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Who We Are

The Nanoscale Integrated Circuits and System Lab, Energy Efficient Computing Group (NICS-EFC) in the Department of Electronic Engineering at Tsinghua University is led by Professor Yu Wang. The Efficient Algorithm Team (EffAlg) in the NICS-EFC group is led by Research Assistant Professor Xuefei Ning. Our team has an in-depth academic collaboration with Infinigence-AI, and fellows from many institutions including SJTU, MSR, HKU, and so on.

Our current research primarily focuses on efficient deep learning, including model compression, architecture design, system co-optimization, and other techniques. Our work targets several application domains, including language generative models (i.e., LLMs), vision generative models, vision understanding models and so on. Most of our projects are open sourced at the thu-nics GitHub organization (most efficient DL projects) or the imagination-research GitHub organization (some efficient DL projects and projects for broader topics; These projects are co-advising work with Dr. Zinan Lin from MSR).

Our group welcomes all kinds of collaborations, and is continuously recruiting visiting students and engineers who are interested in efficient deep learning. If you're interested in collaborations or visiting student opportunities, email Xuefei or Prof. Yu Wang.

News

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Efficient DL Projects

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