Diffusion Augmentation for Sequential Recommendation

Diffusion Augmentation for Sequential Recommendation

22 September 2023

Xiangyu Zhao

Ruiming Tang

Papers citing "Diffusion Augmentation for Sequential Recommendation"

16 / 16 papers shown

Title
Hyperbolic Diffusion Recommender Model Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 36 1 0 02 Apr 2025
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation Yuqi Sun Qiang Liu Haiping Zhu Feng Tian 60 0 0 16 Mar 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 38 1 0 03 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Qiang Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Xu Feng Tian 36 0 0 31 Dec 2024
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing Haiping Ma Aoqing Xia Changqian Wang Hai Wang Xingyi Zhang DiffM 73 1 0 19 Nov 2024
GPRec: Bi-level User Modeling for Deep Recommenders Yejing Wang Dong Xu Xiangyu Zhao Zhiren Mao Peng Xiang Ling Yan Yao Hu Zijian Zhang Xuetao Wei Qiang Liu 40 3 0 28 Oct 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 41 9 0 30 Aug 2024
Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning Xiao Han Chen Zhu Xiao Hu Chuan Qin Xiangyu Zhao Hengshu Zhu 28 2 0 24 Jun 2024
Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item Qidong Liu Xian Wu Xiangyu Zhao Yejing Wang Zijian Zhang Feng Tian Yefeng Zheng 43 11 0 31 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Keli Zhang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 37 39 0 29 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 37 9 0 04 Apr 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley Anton Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 28 40 0 31 Mar 2024
Graph Signal Diffusion Model for Collaborative Filtering Yunqin Zhu Chao Wang Qi Zhang Hui Xiong DiffM 28 10 0 15 Nov 2023
Diffusion Models for Non-autoregressive Text Generation: A Survey Yifan Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen MedIm DiffM 45 32 0 12 Mar 2023
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 777 0 27 May 2022
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 111 145 0 02 May 2021