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Publication search results
found 34 matches
- 2024
- Zhibo Zhao, Wenming Tang, Yuanhao Gong
:
Curvature-driven Multi-stream Network for Feature-preserving Mesh Denoising. Comput. Graph. Forum 43(1) (2024) - Madhumita Mondal, Areejit Samal
, Florentin Münch, Jürgen Jost:
Bakry-Émery-Ricci curvature: an alternative network geometry measure in the expanding toolbox of graph Ricci curvatures. J. Complex Networks 12(3) (2024) - Madhumita Mondal, Areejit Samal, Florentin Münch, Jürgen Jost:
Bakry-Émery-Ricci curvature: An alternative network geometry measure in the expanding toolbox of graph Ricci curvatures. CoRR abs/2402.06616 (2024) - 2023
- Jianqiu Wu, Hongyang Chen, Minhao Cheng
, Haoyi Xiong:
CurvAGN: Curvature-based Adaptive Graph Neural Networks for Predicting Protein-Ligand Binding Affinity. BMC Bioinform. 24(1): 378 (2023) - Jean F. Du Plessis
, Xerxes D. Arsiwalla
:
A cosine rule-based discrete sectional curvature for graphs. J. Complex Networks 11(4) (2023) - Xingcheng Fu
, Jianxin Li
, Jia Wu
, Jiawen Qin, Qingyun Sun
, Cheng Ji, Senzhang Wang, Hao Peng, Philip S. Yu:
Adaptive curvature exploration geometric graph neural network. Knowl. Inf. Syst. 65(5): 2281-2304 (2023) - Yanxi Liu, Bo Lang:
McH-HGCN: multi-curvature hyperbolic heterogeneous graph convolutional network with type triplets. Neural Comput. Appl. 35(20): 15033-15049 (2023) - Xing Han, Guowei Zhu, Ling Zhao
, Ronghua Du, Yuhan Wang, Zhe Chen, Yang Liu, Silu He
:
Ollivier-Ricci Curvature Based Spatio-Temporal Graph Neural Networks for Traffic Flow Forecasting. Symmetry 15(5): 995 (2023) - Yang Xiao
, Zhuolin Xing, Alex X. Liu
, Lei Bai
, Qingqi Pei
, Lina Yao
:
Cure-GNN: A Robust Curvature-Enhanced Graph Neural Network Against Adversarial Attacks. IEEE Trans. Dependable Secur. Comput. 20(5): 4214-4229 (2023) - Zhibo Zhao, Wenhui Wu, Hongjie Liu, Yuanhao Gong:
A Multi-Stream Network for Mesh Denoising Via Graph Neural Networks with Gaussian Curvature. ICIP 2023: 1355-1359 - Yang Liu
, Chuan Zhou
, Shirui Pan
, Jia Wu
, Zhao Li
, Hongyang Chen
, Peng Zhang
:
CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing. WWW 2023: 221-230 - Cong Shen, Pingjian Ding, Junjie Wee, Jialin Bi, Jiawei Luo, Kelin Xia:
Curvature-enhanced Graph Convolutional Network for Biomolecular Interaction Prediction. CoRR abs/2306.13699 (2023) - Cedric Sanders, Andreas Roth, Thomas Liebig:
Curvature-based Pooling within Graph Neural Networks. CoRR abs/2308.16516 (2023) - 2022
- Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu
:
Curvature graph neural network. Inf. Sci. 592: 50-66 (2022) - Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu:
A Self-Supervised Mixed-Curvature Graph Neural Network. AAAI 2022: 4146-4155 - Jianxin Li, Xingcheng Fu
, Qingyun Sun
, Cheng Ji, Jiajun Tan, Jia Wu
, Hao Peng:
Curvature Graph Generative Adversarial Networks. WWW 2022: 1528-1537 - Jianxin Li, Xingcheng Fu, Qingyun Sun, Cheng Ji, Jiajun Tan, Jia Wu, Hao Peng:
Curvature Graph Generative Adversarial Networks. CoRR abs/2203.01604 (2022) - Alexander New, Michael J. Pekala, Nam Q. Le, Janna Domenico, Christine D. Piatko, Christopher D. Stiles
:
Curvature-informed multi-task learning for graph networks. CoRR abs/2208.01684 (2022) - Menglin Yang, Min Zhou, Lujia Pan, Irwin King
:
Hyperbolic Curvature Graph Neural Network. CoRR abs/2212.01793 (2022) - 2021
- Xingcheng Fu
, Jianxin Li, Jia Wu
, Qingyun Sun
, Cheng Ji, Senzhang Wang, Jiajun Tan, Hao Peng, Philip S. Yu:
ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network. ICDM 2021: 111-120 - Long Huo, Bin Cai, Pengpeng Liang, Zhiyong Sun, Chi Xiong, Chaoshi Niu, Bo Song, Erkang Cheng:
Joint Spinal Centerline Extraction and Curvature Estimation with Row-Wise Classification and Curve Graph Network. MICCAI (5) 2021: 377-386 - Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu, Isabel F. Cruz:
Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion. WWW 2021: 1761-1771 - Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu:
Curvature Graph Neural Network. CoRR abs/2106.15762 (2021) - Xingcheng Fu, Jianxin Li, Jia Wu, Qingyun Sun, Cheng Ji, Senzhang Wang, Jiajun Tan, Hao Peng, Philip S. Yu:
ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network. CoRR abs/2110.07888 (2021) - Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu:
A Self-supervised Mixed-curvature Graph Neural Network. CoRR abs/2112.05393 (2021) - 2020
- Marzieh Eidi
, Amirhossein Farzam
, Wilmer Leal
, Areejit Samal
, Jürgen Jost
:
Edge-based analysis of networks: curvatures of graphs and hypergraphs. Theory Biosci. 139(4): 337-348 (2020) - Daniele Grattarola
, Daniele Zambon
, Lorenzo Livi
, Cesare Alippi
:
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds. IEEE Trans. Neural Networks Learn. Syst. 31(6): 1856-1869 (2020) - Ze Ye, Kin Sum Liu, Tengfei Ma, Jie Gao, Chao Chen:
Curvature Graph Network. ICLR 2020 - Gregor Bachmann, Gary Bécigneul, Octavian Ganea:
Constant Curvature Graph Convolutional Networks. ICML 2020: 486-496 - Marzieh Eidi, Amirhossein Farzam, Wilmer Leal, Areejit Samal, Jürgen Jost:
Edge-based analysis of networks: Curvatures of graphs and hypergraphs. CoRR abs/2010.16366 (2020)
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