Hyperbolic Graph Convolutional Neural Networks

28 October 2019

Papers citing "Hyperbolic Graph Convolutional Neural Networks"

50 / 296 papers shown

Title
Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs Roshni G. Iyer Yunsheng Bai Wei Wang Yizhou Sun 58 18 0 19 Sep 2022
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification Karish Grover S. Angara Md. Shad Akhtar Tanmoy Chakraborty 16 12 0 15 Sep 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces J. Sohn Mingyu Derek Ma Muhao Chen 27 2 0 12 Sep 2022
Hyperbolic Self-supervised Contrastive Learning Based Network Anomaly Detection Yuan Shi 19 0 0 12 Sep 2022
A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning Li Sun Junda Ye Hao Peng Philip S. Yu 26 26 0 30 Aug 2022
A Survey of Learning on Small Data: Generalization, Optimization, and Challenge Xiaofeng Cao Weixin Bu Sheng-Jun Huang Minling Zhang Ivor W. Tsang Yew-Soon Ong James T. Kwok 35 1 0 29 Jul 2022
HICF: Hyperbolic Informative Collaborative Filtering Menglin Yang Zhihao Li Min Zhou Jiahong Liu Irwin King 19 55 0 19 Jul 2022
MCTensor: A High-Precision Deep Learning Library with Multi-Component Floating-Point Tao Yu Wen-Ping Guo Jianan Canal Li Tiancheng Yuan Chris De Sa 22 4 0 18 Jul 2022
Semi-supervised Vector-Quantization in Visual SLAM using HGCN Amir Zarringhalam S. S. Ghidary A. Khorasani 16 1 0 14 Jul 2022
Self-supervised Vector-Quantization in Visual SLAM using Deep Convolutional Autoencoders Amir Zarringhalam S. S. Ghidary A. Khorasani SSL 11 0 0 14 Jul 2022
Text Enriched Sparse Hyperbolic Graph Convolutional Networks Nurendra Choudhary Nikhil S. Rao Karthik Subbian Chandan K. Reddy 28 0 0 06 Jul 2022
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models Ainkaran Santhirasekaram Avinash Kori A. Rockall Mathias Winkler Francesca Toni Ben Glocker FAtt 42 4 0 05 Jul 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 71 40 0 28 Jun 2022
Geometry Contrastive Learning on Heterogeneous Graphs Shichao Zhu Chuan Zhou Anfeng Cheng Shirui Pan Shuaiqiang Wang Dawei Yin Bin Wang SSL 25 1 0 25 Jun 2022
Ordered Subgraph Aggregation Networks Chao Qian Gaurav Rattan Floris Geerts Christopher Morris Mathias Niepert 41 57 0 22 Jun 2022
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks Mehrdad Khatir Nurendra Choudhary Sutanay Choudhury Khushbu Agarwal Chandan K. Reddy 19 4 0 09 Jun 2022
Towards Scalable Hyperbolic Neural Networks using Taylor Series Approximations Nurendra Choudhary Chandan K. Reddy 22 5 0 07 Jun 2022
Ultrahyperbolic Knowledge Graph Embeddings Bo Xiong Shichao Zhu M. Nayyeri Chengjin Xu Shirui Pan Chuan Zhou Steffen Staab 10 31 0 01 Jun 2022
HyperAid: Denoising in hyperbolic spaces for tree-fitting and hierarchical clustering Eli Chien Puoya Tabaghi O. Milenkovic 24 4 0 19 May 2022
Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation Naicheng Guo Xiaolei Liu Shaoshuai Li Qiongxu Ma Kaixin Gao Bing Han Lin Zheng Xiaobo Guo 29 14 0 16 May 2022
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models Ramit Sawhney Shivam Agarwal Vivek Mittal Paolo Rosso Vikram Nanda S. Chava AIFin 24 21 0 11 May 2022
Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions Wenjie Zheng Wenxue Wang Shu Zhao Fulan Qian 36 3 0 28 Apr 2022
Generating Topological Structure of Floorplans from Room Attributes Yu Yin Will Hutchcroft Naji Khosravan Ivaylo Boyadzhiev Y. Fu S. B. Kang 19 2 0 26 Apr 2022
