Cover Image

GANPrompt: Enhancing Robustness in LLM-Based Recommendations with GAN-Enhanced Diversity Prompts

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Xinyu, Zhao, Chuang, Zhao, Hongke, Wu, Likang, HE, Ming
Format:	Preprint
Published:	2024
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning
by: Guan, Zhong, et al.
Published: (2024)

Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs
by: Zhao, Chuang, et al.
Published: (2024)

Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems
by: Xiang, Zhichen, et al.
Published: (2024)

LANE: Logic Alignment of Non-tuning Large Language Models and Online Recommendation Systems for Explainable Reason Generation
by: Zhao, Hongke, et al.
Published: (2024)

Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations
by: Wang, Minmao, et al.
Published: (2025)

Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach
by: Zhao, Chuang, et al.
Published: (2024)

Enhancing News Recommendation with Hierarchical LLM Prompting
by: Kieu, Hai-Dang, et al.
Published: (2025)

Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation
by: Zhao, Keyu, et al.
Published: (2025)

WebRec: Enhancing LLM-based Recommendations with Attention-guided RAG from Web
by: Zhao, Zihuai, et al.
Published: (2025)

HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment
by: Li, Guorui, et al.
Published: (2026)

LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
by: Wang, Yuhao, et al.
Published: (2024)

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
by: Lin, Xinyu, et al.
Published: (2023)

Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation
by: Liu, CanYi, et al.
Published: (2024)

Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation
by: Xu, Huayang, et al.
Published: (2025)

Unlocking the Hidden Treasures: Enhancing Recommendations with Unlabeled Data
by: Zhao, Yuhan, et al.
Published: (2024)

Leave No One Behind: Enhancing Diversity While Maintaining Accuracy in Social Recommendation
by: Li, Lei, et al.
Published: (2025)

Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation
by: Zheng, Bowen, et al.
Published: (2024)

Multilingual Prompts in LLM-Based Recommenders: Performance Across Languages
by: Ozsoy, Makbule Gulcin
Published: (2024)

Prompt-Unknown Promotion Attacks against LLM-based Sequential Recommender Systems
by: Zhao, Yuchuan, et al.
Published: (2026)

Legommenders: A Comprehensive Content-Based Recommendation Library with LLM Support
by: Liu, Qijiong, et al.
Published: (2024)

A Practice-Friendly LLM-Enhanced Paradigm with Preference Parsing for Sequential Recommendation
by: Liu, Dugang, et al.
Published: (2024)

An Efficient Continuous Control Perspective for Reinforcement-Learning-based Sequential Recommendation
by: Wang, Jun, et al.
Published: (2024)

Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations
by: Zhao, Zihuai, et al.
Published: (2025)

LLM-Powered Nuanced Video Attribute Annotation for Enhanced Recommendations
by: Long, Boyuan, et al.
Published: (2025)

EnhancedRL: An Enhanced-State Reinforcement Learning Algorithm for Multi-Task Fusion in Recommender Systems
by: Liu, Peng, et al.
Published: (2024)

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

LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization
by: Luo, Hailong, et al.
Published: (2025)

Enhancing Hotel Recommendations with AI: LLM-Based Review Summarization and Query-Driven Insights
by: Belibasakis, Nikolaos, et al.
Published: (2025)

Improving Conversational Recommendation with Contextual Adaptation of External Recommenders and LLM-based Reranking
by: Li, Chuang, et al.
Published: (2025)

Basket-Enhanced Heterogenous Hypergraph for Price-Sensitive Next Basket Recommendation
by: Zhou, Yuening, et al.
Published: (2024)

Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation
by: Wang, Chengbing, et al.
Published: (2024)

FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
by: Yuan, Wei, et al.
Published: (2024)

LLMDiRec: LLM-Enhanced Intent Diffusion for Sequential Recommendation
by: Chen, Bo-Chian, et al.
Published: (2025)

DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems
by: Chen, Jiaju, et al.
Published: (2024)

FeDecider: An LLM-Based Framework for Federated Cross-Domain Recommendation
by: He, Xinrui, et al.
Published: (2026)

HatLLM: Hierarchical Attention Masking for Enhanced Collaborative Modeling in LLM-based Recommendation
by: Cui, Yu, et al.
Published: (2025)

Robust Multimodal Recommendation via Graph Retrieval-Enhanced Modality Completion
by: Li, Yuan, et al.
Published: (2026)

SymCERE: Symmetric Contrastive Learning for Robust Review-Enhanced Recommendation
by: Suzumura, Toyotaro, et al.
Published: (2025)

Enhancing Long-Term Welfare in Recommender Systems: An Information Revelation Approach
by: Zhao, Xu, et al.
Published: (2025)

Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge
by: Wang, Zihan, et al.
Published: (2025)