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- Computing and Processing
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Xin Li
Also published under:X. Li
Affiliation
Data Science Research Center, Duke Kunshan University, Kunshan, Jiangsu, China
Topic
Classification Accuracy,Deep Neural Network,Correlation Matrix,Error Model,Expectation Maximization,Independent Random Variables,Iteration Step,Least Squares Regression,Loss Function,Low-noise Amplifier,Magnitude Of Coefficient,Noise Figure,Numerical Experiments,Training Dataset,Upper Bound,Accuracy Of Different Methods,Accurate Labels,Adam Algorithm,Adjacent Layers,Analog-to-digital Converter,Angular Spectrum,Artificial Intelligence Applications,Artificial Intelligence Techniques,Artificial Intelligence Technology,Automated Guided Vehicles,Automatic Measurement,Autonomous Vehicles,Average Error,Batch Of Samples,Bayesian Inference,Bin Packing,Categorical Data,Categorical Items,Child Nodes,Circuit Performance,Clean Dataset,Clean Samples,Cluster Model,Cluster Sampling,Clustering Method,Clustering Results,Clustering Techniques,Combination Of Independent Variables,Combinatorial Optimization Problem,Communication Overhead,Communication Rounds,Communication-efficient Federated Learning,Computational Cost,Continuous Features,Convex Optimization,
Biography
Xin Li (S'01–M'06–SM'10) received the B.S. and M.S. degrees in electronics engineering from Fudan University, Shanghai, China, in 1998 and 2001, respectively, and the Ph.D. degree in electrical and computer engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2005.
He is currently an Assistant Professor with the Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. In 2005, he cofounded Xigmix Inc. to commercialize his doctoral research and served as the Chief Technical Officer until the company was acquired by Extreme DA in 2007. In 2011, Extreme DA was further acquired by Synopsis. His research interests include computer-aided design, neural signal processing, and power system analysis and design.
Dr. Xin Li has served as an associate editor of the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems since 2012 and an associate editor of the Journal of Low Power Electronics since 2011. He served on the Technical Program Committee of Design Automation Conference (DAC) from 2011 to 2012, the Technical Program Committee of International Conference on Computer-Aided Design from 2008 to 2011, the Technical Program Committee of International Workshop on Timing Issues in the Specification and Synthesis of Digital Systems from 2010 to 2012, the Technical Program Committee of International Conference on VLSI Design in 2009, and the IEEE Outstanding Young Author Award Selection Committee in 2006. He received the National Science Foundation Faculty Early Career Development Award in 2012, a Best Paper Award from DAC in 2010, and two IEEE/ACM William J. McCalla ICCAD Best Paper Awards in 2004 and 2011.
He is currently an Assistant Professor with the Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. In 2005, he cofounded Xigmix Inc. to commercialize his doctoral research and served as the Chief Technical Officer until the company was acquired by Extreme DA in 2007. In 2011, Extreme DA was further acquired by Synopsis. His research interests include computer-aided design, neural signal processing, and power system analysis and design.
Dr. Xin Li has served as an associate editor of the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems since 2012 and an associate editor of the Journal of Low Power Electronics since 2011. He served on the Technical Program Committee of Design Automation Conference (DAC) from 2011 to 2012, the Technical Program Committee of International Conference on Computer-Aided Design from 2008 to 2011, the Technical Program Committee of International Workshop on Timing Issues in the Specification and Synthesis of Digital Systems from 2010 to 2012, the Technical Program Committee of International Conference on VLSI Design in 2009, and the IEEE Outstanding Young Author Award Selection Committee in 2006. He received the National Science Foundation Faculty Early Career Development Award in 2012, a Best Paper Award from DAC in 2010, and two IEEE/ACM William J. McCalla ICCAD Best Paper Awards in 2004 and 2011.