Hyperbolic Graph Neural Networks: A Review of Methods and Applications

28 February 2022

Irwin King

Papers citing "Hyperbolic Graph Neural Networks: A Review of Methods and Applications"

28 / 28 papers shown

Title
Hyperbolic Fine-tuning for Large Language Models Menglin Yang Aosong Feng Bo Xiong Jihong Liu Irwin King Rex Ying 11 1 0 05 Oct 2024
Dynamic Portfolio Rebalancing: A Hybrid new Model Using GNNs and Pathfinding for Cost Efficiency Diego Vallarino 23 3 0 02 Oct 2024
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization Yifei Yang Wonjun Lee Dongmian Zou Gilad Lerman 22 0 0 15 Jul 2024
HC-GLAD: Dual Hyperbolic Contrastive Learning for Unsupervised Graph-Level Anomaly Detection Yali Fu Jindong Li Jiahong Liu Qianli Xing Qi Wang Irwin King 32 0 0 02 Jul 2024
HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation Zhiying Leng Tolga Birdal Xiaohui Liang Federico Tombari 33 3 0 01 Mar 2024
Why are hyperbolic neural networks effective? A study on hierarchical representation capability Shicheng Tan Huan-jing Zhao Shu Zhao Yanping Zhang 14 0 0 04 Feb 2024
Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks Ziqiang Cui Xing Tang Yang Qiao Bowei He Liang Chen Xiuqiang He Chen-li Ma CML 24 0 0 12 Jan 2024
Improving embedding of graphs with missing data by soft manifolds Andrea Marinoni Pietro Lio' Alessandro Barp Christian Jutten M. Girolami 16 0 0 29 Nov 2023
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design Heng Dong Junyu Zhang Chongjie Zhang 24 2 0 01 Nov 2023
Hyp-UML: Hyperbolic Image Retrieval with Uncertainty-aware Metric Learning Shiyang Yan Zongxuan Liu Lin Xu 19 0 0 12 Oct 2023
Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction Zhiying Leng Shun-cheng Wu Mahdi Saleh Antonio Montanaro Hao Yu Yin Wang Nassir Navab Xiaohui Liang Federico Tombari 3DH 19 7 0 06 Sep 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 6 5 0 25 Aug 2023
Hyperbolic Representation Learning: Revisiting and Advancing Menglin Yang Min Zhou Rex Ying Yankai Chen Irwin King 26 19 0 15 Jun 2023
Hyperbolic Convolution via Kernel Point Aggregation Eric Qu Dongmian Zou 32 3 0 15 Jun 2023
HypLL: The Hyperbolic Learning Library Max van Spengler Philipp Wirth Pascal Mettes AI4CE 6 5 0 09 Jun 2023
Who Would be Interested in Services? An Entity Graph Learning System for User Targeting Dan Yang Binbin Hu Xiaoyan Yang Yue Shen Zhiqiang Zhang Jinjie Gu Guannan Zhang 11 4 0 30 May 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey G. Jin Yuxuan Liang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 75 170 0 25 Mar 2023
Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks See Hian Lee Feng Ji Wee Peng Tay 11 1 0 03 Mar 2023
FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion Wentao Shi Junkang Wu Xuezhi Cao Jiawei Chen Wenqiang Lei Wei Yu Wu Xiangnan He 9 1 0 07 Feb 2023
kHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning Menglin Yang Min Zhou Lujia Pan Irwin King 13 19 0 04 Dec 2022
Hyperbolic Graph Representation Learning: A Tutorial Min Zhou Menglin Yang Lujia Pan Irwin King 8 3 0 08 Nov 2022
HICF: Hyperbolic Informative Collaborative Filtering Menglin Yang Zhihao Li Min Zhou Jiahong Liu Irwin King 17 55 0 19 Jul 2022
BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction Bisheng Li Min Zhou Shengzhong Zhang Menglin Yang Defu Lian Zengfeng Huang 21 8 0 18 Apr 2022
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction Min Zhou Bisheng Li Menglin Yang Lujia Pan 23 7 0 16 Apr 2022
Autoencoding Hyperbolic Representation for Adversarial Generation Eric Qu Dongmian Zou GAN 14 4 0 30 Jan 2022
Hyperbolic Deep Neural Networks: A Survey Wei Peng Tuomas Varanka Abdelrahman Mostafa Henglin Shi Guoying Zhao AI4CE 41 133 0 12 Jan 2021
Graph Geometry Interaction Learning Shichao Zhu Shirui Pan Chuan Zhou Jia Wu Yanan Cao Bin Wang 51 77 0 23 Oct 2020
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 231 3,202 0 24 Nov 2016