Cover Image

TME-PSR: Time-aware, Multi-interest, and Explanation Personalization for Sequential Recommendation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Qingzhuo, Wen, Leilei, Chen, Juntao, Peng, Kunyu, Qin, Ruiyang, Wei, Zhihua, Shen, Wen
Format:	Preprint
Published:	2026
Subjects:	Information Retrieval Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation
by: Zhang, Shengzhe, et al.
Published: (2025)

Debiasing Sequential Recommendation with Time-aware Inverse Propensity Scoring
by: Huang, Sirui, et al.
Published: (2026)

Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation
by: Su, Jiajie, et al.
Published: (2024)

Gated Rotary-Enhanced Linear Attention with Rank Modulation for Long-term Sequential Recommendation
by: Hu, Juntao, et al.
Published: (2025)

PRECISE: Pre-training Sequential Recommenders with Collaborative and Semantic Information
by: Song, Chonggang, et al.
Published: (2024)

LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation
by: Qiao, Shutong, et al.
Published: (2024)

Slow Thinking for Sequential Recommendation
by: Zhang, Junjie, et al.
Published: (2025)

BMLP: Behavior-aware MLP for Heterogeneous Sequential Recommendation
by: Li, Weixin, et al.
Published: (2024)

Personalized News Recommendation with Multi-granularity Candidate-aware User Modeling
by: Li, Qiang, et al.
Published: (2025)

Prompt-based Multi-interest Learning Method for Sequential Recommendation
by: Dong, Xue, et al.
Published: (2024)

Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation
by: Zheng, Bowen, et al.
Published: (2024)

Efficient Sequential Recommendation for Long Term User Interest Via Personalization
by: Zhang, Qiang, et al.
Published: (2026)

Dual Conditional Diffusion Models for Sequential Recommendation
by: Huang, Hongtao, et al.
Published: (2024)

Bridging Behavior and Semantics for Time-aware Cross-Domain Sequential Recommendation
by: Qin, Zhida, et al.
Published: (2026)

MALLOC: Benchmarking the Memory-aware Long Sequence Compression for Large Sequential Recommendation
by: Yu, Qihang, et al.
Published: (2026)

Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation
by: Han, Jinkun, et al.
Published: (2025)

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation
by: Tang, Jiakai, et al.
Published: (2025)

Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation
by: Zhang, Yang, et al.
Published: (2024)

Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders
by: Chai, Zheng, et al.
Published: (2025)

Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework
by: Xi, Dongbo, et al.
Published: (2024)

Multimodal Enhancement of Sequential Recommendation
by: Sahyouni, Bucher, et al.
Published: (2026)

ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning
by: Bismay, Millennium, et al.
Published: (2024)

HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation
by: Zhou, Jingyi, et al.
Published: (2025)

Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation
by: Wang, Hao, et al.
Published: (2024)

Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation
by: Qiao, Shutong, et al.
Published: (2024)

Rethinking Purity and Diversity in Multi-Behavior Sequential Recommendation from the Frequency Perspective
by: Han, Yongqiang, et al.
Published: (2025)

RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm
by: Zhang, Yabin, et al.
Published: (2024)

SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation
by: Shen, Kaiming, et al.
Published: (2024)

Learning Graph ODE for Continuous-Time Sequential Recommendation
by: Qin, Yifang, et al.
Published: (2023)

A Model-based Multi-Agent Personalized Short-Video Recommender System
by: Zhou, Peilun, et al.
Published: (2024)

Intent-Enhanced Data Augmentation for Sequential Recommendation
by: Chen, Shuai, et al.
Published: (2024)

Unbiased Rectification for Sequential Recommender Systems Under Fake Orders
by: Qin, Qiyu, et al.
Published: (2026)

TokenFormer: Unify the Multi-Field and Sequential Recommendation Worlds
by: Zhou, Yifeng, et al.
Published: (2026)

HMamba: Hyperbolic Mamba for Sequential Recommendation
by: Zhang, Qianru, et al.
Published: (2025)

Parallel Latent Reasoning for Sequential Recommendation
by: Tang, Jiakai, et al.
Published: (2026)

HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling
by: Chen, Junyi, et al.
Published: (2024)

SeqUDA-Rec: Sequential User Behavior Enhanced Recommendation via Global Unsupervised Data Augmentation for Personalized Content Marketing
by: Luo, Ruihan, et al.
Published: (2025)

Personalized Prompt for Sequential Recommendation
by: Wu, Yiqing, et al.
Published: (2022)

Distance-aware Self-adaptive Graph Convolution for Fine-grained Hierarchical Recommendation
by: Huang, Tao, et al.
Published: (2025)

Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
by: Li, Lei, et al.
Published: (2024)