Imagen de Portada

Text-Guided Visual Representation Learning for Robust Multimodal E-Commerce Recommendation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Guo, Yufei, Ma, Jing, Zhang, Tianlu, Yang, Shijie, Zang, Yanlong, Ding, Weijie, Gong, Pinghua, Han, Jungong
Formato:	Preprint
Publicado:	2026
Materias:	Information Retrieval
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation
por: Hao, Xuegang, et al.
Publicado: (2025)

STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation
por: Xu, Cong, et al.
Publicado: (2024)

UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion
por: Liang, Zihan, et al.
Publicado: (2025)

Beyond Text: Aligning Vision and Language for Multimodal E-Commerce Retrieval
por: Zhang, Qujiaheng, et al.
Publicado: (2026)

Modality Reliability Guided Multimodal Recommendation
por: Dong, Xue, et al.
Publicado: (2025)

Towards Robustness Analysis of E-Commerce Ranking System
por: Wang, Ningfei, et al.
Publicado: (2024)

IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
por: Wu, Wenhao, et al.
Publicado: (2025)

Click A, Buy B: Rethinking Conversion Attribution in E- Commerce Recommendations
por: Zeng, Xiangyu, et al.
Publicado: (2025)

Decoupled Residual Quantization for Robust Semantic IDs in Recommendation
por: Wang, Xuesi, et al.
Publicado: (2026)

OneMall: One Architecture, More Scenarios -- End-to-End Generative Recommender Family at Kuaishou E-Commerce
por: Zhang, Kun, et al.
Publicado: (2026)

Behavior-Guided Candidate Calibration for Multimodal Recommendation
por: Li, Zesheng, et al.
Publicado: (2026)

Causality-Inspired Fair Representation Learning for Multimodal Recommendation
por: Chen, Weixin, et al.
Publicado: (2023)

Understanding Internal Representations of Recommendation Models with Sparse Autoencoders
por: Wang, Jiayin, et al.
Publicado: (2024)

QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors
por: Zhang, Kepu, et al.
Publicado: (2025)

Optimizing Product Deduplication in E-Commerce with Multimodal Embeddings
por: Kulunk, Aysenur, et al.
Publicado: (2025)

MOSAIC: Multimodal Multistakeholder-aware Visual Art Recommendation
por: Yilma, Bereket A., et al.
Publicado: (2024)

Multimodal Difference Learning for Sequential Recommendation
por: Li, Changhong, et al.
Publicado: (2024)

Research on E-Commerce Long-Tail Product Recommendation Mechanism Based on Large-Scale Language Models
por: Lu, Qingyi, et al.
Publicado: (2025)

NoteLLM-2: Multimodal Large Representation Models for Recommendation
por: Zhang, Chao, et al.
Publicado: (2024)

Visual Zero-Shot E-Commerce Product Attribute Value Extraction
por: Gong, Jiaying, et al.
Publicado: (2025)

MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation
por: Kim, Hyunsoo, et al.
Publicado: (2024)

Multimodal Representation-disentangled Information Bottleneck for Multimodal Recommendation
por: Wang, Hui, et al.
Publicado: (2025)

E-Commerce Product Recommendation System based on ML Algorithms
por: Haque, Md. Zahurul
Publicado: (2024)

Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation
por: Wang, Yueqi, et al.
Publicado: (2024)

Learning ID-free Item Representation with Token Crossing for Multimodal Recommendation
por: Zhang, Kangning, et al.
Publicado: (2024)

Dreaming User Multimodal Representation Guided by The Platonic Representation Hypothesis for Micro-Video Recommendation
por: Lin, Chengzhi, et al.
Publicado: (2024)

Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
por: Li, Zhenyang, et al.
Publicado: (2023)

Clicks Versus Conversion: Choosing a Recommender's Training Objective in E-Commerce
por: Weiss, Michael, et al.
Publicado: (2025)

GREAT: Guiding Query Generation with a Trie for Recommending Related Search about Video at Kuaishou
por: Shao, Ninglu, et al.
Publicado: (2025)

E-CARE: An Efficient LLM-based Commonsense-Augmented Framework for E-Commerce
por: Zhang, Ge, et al.
Publicado: (2025)

A Cascaded Generative Approach for e-Commerce Recommendations
por: Hasani, Moein, et al.
Publicado: (2026)

Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation
por: Wang, Hao, et al.
Publicado: (2025)

Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion
por: Chen, Lijian, et al.
Publicado: (2023)

Generate and Instantiate What You Prefer: Text-Guided Diffusion for Sequential Recommendation
por: Hu, Guoqing, et al.
Publicado: (2024)

Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation
por: Gupta, Muskan, et al.
Publicado: (2024)

RAU: Towards Regularized Alignment and Uniformity for Representation Learning in Recommendation
por: Wu, Xi, et al.
Publicado: (2025)

Coherency Improved Explainable Recommendation via Large Language Model
por: Liu, Shijie, et al.
Publicado: (2025)

IGDMRec: Behavior Conditioned Item Graph Diffusion for Multimodal Recommendation
por: Guo, Ziyuan, et al.
Publicado: (2025)

DREAM: A Dual Representation Learning Model for Multimodal Recommendation
por: Zhang, Kangning, et al.
Publicado: (2024)

Towards Robust Cross-Domain Recommendation with Joint Identifiability of User Preference
por: Du, Jing, et al.
Publicado: (2024)