Image de couverture de livre

FineRec:Exploring Fine-grained Sequential Recommendation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Xiaokun, Xu, Bo, Wu, Youlin, Zhong, Yuan, Lin, Hongfei, Ma, Fenglong
Format:	Preprint
Publié:	2024
Sujets:	Information Retrieval Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Disentangling ID and Modality Effects for Session-based Recommendation
par: Zhang, Xiaokun, et autres
Publié: (2024)

CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation
par: Wei, Tianxin, et autres
Publié: (2025)

GOT4Rec: Graph of Thoughts for Sequential Recommendation
par: Long, Zewen, et autres
Publié: (2024)

Rethinking Contrastive Learning in Session-based Recommendation
par: Zhang, Xiaokun, et autres
Publié: (2025)

Don't Click the Bait: Title Debiasing News Recommendation via Cross-Field Contrastive Learning
par: Shu, Yijie, et autres
Publié: (2024)

CausalRec: A CausalBoost Attention Model for Sequential Recommendation
par: Hou, Yunbo, et autres
Publié: (2025)

LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation
par: He, Yingzhi, et autres
Publié: (2025)

ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
par: Huang, Jiani, et autres
Publié: (2026)

An Efficient Attention Mechanism for Sequential Recommendation Tasks: HydraRec
par: Mushtaque, Uzma
Publié: (2025)

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation
par: Huang, Lei, et autres
Publié: (2025)

IP2: Entity-Guided Interest Probing for Personalized News Recommendation
par: Wu, Youlin, et autres
Publié: (2025)

AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models
par: Zhang, Tong
Publié: (2025)

A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective
par: Zhang, Xiaokun, et autres
Publié: (2025)

When Transformers Meet Recommenders: Integrating Self-Attentive Sequential Recommendation with Fine-Tuned LLMs
par: Liu, Kechen
Publié: (2025)

MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation
par: Kim, Hyunsoo, et autres
Publié: (2026)

GemiRec: Interest Quantization and Generation for Multi-Interest Recommendation
par: Wu, Zhibo, et autres
Publié: (2025)

Lightweight yet Fine-grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-account Sequential Recommendation
par: Zhang, Jinyu, et autres
Publié: (2024)

Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
par: Cui, Ziqiang, et autres
Publié: (2025)

TTT4Rec: A Test-Time Training Approach for Rapid Adaption in Sequential Recommendation
par: Yang, Zhaoqi, et autres
Publié: (2024)

LLM-RecG: A Semantic Bias-Aware Framework for Zero-Shot Sequential Recommendation
par: Li, Yunzhe, et autres
Publié: (2025)

TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
par: Shin, Yehjin, et autres
Publié: (2025)

MuonRec: Shifting the Optimizer Paradigm Beyond Adam in Scalable Generative Recommendation
par: Shan, Rong, et autres
Publié: (2026)

RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm
par: Zhang, Yabin, et autres
Publié: (2024)

VLM2Rec: Resolving Modality Collapse in Vision-Language Model Embedders for Multimodal Sequential Recommendation
par: Kim, Junyoung, et autres
Publié: (2026)

FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction
par: Wang, Hangyu, et autres
Publié: (2023)

RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation
par: Yu, Xiaohan, et autres
Publié: (2024)

AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
par: Shang, Yu, et autres
Publié: (2025)

ExplainRec: Towards Explainable Multi-Modal Zero-Shot Recommendation with Preference Attribution and Large Language Models
par: Ma, Bo, et autres
Publié: (2025)

GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks
par: Wang, Yejing, et autres
Publié: (2025)

MiniOneRec: An Open-Source Framework for Scaling Generative Recommendation
par: Kong, Xiaoyu, et autres
Publié: (2025)

ThinkRec: Thinking-based recommendation via LLM
par: Yu, Qihang, et autres
Publié: (2025)

RecKG: Knowledge Graph for Recommender Systems
par: Kwon, Junhyuk, et autres
Publié: (2025)

BMLP: Behavior-aware MLP for Heterogeneous Sequential Recommendation
par: Li, Weixin, et autres
Publié: (2024)

Pre-train and Fine-tune: Recommenders as Large Models
par: Jiang, Zhenhao, et autres
Publié: (2025)

GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items
par: Shen, Chenglei, et autres
Publié: (2026)

RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
par: Lei, Yuxuan, et autres
Publié: (2023)

SeqUDA-Rec: Sequential User Behavior Enhanced Recommendation via Global Unsupervised Data Augmentation for Personalized Content Marketing
par: Luo, Ruihan, et autres
Publié: (2025)

MemRec: Collaborative Memory-Augmented Agentic Recommender System
par: Chen, Weixin, et autres
Publié: (2026)

CTRL-Rec: Controlling Recommender Systems With Natural Language
par: Carroll, Micah, et autres
Publié: (2025)

DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems
par: Zhang, Sheng, et autres
Publié: (2024)