v1v2 (latest)

Dirichlet Graph Variational Autoencoder

Neural Information Processing Systems (NeurIPS), 2020

9 October 2020

Papers citing "Dirichlet Graph Variational Autoencoder"

35 / 35 papers shown

Title
BikeVAE-GNN: A Variational Autoencoder-Augmented Hybrid Graph Neural Network for Sparse Bicycle Volume Estimation Mohit Gupta Debjit Bhowmick Ben Beck GNN 90 0 0 18 Jul 2025
To Share or Not to Share: Investigating Weight Sharing in Variational Graph AutoencodersThe Web Conference (WWW), 2025 Guillaume Salha-Galvan Jiaying Xu 150 0 0 23 Feb 2025
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor NetworksJournal of Network and Computer Applications (JNCA), 2024 Pau Ferrer-Cid Jose M. Barcelo-Ordinas J. García-Vidal 465 6 0 28 Oct 2024
Signed Graph Autoencoder for Explainable and Polarization-Aware Network EmbeddingsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 Nikolaos Nakis Chrysoula Kosma Giannis Nikolentzos Michalis Chatzianastasis Iakovos Evdaimon Michalis Vazirgiannis 375 2 0 16 Sep 2024
Uncertainty Quantification on Graph Learning: A Survey Chao Chen Chenghua Guo Rui Xu Xiangwen Liao Xi Zhang Sihong Xie Hui Xiong Mohit Bansal AI4CE 322 2 0 23 Apr 2024
Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Models Iakovos Evdaimon Giannis Nikolentzos Michail Chatzianastasis Hadi Abdine Michalis Vazirgiannis DiffM 156 7 0 03 Mar 2024
A Contrastive Variational Graph Auto-Encoder for Node Clustering Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini DRL 157 15 0 28 Dec 2023
Variational Autoencoders for Feature Exploration and Malignancy Prediction of Lung LesionsBritish Machine Vision Conference (BMVC), 2023 Benjamin Keel A. Quyn David Jayne Samuel D. Relton DRL 116 5 0 27 Nov 2023
EDGE++: Improved Training and Sampling of EDGE Mingyang Wu Xiaohui Chen Liping Liu DiffM 189 2 0 22 Oct 2023
Node-Aligned Graph-to-Graph (NAG2G): Elevating Template-Free Deep Learning Approaches in Single-Step RetrosynthesisJACS Au (JACS Au), 2023 Lin Yao Wentao Guo Zhen Wang Shang Xiang Wentan Liu Guolin Ke 203 23 0 27 Sep 2023
Continual Learning with Dirichlet Generative-based Rehearsal Min Zeng Wei Xue Qi-fei Liu Yi-Ting Guo CLL BDL 105 8 0 13 Sep 2023
Efficient and Degree-Guided Graph Generation via Discrete Diffusion ModelingInternational Conference on Machine Learning (ICML), 2023 Xiaohui Chen Jiaxing He Xuhong Han Liping Liu DiffM 311 68 0 06 May 2023
Contrastive Graph Clustering in Curvature SpacesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Li Sun Feiyang Wang Junda Ye Hao Peng Philip S. Yu 183 23 0 05 May 2023
Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing Wei Lu Nicolas A. Lee Markus J. Buehler AI4CE 94 1 0 11 Apr 2023
A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph DataInternational Conference on Learning Representations (ICLR), 2023 Jiajin Li Jianheng Tang Lemin Kong Huikang Liu Jia Li Anthony Man-Cho So Jose H. Blanchet 182 15 0 12 Mar 2023
Interpretable Node Representation with Attribute Decoding Xiaohui Chen Xi Chen Liping Liu 174 4 0 03 Dec 2022
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource Yue Liu Jun Xia Sihang Zhou Xihong Yang K. Liang Chenchen Fan Zhuang Yan Stan Z. Li Xinwang Liu Kunlun He OOD 224 36 0 23 Nov 2022
NVDiff: Graph Generation through the Diffusion of Node Vectors Xiaohui Chen Yukun Li Aonan Zhang Liping Liu DiffM 194 26 0 19 Nov 2022
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 103 2 0 16 Nov 2022
SCGG: A Deep Structure-Conditioned Graph Generative ModelPLoS ONE (PLoS ONE), 2022 Faezeh Faez Negin Hashemi Dijujin M. Baghshah Hamid R. Rabiee GNN BDL 121 6 0 20 Sep 2022
Wiener Graph Deconvolutional Network Improves Graph Self-Supervised LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Jiashun Cheng Man Li Jia Li Fugee Tsung SSL 228 21 0 26 Jun 2022
Deep Graph Clustering via Mutual Information Maximization and Mixture ModelKnowledge and Information Systems (KAIS), 2022 Maedeh Ahmadi M. Safayani Abdolreza Mirzaei 189 8 0 10 May 2022
Gransformer: Transformer-based Graph Generation Ahmad Khajenezhad Seyed Ali Osia Mahmood Karimian H. Beigy 228 2 0 25 Mar 2022
A Survey on Deep Graph Generation: Methods and ApplicationsLOG IN (LOG IN), 2022 Yanqiao Zhu Yuanqi Du Yinkai Wang Yichen Xu Jieyu Zhang Qiang Liu Shu Wu 3DV GNN 280 75 0 13 Mar 2022
Hyperspectral Pixel Unmixing with Latent Dirichlet Variational AutoencoderIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Kiran Mantripragada Faisal Z. Qureshi 283 40 0 02 Mar 2022
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link PredictionNeural Networks (NN), 2022 Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 207 56 0 02 Feb 2022
Stratified Graph Spectra Fanchao Meng M. Orr Samarth Swarup 197 0 0 10 Jan 2022
Deconvolutional Networks on Graph DataNeural Information Processing Systems (NeurIPS), 2021 Jia Li Jiajin Li Yang Liu Jianwei Yu Yueting Li Hongtao Cheng GNN 122 25 0 29 Oct 2021
Graph2Graph Learning with Conditional Autoregressive Models Guan Wang F. Lauze Aasa Feragen CML GNN AI4CE 157 2 0 06 Jun 2021
Operator Autoencoders: Learning Physical Operations on Encoded Molecular Graphs Willis Hoke D. Shea S. Casey AI4CE 120 0 0 26 May 2021
Graph-based Semi-supervised Learning: A Comprehensive ReviewIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Zixing Song Xiangli Yang Zenglin Xu Irwin King 257 259 0 26 Feb 2021
Self-Supervised Learning of Graph Neural Networks: A Unified ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yaochen Xie Zhao Xu Jingtun Zhang Zhengyang Wang Shuiwang Ji SSL 474 373 0 22 Feb 2021
Mask-GVAE: Blind Denoising Graphs via PartitionThe Web Conference (WWW), 2021 Jia Li Mengzhou Liu Honglei Zhang Pengyun Wang Yong Wen Lujia Pan Hong Cheng 132 10 0 08 Feb 2021
Deep Graph Generators: A SurveyIEEE Access (IEEE Access), 2020 Faezeh Faez Yassaman Ommi M. Baghshah Hamid R. Rabiee GNN AI4CE 207 67 0 31 Dec 2020
Graph Autoencoders with Deconvolutional Networks Jia Li Tomas Yu Da-Cheng Juan Arjun Gopalan Hong Cheng Andrew Tomkins GNN 136 9 0 22 Dec 2020