Flow Matching based Sequential Recommender Model

22 May 2025

Papers citing "Flow Matching based Sequential Recommender Model"

24 / 24 papers shown

Title
Dual Conditional Diffusion Models for Sequential Recommendation Hongtao Huang Chengkai Huang Xiaojun Chang Wen Hu Lina Yao Julian McAuley Lina Yao DiffM 60 3 0 29 Oct 2024
DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models Wuchao Li Rui Huang Haijun Zhao Chi Liu Kai Zheng ... Defu Lian Yang Song Wentian Bao Enyun Yu Wenwu Ou DiffM 51 11 0 22 Aug 2024
Step-by-Step Diffusion: An Elementary Tutorial Preetum Nakkiran Arwen Bradley Hattie Zhou Madhu Advani DiffM 48 9 0 13 Jun 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 216 1,244 0 05 Mar 2024
AutoSeqRec: Autoencoder for Efficient Sequential Recommendation Sijia Liu Jiahao Liu Hansu Gu Dongsheng Li Tun Lu Peng Zhang Ning Gu 43 18 0 14 Aug 2023
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation Tong Wu Zhihao Fan Xiao Liu Yeyun Gong Yelong Shen ... Juntao Li Zhongyu Wei Jian Guo Nan Duan Weizhu Chen VLM 99 58 0 16 May 2023
Graph Masked Autoencoder for Sequential Recommendation Yaowen Ye Lianghao Xia Chao Huang 62 41 0 08 May 2023
Conditional Denoising Diffusion for Sequential Recommendation Yu Wang Zhiwei Liu Liangwei Yang Philip S. Yu DiffM 33 25 0 22 Apr 2023
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 83 325 0 17 Oct 2022
Flow Matching for Generative Modeling Y. Lipman Ricky T. Q. Chen Heli Ben-Hamu Maximilian Nickel Matt Le OOD 143 1,189 0 06 Oct 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 134 960 0 07 Sep 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian D. Weilbach Frank Wood DiffM BDL VGen 200 293 0 23 May 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 158 1,563 0 07 Apr 2022
GAN-based Matrix Factorization for Recommender Systems Ervin Dervishaj Paolo Cremonesi 28 14 0 20 Jan 2022
Sequential Recommendation via Stochastic Self-Attention Ziwei Fan Zhiwei Liu Alice Wang Zahra Nazari Lei Zheng Hao Peng Philip S. Yu AI4TS 53 141 0 16 Jan 2022
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 251 3,621 0 18 Feb 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 186 7,166 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 396 17,550 0 19 Jun 2020
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 148 2,129 0 14 Apr 2019
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Jiaxi Tang Ke Wang BDL 61 1,682 0 19 Sep 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 120 2,390 0 20 Aug 2018
News Session-Based Recommendations using Deep Neural Networks Gabriel de Souza P. Moreira F. Ferreira A. Cunha 33 81 0 31 Jul 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 526 129,831 0 12 Jun 2017
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 62 2,055 0 21 Nov 2015