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Ruofan Wu

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Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures

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May 17, 2025
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The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization

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May 09, 2025
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Are Large Language Models In-Context Graph Learners?

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Feb 19, 2025
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Revisiting and Benchmarking Graph Autoencoders: A Contrastive Learning Perspective

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Oct 14, 2024
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Ultra-imbalanced classification guided by statistical information

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Sep 06, 2024
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Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective

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Jun 20, 2024
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State Space Models on Temporal Graphs: A First-Principles Study

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Jun 03, 2024
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On provable privacy vulnerabilities of graph representations

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Feb 06, 2024
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LasTGL: An Industrial Framework for Large-Scale Temporal Graph Learning

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Nov 30, 2023
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Mitigating Estimation Errors by Twin TD-Regularized Actor and Critic for Deep Reinforcement Learning

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Nov 07, 2023
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