Hyperbolic Graph Neural Networks

28 October 2019

Qi Liu

Douwe Kiela

Papers citing "Hyperbolic Graph Neural Networks"

50 / 188 papers shown

Title
Capacity Bounds for Hyperbolic Neural Network Representations of Latent Tree Structures Anastasis Kratsios Rui Hong Haitz Sáez de Ocáriz Borde 29 4 0 18 Aug 2023
Hyperbolic Face Anti-Spoofing Shuangpeng Han Rizhao Cai Yawen Cui Zitong Yu Yongjian Hu Alex C. Kot CVBM AAML 30 2 0 17 Aug 2023
Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls Saurav Prakash Jin Sima Chao Pan Eli Chien O. Milenkovic FedML 50 2 0 14 Aug 2023
L3DMC: Lifelong Learning using Distillation via Mixed-Curvature Space Kaushik Roy Peyman Moghadam Mehrtash Harandi 22 6 0 31 Jul 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning Xinting Liao Weiming Liu Chaochao Chen Pengyang Zhou Huabin Zhu Yanchao Tan Jun Wang Yue Qi FedML 32 11 0 26 Jul 2023
Supervised Attention Using Homophily in Graph Neural Networks Michail Chatzianastasis Giannis Nikolentzos Michalis Vazirgiannis GNN 16 0 0 11 Jul 2023
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold Tuc Nguyen-Van Dung D. Le The-Anh Ta 38 1 0 10 Jul 2023
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection Ming Jin Huan Yee Koh Qingsong Wen Daniele Zambon C. Alippi G. I. Webb Irwin King Shirui Pan AI4TS AI4CE 41 143 0 07 Jul 2023
Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification Chih-Yao Chen Tun-Min Hung Yi-Li Hsu Lun-Wei Ku 10 9 0 26 Jun 2023
Modeling Graphs Beyond Hyperbolic: Graph Neural Networks in Symmetric Positive Definite Matrices Weichen Zhao Federico López J. M. Riestenberg Michael Strube Diaaeldin Taha Steve J. Trettel 29 7 0 24 Jun 2023
Torsion Graph Neural Networks Cong Shen Xiang Liu Jiawei Luo Kelin Xia 31 0 0 23 Jun 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 49 9 0 19 Jun 2023
Hyperbolic Representation Learning: Revisiting and Advancing Menglin Yang Min Zhou Rex Ying Yankai Chen Irwin King 35 19 0 15 Jun 2023
Hyperbolic Convolution via Kernel Point Aggregation Eric Qu Dongmian Zou 45 3 0 15 Jun 2023
Hyperbolic Graph Diffusion Model Lingfeng Wen Xuan Tang Mingjie Ouyang Xiangxiang Shen Jian Yang Daxin Zhu Mingsong Chen Xian Wei 35 2 0 13 Jun 2023
HypLL: The Hyperbolic Learning Library Max van Spengler Philipp Wirth Pascal Mettes AI4CE 11 5 0 09 Jun 2023
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials Mingguo He Zhewei Wei Shi Feng Zhengjie Huang Weibin Li Yu Sun Dianhai Yu 26 6 0 31 May 2023
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks Qiyu Kang Kai Zhao Yang Song Sijie Wang Wee Peng Tay 19 12 0 30 May 2023
Learning Weakly Supervised Audio-Visual Violence Detection in Hyperbolic Space Xiaogang Peng Hao Wen Yikai Luo Xiao Zhou K. Yu Yigang Wang Zizhao Wu 20 10 0 30 May 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 19 4 0 30 May 2023
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning Haiteng Zhao Shengchao Liu Chang Ma Hannan Xu Jie Fu Zhihong Deng Lingpeng Kong Qi Liu 23 60 0 28 May 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes A. Durrant Georgios Leontidis SSL 25 4 0 18 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 30 38 0 11 May 2023
SINCERE: Sequential Interaction Networks representation learning on Co-Evolving RiEmannian manifolds Junda Ye Zhongbao Zhang Li Sun Yang Yan Feiyang Wang Fuxin Ren 22 6 0 06 May 2023
