VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback

6 October 2015

Papers citing "VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback"

50 / 163 papers shown

Title
Learning Item Representations Directly from Multimodal Features for Effective Recommendation Xin Zhou Xiaoxiong Zhang Dusit Niyato Zhiqi Shen 63 0 0 08 May 2025
Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios Jiwan Kim Hongseok Kang Sein Kim Kibum Kim Chanyoung Park 32 0 0 23 Apr 2025
Modality Reliability Guided Multimodal Recommendation Xue Dong Xuemeng Song Na Zheng Sicheng Zhao Guiguang Ding NoLa 48 0 0 23 Apr 2025
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Chengkai Huang Hongtao Huang Tong Yu Kaige Xie Junda Wu Shuai Zhang Julian McAuley Dietmar Jannach Lina Yao LRM AI4CE 31 0 0 23 Apr 2025
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration Yiming Li Hanwen Du You Li Junchen Fu Chunxiao Li Ziyi Zhuang Jiakang Li Yongxin Ni AI4TS 31 0 0 19 Apr 2025
FashionDPO:Fine-tune Fashion Outfit Generation Model using Direct Preference Optimization Mingzhe Yu Yunshan Ma Lei Wu Changshuo Wang Xue Li Lei Meng EGVM 58 0 0 17 Apr 2025
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems Yibiao Wei Jie Zou Weikang Guo Guoqing Wang Xing Xu Yang Yang 50 1 0 15 Apr 2025
StePO-Rec: Towards Personalized Outfit Styling Assistant via Knowledge-Guided Multi-Step Reasoning Yuxi Bi Yunfan Gao Haoyu Wang 43 1 0 14 Apr 2025
HistLLM: A Unified Framework for LLM-Based Multimodal Recommendation with User History Encoding and Compression Chen Zhang Bo Hu Weidong Chen Zhendong Mao 236 0 0 14 Apr 2025
BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation Kaiyuan Li Rui Xiang Yong Bai Yongxiang Tang Yanhua Cheng Xialong Liu Peng Jiang Kun Gai 29 1 0 09 Apr 2025
COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation Jinfeng Xu Zheyu Chen Wei Wang Xiping Hu Sang-Wook Kim Edith C. H. Ngai 46 1 0 06 Apr 2025
Towards Robust Offline Evaluation: A Causal and Information Theoretic Framework for Debiasing Ranking Systems Seyedeh Baharan Khatami Sayan Chakraborty Ruomeng Xu Babak Salimi CML OffRL 32 0 0 04 Apr 2025
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation Hyunsik Jeon Satoshi Koide Yu Wang Zhankui He Julian McAuley VLM 49 0 0 30 Mar 2025
Variational Bayesian Personalized Ranking Bin Liu Xiaohong Liu Q. Luo Ziqiao Shang Jielei Chu Lin Ma Zhaoyu Li Fei Teng Guangtao Zhai Tianrui Li 50 0 0 14 Mar 2025
Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems Kibum Kim Sein Kim Hongseok Kang Jiwan Kim Heewoong Noh Yeonjun In Kanghoon Yoon Jinoh Oh Chanyoung Park 67 0 0 08 Mar 2025
Bridging Domain Gaps between Pretrained Multimodal Models and Recommendations Wenyu Zhang Jie Luo Xinming Zhang Yuan Fang 64 0 0 24 Feb 2025
Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation Weiming Liu Chaochao Chen J. Xu Xinting Liao Fan Wang Xiaolin Zheng Zhihui Fu Ruiguang Pei Jun Wang 58 0 0 22 Feb 2025
Preventing the Popular Item Embedding Based Attack in Federated Recommendations J. Zhang Huan Li Dazhong Rong Yan Zhao Ke Chen Lidan Shou AAML 80 4 0 18 Feb 2025
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization Hongxu Wang Zhu Sun Yingpeng Du Lu Zhang Tiantian He Yew-Soon Ong 61 0 0 18 Feb 2025
Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation Jin-Duk Park Jaemin Yoo Won-Yong Shin 71 1 0 13 Feb 2025
Generating Negative Samples for Multi-Modal Recommendation Yanbiao Ji Yue Ding Dan Luo Chang Liu Jing Tong Shaokai Wu Hongtao Lu 39 2 0 25 Jan 2025
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation Han Liu Yinwei Wei Fan Liu Wenjie Wang Liqiang Nie Tat-Seng Chua 61 17 0 13 Jan 2025
VisualLens: Personalization through Visual History Wang Zhu Deqing Fu Kai Sun Y. Lu Zhaojiang Lin ... Kanika Narang Mustafa Canim Yue Liu Anuj Kumar Xin Luna Dong AI4TS 121 0 0 25 Nov 2024
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation Weiqin Yang Jiawei Chen Xin Xin Sheng Zhou Binbin Hu Yan Feng Chong Chen Can Wang 57 2 0 31 Oct 2024
