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James Caverlee

Towards An Efficient LLM Training Paradigm for CTR Prediction

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Mar 02, 2025
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Federated Conversational Recommender System

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Mar 02, 2025
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Complex LLM Planning via Automated Heuristics Discovery

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Feb 26, 2025
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GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking

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Feb 23, 2025
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Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights

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Feb 18, 2025
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Flow Matching for Collaborative Filtering

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Feb 11, 2025
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Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

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Jan 03, 2025
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Learning Disentangled Equivariant Representation for Explicitly Controllable 3D Molecule Generation

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Dec 19, 2024
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A Survey on LLM Inference-Time Self-Improvement

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Dec 18, 2024
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ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning

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Oct 30, 2024
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