Contrastive Graph Clustering in Curvature Spaces Li Sun Feiyang Wang Junda Ye Hao Peng Philip S. Yu 24 17 0 05 May 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs Yinchuan Li Zhigang Li Wenqian Li Yunfeng Shao Yan Zheng Jianye Hao 32 3 0 24 Apr 2023
$$\text{H}^2\text{TNE}$: Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces$ $\text{H}^2\text{TNE}$ : Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces Qijie Bai Jiawen Guo Haiwei Zhang Chang Nie Lin Zhang Xiaojie Yuan 13 3 0 14 Apr 2023
HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction Qijie Bai Chang Nie Haiwei Zhang Dongming Zhao Xiaojie Yuan 14 20 0 14 Apr 2023
GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot Learning Tejas Anvekar Dena Bazazian 3DPC 24 8 0 12 Apr 2023
FMGNN: Fused Manifold Graph Neural Network Cheng Deng Fan Xu Jiaxing Ding Luoyi Fu Weinan Zhang Xinbing Wang 30 3 0 03 Apr 2023
Poincaré ResNet Max van Spengler E. Berkhout Pascal Mettes SSL 48 12 0 24 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 17 28 0 10 Mar 2023
On the Expressiveness and Generalization of Hypergraph Neural Networks Zhezheng Luo Jiayuan Mao J. Tenenbaum L. Kaelbling NAI AI4CE 28 5 0 09 Mar 2023
Towards Improved Illicit Node Detection with Positive-Unlabelled Learning Junliang Luo Farimah Poursafaei Xue Liu 11 2 0 04 Mar 2023
Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks See Hian Lee Feng Ji Wee Peng Tay 19 1 0 03 Mar 2023
Node Embedding from Hamiltonian Information Propagation in Graph Neural Networks Qiyu Kang Kai Zhao Yang Song Sijie Wang Rui She Wee Peng Tay 35 0 0 02 Mar 2023
Heterogeneous Social Event Detection via Hyperbolic Graph Representations Zitai Qiu Jia Wu Jian Yang Xing Su Charu C. Aggarwal 29 3 0 20 Feb 2023
A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold Yanhong Fei Xian Wei Yingjie Liu Zhengyu Li Mingsong Chen 20 6 0 16 Feb 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 11 1 0 07 Feb 2023
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation Xiaohan Li Yuqing Liu Zheng Liu Philip S. Yu 27 7 0 10 Jan 2023
Significant Digits: Using Large-Scale Blockchain Data to Predict Fraudulent Addresses Jared Gridley O. Seneviratne 8 2 0 03 Jan 2023
Hyperbolic Audio Source Separation Darius Petermann G. Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 19 10 0 09 Dec 2022
kHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning Menglin Yang Min Zhou Lujia Pan Irwin King 21 18 0 04 Dec 2022
Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge Shlok Kumar Mishra Simon Kornblith Chun-Liang Li David Jacobs OCL SSL 14 51 0 01 Dec 2022
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces Li Sun Junda Ye Hao Peng Feiyang Wang Philip S. Yu CLL 19 31 0 30 Nov 2022
Latent Graph Inference using Product Manifolds Haitz Sáez de Ocáriz Borde Anees Kazi Federico Barbero Pietro Lio' BDL 32 18 0 26 Nov 2022
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections Clément Bonet Laetitia Chapel Lucas Drumetz Nicolas Courty 11 14 0 18 Nov 2022
Are we certain it's anomalous? Alessandro Flaborea Bardh Prenkaj Bharti Munjal Marco Aurelio Sterpa Dario Aragona L. Podo Fabio Galasso 19 8 0 16 Nov 2022
PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention Networks with Imbalanced PU Labels Jiho Choi Junghoon Park Woocheol Kim Jin-Hyeok Park Yumin Suh Minchang Sung 21 2 0 16 Nov 2022
Hyperbolic Graph Representation Learning: A Tutorial Min Zhou Menglin Yang Lujia Pan Irwin King 16 3 0 08 Nov 2022