Saved in:
| Main Authors: | Ziv, Itzhak, Unger, Moshe, Geva, Hilah |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2601.02362 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Breaking the Information Silo: Semantic Personas for Cross-Domain Recommendation
by: Mayo, Jonathan, et al.
Published: (2026)
by: Mayo, Jonathan, et al.
Published: (2026)
CARTS: Collaborative Agents for Recommendation Textual Summarization
by: Chen, Jiao, et al.
Published: (2025)
by: Chen, Jiao, et al.
Published: (2025)
Enhancing Recommender Systems Using Textual Embeddings from Pre-trained Language Models
by: Le, Ngoc Luyen, et al.
Published: (2025)
by: Le, Ngoc Luyen, et al.
Published: (2025)
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review
by: Vats, Arpita, et al.
Published: (2024)
by: Vats, Arpita, et al.
Published: (2024)
Towards Bridging Review Sparsity in Recommendation with Textual Edge Graph Representation
by: Wang, Leyao, et al.
Published: (2025)
by: Wang, Leyao, et al.
Published: (2025)
TEARS: Textual Representations for Scrutable Recommendations
by: Penaloza, Emiliano, et al.
Published: (2024)
by: Penaloza, Emiliano, et al.
Published: (2024)
Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models
by: Li, Ling, et al.
Published: (2023)
by: Li, Ling, et al.
Published: (2023)
AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms
by: Yan, Yuwei, et al.
Published: (2025)
by: Yan, Yuwei, et al.
Published: (2025)
Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond
by: Wang, Qi, et al.
Published: (2024)
by: Wang, Qi, et al.
Published: (2024)
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)
Memory Assisted LLM for Personalized Recommendation System
by: Chen, Jiarui
Published: (2025)
by: Chen, Jiarui
Published: (2025)
Towards LLM-Enhanced Group Recommender Systems
by: Lubos, Sebastian, et al.
Published: (2025)
by: Lubos, Sebastian, et al.
Published: (2025)
LLM-Powered User Simulator for Recommender System
by: Zhang, Zijian, et al.
Published: (2024)
by: Zhang, Zijian, et al.
Published: (2024)
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System
by: Zheng, Lei, et al.
Published: (2024)
by: Zheng, Lei, et al.
Published: (2024)
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
by: Deldjoo, Yashar, et al.
Published: (2024)
by: Deldjoo, Yashar, et al.
Published: (2024)
A Survey on LLM-based News Recommender Systems
by: Wang, Rongyao, et al.
Published: (2025)
by: Wang, Rongyao, et al.
Published: (2025)
A Survey on LLM-powered Agents for Recommender Systems
by: Peng, Qiyao, et al.
Published: (2025)
by: Peng, Qiyao, et al.
Published: (2025)
Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View
by: Liao, Hao, et al.
Published: (2025)
by: Liao, Hao, et al.
Published: (2025)
OmniReview: A Large-scale Benchmark and LLM-enhanced Framework for Realistic Reviewer Recommendation
by: Huang, Yehua, et al.
Published: (2026)
by: Huang, Yehua, et al.
Published: (2026)
Performance-Driven QUBO for Recommender Systems on Quantum Annealers
by: Niu, Jiayang, et al.
Published: (2024)
by: Niu, Jiayang, et al.
Published: (2024)
Improving LLM Interpretability and Performance via Guided Embedding Refinement for Sequential Recommendation
by: Jia, Nanshan, et al.
Published: (2025)
by: Jia, Nanshan, et al.
Published: (2025)
Customized Retrieval-Augmented Generation with LLM for Debiasing Recommendation Unlearning
by: Zhang, Haichao, et al.
Published: (2025)
by: Zhang, Haichao, et al.
Published: (2025)
CTRL-Rec: Controlling Recommender Systems With Natural Language
by: Carroll, Micah, et al.
Published: (2025)
by: Carroll, Micah, et al.
Published: (2025)
The Diversity Paradox revisited: Systemic Effects of Feedback Loops in Recommender Systems
by: Barlacchi, Gabriele, et al.
Published: (2026)
by: Barlacchi, Gabriele, et al.
Published: (2026)
Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective
by: Wang, Yubo, et al.
Published: (2025)
by: Wang, Yubo, et al.
Published: (2025)
Token-Efficient Item Representation via Images for LLM Recommender Systems
by: Kim, Kibum, et al.
Published: (2025)
by: Kim, Kibum, et al.
Published: (2025)
LLM-as-a-Judge: Toward World Models for Slate Recommendation Systems
by: Bonin, Baptiste, et al.
Published: (2025)
by: Bonin, Baptiste, et al.
Published: (2025)
LLMRS: Unlocking Potentials of LLM-Based Recommender Systems for Software Purchase
by: John, Angela, et al.
Published: (2024)
by: John, Angela, et al.
Published: (2024)
Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors
by: Geng, Binzong, et al.
Published: (2024)
by: Geng, Binzong, et al.
Published: (2024)
Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
by: Huang, Jiani, et al.
Published: (2025)
by: Huang, Jiani, et al.
Published: (2025)
A Comprehensive Review of Recommender Systems: Transitioning from Theory to Practice
by: Raza, Shaina, et al.
Published: (2024)
by: Raza, Shaina, et al.
Published: (2024)
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
by: Shang, Yu, et al.
Published: (2025)
by: Shang, Yu, et al.
Published: (2025)
LLM-Based User Simulation for Low-Knowledge Shilling Attacks on Recommender Systems
by: Gu, Shengkang, et al.
Published: (2025)
by: Gu, Shengkang, et al.
Published: (2025)
Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems
by: Tang, Heng, et al.
Published: (2025)
by: Tang, Heng, et al.
Published: (2025)
HELM: A Human-Centered Evaluation Framework for LLM-Powered Recommender Systems
by: Mehta, Sushant
Published: (2026)
by: Mehta, Sushant
Published: (2026)
ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation
by: Kim, Sunwoo, et al.
Published: (2025)
by: Kim, Sunwoo, et al.
Published: (2025)
CUPID: A Real-Time Session-Based Reciprocal Recommendation System for a One-on-One Social Discovery Platform
by: Kim, Beomsu, et al.
Published: (2024)
by: Kim, Beomsu, et al.
Published: (2024)
Green Recommender Systems: Optimizing Dataset Size for Energy-Efficient Algorithm Performance
by: Arabzadeh, Ardalan, et al.
Published: (2024)
by: Arabzadeh, Ardalan, et al.
Published: (2024)
Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation
by: Zhao, Keyu, et al.
Published: (2025)
by: Zhao, Keyu, et al.
Published: (2025)
Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
by: Kim, Sein, et al.
Published: (2026)
by: Kim, Sein, et al.
Published: (2026)
Similar Items
-
Breaking the Information Silo: Semantic Personas for Cross-Domain Recommendation
by: Mayo, Jonathan, et al.
Published: (2026) -
CARTS: Collaborative Agents for Recommendation Textual Summarization
by: Chen, Jiao, et al.
Published: (2025) -
Enhancing Recommender Systems Using Textual Embeddings from Pre-trained Language Models
by: Le, Ngoc Luyen, et al.
Published: (2025) -
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review
by: Vats, Arpita, et al.
Published: (2024) -
Towards Bridging Review Sparsity in Recommendation with Textual Edge Graph Representation
by: Wang, Leyao, et al.
Published: (2025)