GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models

24 February 2018

Xiang Ren

Papers citing "GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models"

50 / 426 papers shown

Title
JTreeformer: Graph-Transformer via Latent-Diffusion Model for Molecular Generation J. Q. Shi Chengxun Xie Zhonghao Li Xinming Zhang Miao Zhang MedIm 19 0 0 29 Apr 2025
DMol: A Schedule-Driven Diffusion Model for Highly Efficient and Versatile Molecule Generation Peizhi Niu Yu-Hsiang Wang Vishal Rana Chetan Rupakheti Abhishek Pandey O. Milenkovic 26 0 0 08 Apr 2025
Make Autoregressive Great Again: Diffusion-Free Graph Generation with Next-Scale Prediction Samuel Belkadi Steve Hong Marian Chen DiffM 37 0 0 30 Mar 2025
Critical Iterative Denoising: A Discrete Generative Model Applied to Graphs Yoann Boget Alexandros Kalousis DiffM 56 0 0 27 Mar 2025
Graph Generative Models Evaluation with Masked Autoencoder Chengen Wang Murat Kantarcioglu 41 0 0 17 Mar 2025
Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs Milan Papez Martin Rektoris Václav Smídl Tomás Pevný TPM 78 0 0 15 Mar 2025
GIN-Graph: A Generative Interpretation Network for Model-Level Explanation of Graph Neural Networks Xiao Yue Guangzhi Qu Lige Gan GAN FAtt AI4CE 63 0 0 08 Mar 2025
Learning-Order Autoregressive Models with Application to Molecular Graph Generation Zhe Wang Jiaxin Shi N. Heess A. Gretton Michalis K. Titsias 49 0 0 07 Mar 2025
A Transfer Framework for Enhancing Temporal Graph Learning in Data-Scarce Settings Sidharth Agarwal Tanishq Dubey Shubham Gupta Srikanta J. Bedathur AI4TS AI4CE 37 0 0 02 Mar 2025
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies Jian Gao Weidong Cao Junyi Yang Xuan Zhang 42 1 0 28 Feb 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Jiliang Tang Yu Wang 41 1 0 27 Feb 2025
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs Song Wang Zhen Tan Yaochen Zhu Chuxu Zhang Jundong Li OOD 93 0 0 11 Feb 2025
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation Yiming Huang Tolga Birdal DiffM 76 0 0 06 Feb 2025
Towards Fast Graph Generation via Autoregressive Noisy Filtration Modeling Markus Krimmel Jenna Wiens Karsten M. Borgwardt Dexiong Chen 91 0 0 04 Feb 2025
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms Shuaiqun Pan Yash J. Patel Aneta Neumann Frank Neumann Thomas Bäck Hao Wang 36 0 0 30 Jan 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 68 6 0 28 Jan 2025
Learning to generate feasible graphs using graph grammars Stefan Mautner Rolf Backofen Fabrizio Costa 34 0 0 10 Jan 2025
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization Song Wang Xiaodong Yang Rashidul Islam Huiyuan Chen Minghua Xu Jundong Li Yiwei Cai OODD 52 2 0 07 Jan 2025
Graph Generative Pre-trained Transformer Xiaohui Chen Yinkai Wang Jiaxing He Yuanqi Du S. Hassoun Xiaolin Xu Li Liu 39 1 0 03 Jan 2025
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation Ryien Hosseini F. Simini V. Vishwanath Henry Hoffmann AI4CE 73 0 0 20 Dec 2024
Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Lukas Schulze Balhorn Kevin Degens Artur M. Schweidtmann AI4CE 64 0 0 30 Nov 2024
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 69 1 0 29 Nov 2024
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation Mufei Li Viraj Shitole Eli Chien Changhai Man Zhaodong Wang Srinivas Sridharan Ying Zhang Tushar Krishna P. Li 30 0 0 04 Nov 2024
End-to-End Ontology Learning with Large Language Models Andy Lo Albert Q. Jiang Wenda Li M. Jamnik 16 1 0 31 Oct 2024
Mitigating Graph Covariate Shift via Score-based Out-of-distribution Augmentation Bohan Wang Yurui Chang Lu Lin OODD OOD 30 0 0 23 Oct 2024
