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Yao Ma

Towards Graph Foundation Models: A Transferability Perspective

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Mar 12, 2025
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Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation

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Feb 26, 2025
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Unifying and Optimizing Data Values for Selection via Sequential-Decision-Making

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Feb 06, 2025
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Reinforcement Learning for Quantum Circuit Design: Using Matrix Representations

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Jan 27, 2025
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Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study

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Dec 23, 2024
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Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation

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Nov 11, 2024
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A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

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Nov 04, 2024
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Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation

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Sep 26, 2024
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Do Neural Scaling Laws Exist on Graph Self-Supervised Learning?

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Aug 20, 2024
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Structure-based Drug Design Benchmark: Do 3D Methods Really Dominate?

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Jun 04, 2024
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