Rumor Detection with Self-supervised Learning on Texts and Social Graph Yuan Gao Xiang Wang Xiangnan He Huamin Feng Yongdong Zhang SSL 16 45 0 19 Apr 2022
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization Menglin Yang Min Zhou Jiahong Liu Defu Lian Irwin King 19 86 0 18 Apr 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 34 11 0 18 Apr 2022
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction Min Zhou Bisheng Li Menglin Yang Lujia Pan 28 7 0 16 Apr 2022
Graph Ordering Attention Networks Michail Chatzianastasis J. Lutzeyer George Dasoulas Michalis Vazirgiannis GNN 25 18 0 11 Apr 2022
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System Zhirong Xu Shiyang Wen Junshan Wang Guojun Liu Liang Wang ... Lei Ding Yan Zhang Di Zhang Han Zhu Bo Zheng 23 8 0 28 Mar 2022
SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks Christopher Morris Gaurav Rattan Sandra Kiefer Siamak Ravanbakhsh 50 40 0 25 Mar 2022
Qualitative neural network approximation over R and C: Elementary proofs for analytic and polynomial activation Josiah Park Stephan Wojtowytsch 23 1 0 25 Mar 2022
Hyperbolic Image Segmentation Mina Ghadimi Atigh Julian Schoep Erman Acar Nanne van Noord Pascal Mettes 37 86 0 11 Mar 2022
Curvature Graph Generative Adversarial Networks Jianxin Li Xingcheng Fu Qingyun Sun Cheng Ji Jiajun Tan Jia Wu Hao Peng GAN 19 13 0 03 Mar 2022
Hyperbolic Graph Neural Networks: A Review of Methods and Applications Menglin Yang Min Zhou Zhihao Li Jiahong Liu Lujia Pan Hui Xiong Irwin King 21 52 0 28 Feb 2022
JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning Michiharu Yamashita J. Shen Thanh-Binh Tran Hamoon Ekhtiari Dongwon Lee AI4TS 18 5 0 22 Feb 2022
Random Laplacian Features for Learning with Hyperbolic Space Tao Yu Chris De Sa 22 8 0 14 Feb 2022
Heterogeneous manifolds for curvature-aware graph embedding Francesco Di Giovanni Giulia Luise M. Bronstein 59 23 0 02 Feb 2022
Autoencoding Hyperbolic Representation for Adversarial Generation Eric Qu Dongmian Zou GAN 36 4 0 30 Jan 2022
Neural Approximation of Graph Topological Features Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 17 12 0 28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning Jiahong Liu Menglin Yang Min Zhou Shanshan Feng Philippe Fournier-Viger SSL 25 22 0 21 Jan 2022
Dual Space Graph Contrastive Learning Haoran Yang Hongxu Chen Shirui Pan Lin Li Philip S. Yu Guandong Xu 24 52 0 19 Jan 2022
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach Xing Ai Zhihong Zhang Luzhe Sun Junchi Yan Edwin R. Hancock GNN 39 11 0 13 Jan 2022
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning Honglu Zhou Advith Chegu Samuel S. Sohn Zuohui Fu Gerard de Melo Mubbasir Kapadia 29 6 0 22 Dec 2021
Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction Chang-You Tai Ming Li Lun-Wei Ku 24 9 0 16 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 24 3 0 13 Dec 2021
BScNets: Block Simplicial Complex Neural Networks Yuzhou Chen Yulia R. Gel H. Vincent Poor GNN 25 33 0 13 Dec 2021
A Self-supervised Mixed-curvature Graph Neural Network Li Sun Zhongbao Zhang Junda Ye Hao Peng Jiawei Zhang Sen Su Philip S. Yu SSL 30 33 0 10 Dec 2021
Trivial bundle embeddings for learning graph representations Zheng Xie Xiaojing Zuo Yiping Song 13 0 0 05 Dec 2021
Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design Xiran Fan Chun-Hao Yang B. Vemuri 34 18 0 03 Dec 2021