Graph Signal Diffusion Model for Collaborative Filtering

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Graph Signal Diffusion Model for Collaborative Filtering

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023

15 November 2023

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Papers citing "Graph Signal Diffusion Model for Collaborative Filtering"

13 / 13 papers shown

Title
Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models Yongwen Ren Chao Wang Peng Du Chuan Qin Dazhong Shen H. Xiong KELM 116 0 0 16 Nov 2025
Continuous-time Discrete-space Diffusion Model for Recommendation Chengyi Liu Xiao Chen Shijie Wang Wenqi Fan Qing Li 80 1 0 15 Nov 2025
Graph-Aware Diffusion for Signal Generation Sergio Rozada Vimal K. B. Andrea Cavallo A. Marques Hadi Jamali-Rad Elvin Isufi DiffM 97 0 0 06 Oct 2025
Graph Signal Generative Diffusion Models Yigit Berkay Uslu Samar Hadou Sergio Rozada Shirin Saeedi Bidokhti Alejandro Ribeiro DiffM 125 0 0 21 Sep 2025
Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems Zhaoyan Wang Hyunjun Ahn In-Young Ko 96 0 0 28 Jul 2025
Addressing Missing Data Issue for Diffusion-based RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Wenyu Mao Zhengyi Yang Jiancan Wu Haozhe Liu Yancheng Yuan Xiang Wang Xiangnan He 189 4 0 18 May 2025
GSPRec: Temporal-Aware Graph Spectral Filtering for Recommendation Ahmad Bin Rabiah Julian McAuley AI4TS 294 0 0 15 May 2025
Graph Spectral Filtering with Chebyshev Interpolation for RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Chanwoo Kim Jinkyu Sung Yebonn Han Joonseok Lee GNN 301 5 0 01 May 2025
Diffusion-augmented Graph Contrastive Learning for Collaborative Filter Fan Huang Wei Wang DiffM 181 1 0 20 Mar 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale MatchingThe Web Conference (WWW), 2025 Yihan Wang Fei Xiong Zhexin Han Qi Song Kaiqiao Zhan Ben Wang 185 5 0 28 Feb 2025
Flow Matching for Collaborative Filtering Chengkai Liu Yangtian Zhang Jianling Wang Rex Ying James Caverlee 197 0 0 11 Feb 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 570 7 0 17 Jan 2025
Preference Diffusion for RecommendationInternational Conference on Learning Representations (ICLR), 2024 Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 398 8 0 17 Oct 2024