A Generalized Neural Diffusion Framework on Graphs

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A Generalized Neural Diffusion Framework on Graphs

AAAI Conference on Artificial Intelligence (AAAI), 2023

14 December 2023

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Papers citing "A Generalized Neural Diffusion Framework on Graphs"

13 / 13 papers shown

Title
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization Haoran Zheng Renchi Yang Yubo Zhou Jianliang Xu 32 0 0 25 Nov 2025
An Active Diffusion Neural Network for Graphs Mengying Jiang GNN 162 0 0 22 Oct 2025
Towards Pre-trained Graph Condensation via Optimal Transport Yeyu Yan Shuai Zheng Wenjun Hui Xiangkai Zhu Dong Chen Zhenfeng Zhu Yao Zhao Kunlun He OT 192 0 0 18 Sep 2025
Physics-Inspired Spatial Temporal Graph Neural Networks for Predicting Industrial Chain Resilience Bicheng Wang Junping Wang Yibo Xue AI4CE 68 0 0 22 Aug 2025
Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Juwei Yue Haikuo Li Jiawei Sheng Xiaodong Li Taoyu Su Tingwen Liu Li Guo 181 1 0 29 May 2025
Graph Wave NetworksThe Web Conference (WWW), 2025 Juwei Yue Haikuo Li Jiawei Sheng Yihan Guo Xinghua Zhang Chuan Zhou Tingwen Liu Li Guo 560 3 0 26 May 2025
Biologically Plausible Brain Graph TransformerInternational Conference on Learning Representations (ICLR), 2025 Ciyuan Peng Yuelong Huang Qichao Dong Shuo Yu Xiwei Xu Chengqi Zhang Yaochu Jin 257 5 0 13 Feb 2025
S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral DomainWeb Search and Data Mining (WSDM), 2024 Rui Xia Yanhua Cheng Yongxiang Tang Xiaocheng Liu Xialong Liu Lisong Wang Peng Jiang DiffM 274 7 0 03 Jan 2025
Graph Fairness Learning under Distribution Shifts Yibo Li Xiao Wang Yujie Xing Shaohua Fan Ruijia Wang Yaoqi Liu Chuan Shi OOD 182 14 0 30 Jan 2024
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation Ruizhe Zhang Xinke Jiang Yuchen Fang Jiayuan Luo Yongxin Xu Yichen Zhu Xu Chu Junfeng Zhao Yasha Wang 209 2 0 18 Jan 2024
HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Xingtong Yu Yuan Fang Zemin Liu Xinming Zhang 446 56 0 04 Dec 2023
MultiGPrompt for Multi-Task Pre-Training and Prompting on GraphsThe Web Conference (WWW), 2023 Xingtong Yu Chang Zhou Yuan Fang Xinming Zhang 488 52 0 28 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on GraphsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Xingtong Yu Zhenghao Liu Yuan Fang Zemin Liu Sihong Chen Xinming Zhang 346 46 0 26 Nov 2023