:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Tajiri, Manato, Inaba, Michimasa
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval
Online Access:	https://arxiv.org/abs/2508.19918
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Direct Preference Optimization for LLM-Enhanced Recommendation Systems
by: Sun, Chao, et al.
Published: (2024)

On Softmax Direct Preference Optimization for Recommendation
by: Chen, Yuxin, et al.
Published: (2024)

Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation
by: Zhao, Chu, et al.
Published: (2026)

RankGR: Rank-Enhanced Generative Retrieval with Listwise Direct Preference Optimization in Recommendation
by: Fu, Kairui, et al.
Published: (2026)

Vague Preference Policy Learning for Conversational Recommendation
by: Zhang, Gangyi, et al.
Published: (2023)

Reinforced Preference Optimization for Recommendation
by: Tan, Junfei, et al.
Published: (2025)

User Simulator-Guided Multi-Turn Preference Optimization for Reasoning LLM-based Conversational Recommendation
by: Xiang, Xingyuan, et al.
Published: (2026)

Aligning Web Query Generation with Ranking Objectives via Direct Preference Optimization
by: Coelho, João, et al.
Published: (2025)

MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation
by: Dang, Yuzhuo, et al.
Published: (2025)

CTR-Driven Ad Text Generation via Online Feedback Preference Optimization
by: Chen, Yanda, et al.
Published: (2025)

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

Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences
by: Kook, Heejin, et al.
Published: (2025)

Aligning Multimodal Sequential Recommendations via Robust Direct Preference Optimization with Sparse MoE
by: Huang, Hejin, et al.
Published: (2026)

Reinforced Preference Optimization for Reasoning-Augmented Recommendations
by: Gao, Jingtong, et al.
Published: (2026)

Generative Conversational Recommender System
by: Zhang, Sixiao, et al.
Published: (2026)

Integrating Vision-Centric Text Understanding for Conversational Recommender Systems
by: Yuan, Wei, et al.
Published: (2026)

Optimizing Conversational Product Recommendation via Reinforcement Learning
by: Liu, Kang
Published: (2025)

On Negative-aware Preference Optimization for Recommendation
by: Ding, Chenlu, et al.
Published: (2025)

Generating Usage-related Questions for Preference Elicitation in Conversational Recommender Systems
by: Kostric, Ivica, et al.
Published: (2021)

Multimodal Recommendation via Self-Corrective Preference Alignmen
by: Guan, Yalong, et al.
Published: (2025)

Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
by: Hu, Guoqing, et al.
Published: (2025)

Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation
by: Wang, Yu, et al.
Published: (2025)

DynamicPO: Dynamic Preference Optimization for Recommendation
by: Hu, Xingyu, et al.
Published: (2026)

TPMM-DPO: Trajectory-aware Preference-guided Model Merging for Iterative Direct Preference Optimization
by: Fu, Lingling, et al.
Published: (2026)

Recurrent Preference Memory for Efficient Long-Sequence Generative Recommendation
by: Chen, Yixiao, et al.
Published: (2026)

Preference Trajectory Modeling via Flow Matching for Sequential Recommendation
by: Li, Li, et al.
Published: (2025)

DiffuReason: Bridging Latent Reasoning and Generative Refinement for Sequential Recommendation
by: Jiang, Jie, et al.
Published: (2026)

Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval
by: Palumbo, Enrico, et al.
Published: (2025)

Listwise Preference Alignment Optimization for Tail Item Recommendation
by: Li, Zihao, et al.
Published: (2025)

Multi-Domain Recommendation to Attract Users via Domain Preference Modeling
by: Ju, Hyunjun, et al.
Published: (2024)

Breaking the Clusters: Uniformity-Optimization for Text-Based Sequential Recommendation
by: Chen, Wuhan, et al.
Published: (2025)

Flexible Generation of Preference Data for Recommendation Analysis
by: Mungari, Simone, et al.
Published: (2024)

Proactive Recommendation with Iterative Preference Guidance
by: Bi, Shuxian, et al.
Published: (2024)

FashionDPO:Fine-tune Fashion Outfit Generation Model using Direct Preference Optimization
by: Yu, Mingzhe, et al.
Published: (2025)

Federated Conversational Recommender System
by: Lin, Allen, et al.
Published: (2025)

Should We Tailor the Talk? Understanding the Impact of Conversational Styles on Preference Elicitation in Conversational Recommender Systems
by: Kostric, Ivica, et al.
Published: (2025)

OneRec-Think: In-Text Reasoning for Generative Recommendation
by: Liu, Zhanyu, et al.
Published: (2025)

OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
by: Deng, Jiaxin, et al.
Published: (2025)

RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative Recommendation
by: Huang, Yulei, et al.
Published: (2026)

A Text-Based Recommender System that Leverages Explicit Affective State Preferences
by: Hasan, Tonmoy, et al.
Published: (2025)