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Hui Guan

ProTrain: Efficient LLM Training via Memory-Aware Techniques

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Jun 12, 2024
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Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch

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Jun 01, 2024
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Thinking Forward: Memory-Efficient Federated Finetuning of Language Models

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May 24, 2024
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Robust Image Watermarking using Stable Diffusion

Jan 08, 2024
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Efficient IoT Inference via Context-Awareness

Oct 29, 2023
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Dynamic Gradient Balancing for Enhanced Adversarial Attacks on Multi-Task Models

May 20, 2023
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Structured Pruning for Multi-Task Deep Neural Networks

Apr 13, 2023
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GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism

Mar 24, 2023
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Automatically Marginalized MCMC in Probabilistic Programming

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Feb 01, 2023
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Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing

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Nov 28, 2022
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