Heterogeneous Graph Generation: A Hierarchical Approach using Node Feature Pooling Hritaban Ghosh Chen Changyu Arunesh Sinha Shamik Sural 24 0 0 15 Oct 2024
NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation Félix Marcoccia C. Adjih P. Mühlethaler DiffM 16 0 0 09 Oct 2024
GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction Shijin Duan Ruyi Ding Jiaxing He A. A. Ding Yunsi Fei Xiaolin Xu 24 0 0 04 Oct 2024
G2T-LLM: Graph-to-Tree Text Encoding for Molecule Generation with Fine-Tuned Large Language Models Zhaoning Yu Xiangyang Xu Hongyang Gao 28 2 0 03 Oct 2024
Challenges of Generating Structurally Diverse Graphs Fedor Velikonivtsev Mikhail Mironov Liudmila Prokhorenkova 29 3 0 27 Sep 2024
PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities Daniel Zilberg Ron Levie 31 0 0 18 Sep 2024
LLMs generate structurally realistic social networks but overestimate political homophily Serina Chang Alicja Chaszczewicz Emma Wang Maya Josifovska Emma Pierson J. Leskovec 40 6 0 29 Aug 2024
Reactzyme: A Benchmark for Enzyme-Reaction Prediction Chenqing Hua Bozitao Zhong Sitao Luan Liang Hong Guy Wolf Doina Precup Shuangjia Zheng 27 5 0 24 Aug 2024
IFH: a Diffusion Framework for Flexible Design of Graph Generative Models Samuel Cognolato A. Sperduti Luciano Serafini DiffM 26 0 0 23 Aug 2024
Instruction-Based Molecular Graph Generation with Unified Text-Graph Diffusion Model Yuran Xiang Haiteng Zhao Chang Ma Zhi-Hong Deng 26 0 0 19 Aug 2024
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning Jingyao Wang Luntian Mou Changwen Zheng Wen Gao AAML 21 2 0 19 Aug 2024
GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings Milan Papež Martin Rektoris Václav Šmídl Tomáš Pevný TPM 47 0 0 18 Aug 2024
Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussions K. Balog John Palowitch Barbara Ikica Filip Radlinski Hamidreza Alvari Mehdi Manshadi SyDa 22 1 0 15 Aug 2024
Random Walk Diffusion for Efficient Large-Scale Graph Generation Tobias Bernecker Ghalia Rehawi Francesco Paolo Casale Janine Knauer-Arloth Annalisa Marsico 24 1 0 08 Aug 2024
xAI-Drop: Don't Use What You Cannot Explain Vincenzo Marco De Luca Antonio Longa Andrea Passerini Pietro Lio' 31 0 0 29 Jul 2024
Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs Sumeyye Bas Kıymet Kaya Resul Tugay Ş. Öğüdücü 20 0 0 20 Jul 2024
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior Chenguo Lin Yuchen Lin Panwang Pan Xuanyang Zhang Yadong Mu 3DV 44 1 0 10 Jul 2024
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries E. Nowara Pedro H. O. Pinheiro Sai Pooja Mahajan Omar Mahmood Andrew Watkins Saeed Saremi Michael R. Maser BDL DiffM 31 2 0 03 Jul 2024
Generative Modelling of Structurally Constrained Graphs Manuel Madeira Clément Vignac D. Thanou Pascal Frossard DiffM 46 0 0 25 Jun 2024
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 39 3 0 19 Jun 2024
Advancing Graph Generation through Beta Diffusion Yilin He Xinyang Liu Bo Chen Mingyuan Zhou DiffM 22 0 0 13 Jun 2024
A Survey on Recent Random Walk-based Methods for Embedding Knowledge Graphs Elika Bozorgi Sakher Khalil Alqaiidi Afsaneh Shams H. Arabnia Krzysztof Kochut 21 0 0 11 Jun 2024
Cometh: A continuous-time discrete-state graph diffusion model Antoine Siraudin Fragkiskos D. Malliaros Christopher Morris 29 3 0 10 Jun 2024
Large Generative Graph Models Yu Wang Ryan A. Rossi Namyong Park Huiyuan Chen Nesreen K. Ahmed Puja Trivedi Franck Dernoncourt Danai Koutra Tyler Derr AI4CE 31 3 0 07 Jun 2024
Variational Flow Matching for Graph Generation Floor Eijkelboom Grigory Bartosh C. A. Naesseth Max Welling Jan Willem van de Meent 31 10 0 07 Jun 2024