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Xinyu Ma

Replication and Exploration of Generative Retrieval over Dynamic Corpora

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Apr 24, 2025
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TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning

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Apr 11, 2025
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CoRanking: Collaborative Ranking with Small and Large Ranking Agents

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Apr 01, 2025
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DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding

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Mar 17, 2025
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When Data Manipulation Meets Attack Goals: An In-depth Survey of Attacks for VLMs

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Feb 10, 2025
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Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

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Jan 25, 2025
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DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing

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Jan 24, 2025
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Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation

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Jan 04, 2025
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Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning

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Dec 23, 2024
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Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models

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Dec 19, 2024
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