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Diffusion Recommender Model

11 April 2023

Papers citing "Diffusion Recommender Model"

40 / 40 papers shown

Title
Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects Zihan Hong Yushi Wu Zhiting Zhao Shanshan Feng Jianghong Ma Jiao Liu Tianjun Wei 3DV 7 0 0 20 Jun 2025
Flow Matching based Sequential Recommender Model Feng Liu Lixin Zou Xiangyu Zhao Min Tang Liming Dong Dan Luo Xiangyang Luo Chenliang Li DiffM 70 0 0 22 May 2025
GSPRec: Temporal-Aware Graph Spectral Filtering for Recommendation Ahmad Bin Rabiah Julian McAuley AI4TS 97 0 0 15 May 2025
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation Jiacheng Li Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li DiffM MedIm 115 1 0 12 May 2025
CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion Zhifu Zhao Hanyang Hua Jiajian Li Shaoxin Wu Fu Li Yangtao Zhou Yang Li DiffM 110 0 0 30 Apr 2025
Leveraging Auto-Distillation and Generative Self-Supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems Eya Mhedhbi Youssef Mourchid Alice Othmani 52 0 0 08 Apr 2025
Hyperbolic Diffusion Recommender Model Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 145 2 0 02 Apr 2025
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels Erjian Guo Zhen Zhao Zicheng Wang Tong Chen Yunyi Liu Luping Zhou DiffM MedIm 92 1 0 24 Mar 2025
Diffusion-augmented Graph Contrastive Learning for Collaborative Filter Fan Huang Wei Wang DiffM 104 0 0 20 Mar 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching Yihan Wang Fei Xiong Zhexin Han Qi Song Kaiqiao Zhan Ben Wang 69 1 0 28 Feb 2025
Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation Jin-Duk Park Jaemin Yoo Won-Yong Shin 134 1 0 13 Feb 2025
Collaborative Diffusion Model for Recommender System G. G. Lee Yaochen Zhu Hwanjo Yu Yao Zhou Wenlin Yao DiffM 120 1 0 31 Jan 2025
Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao G. Guo Xingwei Wang 99 3 0 28 Jan 2025
Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation Xiaodong Li Hengzhu Tang Shuaiyi Nie Xinghua Zhang Li Gao Suqi Cheng Dawei Yin Tingwen Liu DiffM 127 2 0 20 Jan 2025
A Survey on Diffusion Models for Anomaly Detection Qingbin Liu Zhenchao Ma Zepu Wang Yang Liu Zehua Wang Peng Sun Liang Song Bo Hu Azzedine Boukerche Victor C.M. Leung DiffM MedIm 159 5 0 20 Jan 2025
DiffGraph: Heterogeneous Graph Diffusion Model Zongwei Li Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang Chenyu Huang 68 3 0 04 Jan 2025
S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral Domain Rui Xia Yanhua Cheng Yongxiang Tang Xiaocheng Liu Xialong Liu Lisong Wang Peng Jiang DiffM 99 1 0 03 Jan 2025
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing Haiping Ma Aoqing Xia Changqian Wang Hai Wang Xingyi Zhang DiffM 100 1 0 19 Nov 2024
Enhancing CTR Prediction in Recommendation Domain with Search Query Representation Yuening Wang M. Chen Yaochen Hu Wei Guo Yingxue Zhang Huifeng Guo Yong Liu Mark Coates 50 1 0 28 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 155 1 0 17 Oct 2024
EDGE-Rec: Efficient and Data-Guided Edge Diffusion For Recommender Systems Graphs Utkarsh Priyam Hemit Shah Edoardo Botta DiffM 61 1 0 23 Sep 2024
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model Zhenhao Jiang Jicong Fan FaML 58 1 0 18 Sep 2024
Incorporating Classifier-Free Guidance in Diffusion Model-Based Recommendation Noah Buchanan Susan Gauch Quan Mai DiffM VLM 86 1 0 16 Sep 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 114 11 0 30 Aug 2024
Fair Augmentation for Graph Collaborative Filtering Ludovico Boratto Francesco Fabbri Gianni Fenu Mirko Marras Giacomo Medda 99 2 0 22 Aug 2024
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation Chu Zhao Enneng Yang Yuliang Liang Pengxiang Lan Yuting Liu Jianzhe Zhao Guibing Guo Xingwei Wang OOD DiffM CML 237 8 0 01 Aug 2024
Link Prediction in Bipartite Networks Sükrü Demir Inan Özer Günce Keziban Orman Vincent Labatut 47 2 0 10 Jun 2024
RecDiff: Diffusion Model for Social Recommendation Zongwei Li Lianghao Xia Chao Huang 102 17 0 01 Jun 2024
Balancing User Preferences by Social Networks: A Condition-Guided Social Recommendation Model for Mitigating Popularity Bias Xingbo He Wenqi Fan Ruobing Wang Yili Wang Ying Wang Shirui Pan Xin Wang CML 67 2 0 27 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 121 43 0 29 Apr 2024
Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation Jin-Duk Park Yong-Min Shin Won-Yong Shin 84 8 0 22 Apr 2024
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity Yukui Hou Jin-Duk Park Won-Yong Shin 97 13 0 22 Apr 2024
DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation Yuan Gao Haokun Chen Xiang Wang Zhicai Wang Xue Wang Jinyang Gao Bolin Ding 74 6 0 05 Feb 2024
ToDA: Target-oriented Diffusion Attacker against Recommendation System Xiaohao Liu Zhulin Tao Ting Jiang He Chang Yunshan Ma Yinwei Wei Xianglin Huang DiffM AAML 92 4 0 23 Jan 2024
Graph Signal Diffusion Model for Collaborative Filtering Yunqin Zhu Chao Wang Qi Zhang Hui Xiong DiffM 95 11 0 15 Nov 2023
Multi-Resolution Diffusion for Privacy-Sensitive Recommender Systems Derek Lilienthal Paul Mello Magdalini Eirinaki Stas Tiomkin SyDa DiffM 95 5 0 06 Nov 2023
CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation Yang Zhang Fuli Feng Jizhi Zhang Keqin Bao Qifan Wang Xiangnan He 82 87 0 30 Oct 2023
RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation Gabriel Bénédict Olivier Jeunen Samuele Papa Samarth Bhargav Daan Odijk Maarten de Rijke DiffM 86 10 0 15 Jun 2023
A Comprehensive Survey on Generative Diffusion Models for Structured Data Heejoon Koo To Eun Kim DiffM MedIm 69 7 0 07 Jun 2023
Exploring and Exploiting Data Heterogeneity in Recommendation Zimu Wang Jiashuo Liu Hao Zou Xingxuan Zhang Yue He Dongxu Liang Peng Cui 84 2 0 21 May 2023