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 32 0 0 02 Apr 2025
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation Yuqi Sun Q. Liu Haiping Zhu Feng Tian 56 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 28 0 0 03 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Q. Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Bill Xu Feng Tian 23 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 63 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 Q. Liu 25 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 31 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 16 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 35 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 Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 26 7 0 29 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 18 9 0 04 Apr 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley A. Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 26 40 0 31 Mar 2024
Graph Signal Diffusion Model for Collaborative Filtering Yunqin Zhu Chao Wang Qi Zhang Hui Xiong DiffM 10 8 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 37 31 0 12 Mar 2023
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 166 768 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 88 143 0 02 May 2021