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Junda Wu

A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms

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Apr 23, 2025
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In-context Ranking Preference Optimization

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Apr 21, 2025
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From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System

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Apr 21, 2025
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A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models

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Apr 09, 2025
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Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models

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Mar 20, 2025
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Active Learning for Direct Preference Optimization

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Mar 03, 2025
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Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent

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Feb 17, 2025
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From Selection to Generation: A Survey of LLM-based Active Learning

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Feb 17, 2025
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Interactive Visualization Recommendation with Hier-SUCB

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Feb 06, 2025
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GUI Agents: A Survey

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Dec 18, 2024
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