Jan 28, 2023
Xiangfeng Wang, Hongteng Xu, Moyi Yang

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Text2Poster: Laying out Stylized Texts on Retrieved Images

Jan 06, 2023
Chuhao Jin, Hongteng Xu, Ruihua Song, Zhiwu Lu

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Regularized Optimal Transport Layers for Generalized Global Pooling Operations

Dec 13, 2022
Hongteng Xu, Minjie Cheng

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Predicting Protein-Ligand Binding Affinity via Joint Global-Local Interaction Modeling

Sep 18, 2022
Yang Zhang, Gengmo Zhou, Zhewei Wei, Hongteng Xu

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ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery

Sep 16, 2022
Lanqing Li, Liang Zeng, Ziqi Gao, Shen Yuan, Yatao Bian, Bingzhe Wu, Hengtong Zhang, Chan Lu, Yang Yu, Wei Liu, Hongteng Xu, Jia Li, Peilin Zhao, Pheng-Ann Heng

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Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction

Jul 09, 2022
Weijie Yu, Zhongxiang Sun, Jun Xu, Zhenhua Dong, Xu Chen, Hongteng Xu, Ji-Rong Wen

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