Modeling Temporal Positive and Negative Excitation for Sequential Recommendation Chengkai Huang Shoujin Wang Xianzhi Wang Lina Yao 69 7 0 29 Oct 2024
Triple Modality Fusion: Aligning Visual, Textual, and Graph Data with Large Language Models for Multi-Behavior Recommendations Luyi Ma Xiaohan Li Zezhong Fan Kai Zhao Jianpeng Xu Praveen Kanumala Kaushiki Nag Sushant Kumar Sushant Kumar Kannan Achan 54 5 0 16 Oct 2024
Sequential LLM Framework for Fashion Recommendation Han Liu Xianfeng Tang Tianlang Chen Jiapeng Liu Indu Indu ... Roberto Fernandez Galan Michael D Porter Dongmei Jia Ke Yang Lian Xiong AI4TS 37 2 0 15 Oct 2024
A Fashion Item Recommendation Model in Hyperbolic Space Ryotaro Shimizu Yu Wang Masanari Kimura Yuki Hirakawa Takashi Wada Yuki Saito Julian McAuley 40 3 0 04 Sep 2024
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Jin-Duk Park Kyung-Min Kim Won-Yong Shin KELM CLL 33 3 0 25 Aug 2024
Adversarial Text Rewriting for Text-aware Recommender Systems Ganesh Ghalme Reshef Meir Srijan Kumar 42 0 0 01 Aug 2024
A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation Zixuan Yi I. Ounis 39 2 0 29 Jul 2024
Modality-Balanced Learning for Multimedia Recommendation Jinghao Zhang Guofan Liu Qiang Liu Shu Wu Liang Wang 29 5 0 26 Jul 2024
GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation Guojiao Lin Xuezhi Wang Dongjie Wang Qingqing Long Yuanchun Zhou Meng Xiao 53 3 0 17 Jul 2024
Learning Translations via Matrix Completion Derry Wijaya Brendan Callahan John Hewitt Jie Gao Xiao Ling Marianna Apidianaki Chris Callison-Burch 39 19 0 19 Jun 2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation Qile Fan Penghang Yu Zhiyi Tan Bing-Kun Bao Guanming Lu 39 1 0 01 Jun 2024
Attention-based sequential recommendation system using multimodal data Hyungtaik Oh Wonkeun Jo Dongil Kim HAI 24 0 0 28 May 2024
Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation Se-eun Yoon Hyunsik Jeon Julian McAuley 40 0 0 23 May 2024
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Alejo López-Ávila Jinhua Du Abbas Shimary Ze Li 49 2 0 16 May 2024
Multimodality Invariant Learning for Multimedia-Based New Item Recommendation Haoyue Bai Le Wu Min Hou Miaomiao Cai Zhuangzhuang He Yuyang Zhou Richang Hong Meng Wang 50 11 0 28 Apr 2024
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond Tianxin Wei Bowen Jin Ruirui Li Hansi Zeng Zhengyang Wang ... Qingyu Yin Hanqing Lu Suhang Wang Jingrui He Xianfeng Tang 57 17 0 15 Mar 2024
PPM : A Pre-trained Plug-in Model for Click-through Rate Prediction Yuanbo Gao Peng Lin Dongyue Wang Feng Mei Xiwei Zhao Sulong Xu Jinghe Hu LRM 23 0 0 15 Mar 2024
Mirror Gradient: Towards Robust Multimodal Recommender Systems via Exploring Flat Local Minima Shan Zhong Zhongzhan Huang Daifeng Li Wushao Wen Jinghui Qin Liang Lin 35 12 0 17 Feb 2024
Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models Yuqing Liu Yu Wang Lichao Sun Philip S. Yu 22 6 0 13 Feb 2024
MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation Yungi Kim Taeri Kim Won-Yong Shin Sang-Wook Kim 33 10 0 15 Dec 2023
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 32 4 0 11 Dec 2023
ID Embedding as Subtle Features of Content and Structure for Multimodal Recommendation Yuting Liu Enneng Yang Yizhou Dang Guibing Guo Qiang Liu Yuliang Liang Linying Jiang Xingwei Wang 34 9 0 10 Nov 2023
AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness Liyao Jiang Chenglin Li Haolan Chen Xiao-Rong Gao Xinwang Zhong Yang Qiu Shani Ye Di Niu 33 0 0 15 Sep 2023
Neuro-Symbolic Recommendation Model based on Logic Query Maonian Wu Bang-Chao Chen Shaojun Zhu Bo Zheng Wei Peng Mingyi Zhang NAI 67 3 0 14 Sep 2023
Pre-trained Neural Recommenders: A Transferable Zero-Shot Framework for Recommendation Systems Junting Wang A. Krishnan Hari Sundaram Yunzhe Li VLM 28 4 0 03 Sep 2023
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond Oren Barkan Tal Reiss Jonathan Weill Ori Katz Roy Hirsch Itzik Malkiel Noam Koenigstein 47 6 0 28 Aug 2023