GemiRec: Interest Quantization and Generation for Multi-Interest Recommendation
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Zhibo, Wu, Yunfan, Liu, Quan, Jiang, Lin, Yang, Ping, Hu, Yao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Causality Enhancement for Cross-Domain Recommendation
by: Wu, Zhibo, et al.
Published: (2025)
by: Wu, Zhibo, et al.
Published: (2025)
CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs
by: Sun, Yi, et al.
Published: (2024)
by: Sun, Yi, et al.
Published: (2024)
Iterative Semantic Reasoning from Individual to Group Interests for Generative Recommendation with LLMs
by: Zhu, Xiaofei, et al.
Published: (2026)
by: Zhu, Xiaofei, et al.
Published: (2026)
Long-Term Interest Clock: Fine-Grained Time Perception in Streaming Recommendation System
by: Zhu, Yongchun, et al.
Published: (2025)
by: Zhu, Yongchun, et al.
Published: (2025)
Point of Interest Recommendation: Pitfalls and Viable Solutions
by: Bellogín, Alejandro, et al.
Published: (2025)
by: Bellogín, Alejandro, et al.
Published: (2025)
LLMs for User Interest Exploration in Large-scale Recommendation Systems
by: Wang, Jianling, et al.
Published: (2024)
by: Wang, Jianling, et al.
Published: (2024)
Denoising Long- and Short-term Interests for Sequential Recommendation
by: Zhang, Xinyu, et al.
Published: (2024)
by: Zhang, Xinyu, et al.
Published: (2024)
Dynamic Forgetting and Spatio-Temporal Periodic Interest Modeling for Local-Life Service Recommendation
by: Hu, Zhaoyu, et al.
Published: (2025)
by: Hu, Zhaoyu, et al.
Published: (2025)
SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation
by: Shen, Kaiming, et al.
Published: (2024)
by: Shen, Kaiming, et al.
Published: (2024)
EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation
by: Huang, Lei, et al.
Published: (2024)
by: Huang, Lei, et al.
Published: (2024)
Cross-Scenario Unified Modeling of User Interests at Billion Scale
by: Xu, Manjie, et al.
Published: (2025)
by: Xu, Manjie, et al.
Published: (2025)
Efficient Sequential Recommendation for Long Term User Interest Via Personalization
by: Zhang, Qiang, et al.
Published: (2026)
by: Zhang, Qiang, et al.
Published: (2026)
FineRec:Exploring Fine-grained Sequential Recommendation
by: Zhang, Xiaokun, et al.
Published: (2024)
by: Zhang, Xiaokun, et al.
Published: (2024)
GOT4Rec: Graph of Thoughts for Sequential Recommendation
by: Long, Zewen, et al.
Published: (2024)
by: Long, Zewen, et al.
Published: (2024)
ExplainRec: Towards Explainable Multi-Modal Zero-Shot Recommendation with Preference Attribution and Large Language Models
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
Dual-Phase Playtime-guided Recommendation: Interest Intensity Exploration and Multimodal Random Walks
by: Zhang, Jingmao, et al.
Published: (2025)
by: Zhang, Jingmao, et al.
Published: (2025)
InBox: Recommendation with Knowledge Graph using Interest Box Embedding
by: Xu, Zezhong, et al.
Published: (2024)
by: Xu, Zezhong, et al.
Published: (2024)
Large Language Models for Next Point-of-Interest Recommendation
by: Li, Peibo, et al.
Published: (2024)
by: Li, Peibo, et al.
Published: (2024)
MiniOneRec: An Open-Source Framework for Scaling Generative Recommendation
by: Kong, Xiaoyu, et al.
Published: (2025)
by: Kong, Xiaoyu, et al.
Published: (2025)
Analysis and Design of a Personalized Recommendation System Based on a Dynamic User Interest Model
by: Mao, Chunyan, et al.
Published: (2024)
by: Mao, Chunyan, et al.
Published: (2024)
ADS-POI: Agentic Spatiotemporal State Decomposition for Next Point-of-Interest Recommendation
by: Yu, Zhenyu, et al.
