kaige yan’s personal page

Selected Publications

2019

1. Maodi Ma, Jingweijia Tan, Xiaohui Wei and Kaige Yan. Process Variation Mitigation on Convolutional Neural Network Accelerator Architecture, 2019 IEEE International Conference on Computer Design (ICCD), Nov, 2019.

2. Kaige Yan, Jingweijia Tan, Longjun Liu, Xingyao Zhang, Stanko R. Brankovic, Jinghong Chen, and Xin Fu. 2019. Toward Customized Hybrid Fuel-Cell and Battery-powered Mobile Device for Individual Users. ACM Transaction on Embedded Computing Systems (TECS), 18, 6, Article 123 (November 2019), 20 pages.

3. Kaige Yan, Jingweijia Tan, Xin Fu, Improving energy efficiency of mobile devices by characterizing and exploring user behaviors, Journal of Systems Architecture (JSA), Volume 98, 2019, Pages 126-134, ISSN 1383-7621.

4. Kaige Yan, Jingweijia Tan, Xin Fu, Bridging mobile device configuration to the user experience under budget constraint, Pervasive and Mobile Computing (PMC), Volume 58, Aug 2019, 101023.

5. Jingweijia Tan, Kaige Yan, Shuaiwen Leon Song and Xin Fu, LoSCache: Leveraging Locality Similarity to Build Energy-Efficient GPU L2 Cache. Design, Automation and Test in Europe Conference & Exhibition (DATE), March 2019.

6. Jingweijia Tan and Kaige Yan, Efficiently Managing the Impact of Hardware Variability on GPUs' Streaming Processors, ACM Transactions on Design Automation of Electronic Systems (TODAES), 24(1), Jan 2019, No. 12.

2018

1. Jingweijia Tan and Kaige Yan, "HVSM: Hardware-Variability Aware Streaming Processors' Management Policy in GPUs", Design, Automation and Test in Europe Conference & Exhibition (DATE), March 2018. （Best Paper Nomination)

2017

1. Kaige Yan, Lu Peng, Mingsong Chen, Xin Fu, "Exploring Energy-Efficient Cache Design in Emerging Mobile Platforms", ACM Transactions onDesign Automation of Electronic Systems (TODAES), 22(4), July 2017.

2016

1. Jingweijia Tan, Shuaiwen Leon Song, Kaige Yan, Xin Fu, Andres Marquez, Darren J. Kerbyson, "Combating the Reliability Challenge of GPU Register File at Low Supply Voltage", International Conference on Parallel Architectures and Compilation Techniques (PACT), September 2016.

2. Kaige Yan, Xingyao Zhang, Jingweijia Tan, Xin Fu, "Redefining QoS and customizing the power management policy to satisfy individual mobile users". International Symposium on Microarchitecture (MICRO), October 2016.

2015

1. Kaige Yan, Xingyao Zhang, Xin Fu, "Characterizing, modeling, and improving the QoE of mobile devices with low battery level", International Symposium on Microarchitecture (MICRO), December 2015.

2. Kaige Yan, Xin Fu, "Energy-efficient cache design in emerging mobile platforms: the implications and optimizations", Design, Automation and Test in Europe Conference & Exhibition (DATE), March 2015.