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[tinyML 2022] A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators

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Differentiable architecture search for convolutional and recurrent networks

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[SIGMETRICS 2022]Expert-Calibrated Learning for Online Optimization with Switching Costs

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[ICML 2023] Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees

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[Preprint] Making AI Less ''Thirsty'': Uncovering and Addressing the Secret Water Footprint of AI

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[SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search

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"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang

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[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang

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