Published: (2026)
by: Yu, Zhenyu, et al.
Published: (2026)
AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization
by: Wu, Xidong, et al.
Published: (2026)
by: Wu, Xidong, et al.
Published: (2026)
Q-BERT4Rec: Quantized Semantic-ID Representation Learning for Multimodal Recommendation
by: Huang, Haofeng, et al.
Published: (2025)
by: Huang, Haofeng, et al.
Published: (2025)
ChainRec: An Agentic Recommender Learning to Route Tool Chains for Diverse and Evolving Interests
by: Li, Fuchun, et al.
Published: (2026)
by: Li, Fuchun, et al.
Published: (2026)
RecBundle: A Next-Generation Geometric Paradigm for Explainable Recommender Systems
by: Wang, Hui, et al.
Published: (2026)
by: Wang, Hui, et al.
Published: (2026)
CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation
by: Wei, Tianxin, et al.
Published: (2025)
by: Wei, Tianxin, et al.
Published: (2025)
MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling
by: Yan, Bencheng, et al.
Published: (2025)
by: Yan, Bencheng, et al.
Published: (2025)
R3-REC: Reasoning-Driven Recommendation via Retrieval-Augmented LLMs over Multi-Granular Interest Signals
by: Miao, Yuchen, et al.
Published: (2026)
by: Miao, Yuchen, et al.
Published: (2026)
MuonRec: Shifting the Optimizer Paradigm Beyond Adam in Scalable Generative Recommendation
by: Shan, Rong, et al.
Published: (2026)
by: Shan, Rong, et al.
Published: (2026)
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
by: Shang, Yu, et al.
Published: (2025)
by: Shang, Yu, et al.
Published: (2025)
RecMind: Large Language Model Powered Agent For Recommendation
by: Wang, Yancheng, et al.
Published: (2023)
by: Wang, Yancheng, et al.
Published: (2023)
Multi-Aspect Cross-modal Quantization for Generative Recommendation
by: Zhang, Fuwei, et al.
Published: (2025)
by: Zhang, Fuwei, et al.
Published: (2025)
IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
by: Wu, Wenhao, et al.
Published: (2025)
by: Wu, Wenhao, et al.
Published: (2025)
Generative Long-term User Interest Modeling for Click-Through Rate Prediction
by: Shao, Jiangli, et al.
Published: (2026)
by: Shao, Jiangli, et al.
Published: (2026)
RecSys Arena: Pair-wise Recommender System Evaluation with Large Language Models
by: Wu, Zhuo, et al.
Published: (2024)
by: Wu, Zhuo, et al.
Published: (2024)
ELASTIC: Efficient Linear Attention for Sequential Interest Compression
by: Deng, Jiaxin, et al.
Published: (2024)
by: Deng, Jiaxin, et al.
Published: (2024)
Diffusion Model for Interest Refinement in Multi-Interest Recommendation
by: Le, Yankun, et al.
Published: (2025)
by: Le, Yankun, et al.
Published: (2025)
LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation
by: Zou, Yanyan, et al.
Published: (2026)
by: Zou, Yanyan, et al.
Published: (2026)
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
by: Lei, Yuxuan, et al.
Published: (2023)
by: Lei, Yuxuan, et al.
Published: (2023)
Similar Items
-
Causality Enhancement for Cross-Domain Recommendation
by: Wu, Zhibo, et al.
Published: (2025) -
CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs
by: Sun, Yi, et al.
Published: (2024) -
Iterative Semantic Reasoning from Individual to Group Interests for Generative Recommendation with LLMs
by: Zhu, Xiaofei, et al.
Published: (2026) -
Long-Term Interest Clock: Fine-Grained Time Perception in Streaming Recommendation System
by: Zhu, Yongchun, et al.
Published: (2025) -
Point of Interest Recommendation: Pitfalls and Viable Solutions
by: Bellogín, Alejandro, et al.
Published: (2025)