Kaige Yan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 22

Top Topics

Mobile Platform

Convolutional Neural Networks

Energy Efficiency

Top Venues

ACM Trans. Design Autom. Electr. Syst.

Future Gener. Comput. Syst.

Publications

Chen Zhang, Qiyu Wan, Lening Wang, Yu Wen, Mingsong Chen, Jingweijia Tan, Kaige Yan, Xin Fu
Efficient one-shot Neural Architecture Search with progressive choice freezing evolutionary search. Neurocomputing 598 (2024)
Kaige Yan, Yanshuang Song, Tao Liu, Jingweijia Tan, Xiaohui Wei, Xin Fu
HSAS: Efficient task scheduling for large scale heterogeneous systolic array accelerator cluster. Future Gener. Comput. Syst. 154 (2024)
Jingweijia Tan, Weiren Wang, Maodi Ma, Xiaohui Wei, Kaige Yan
Improving the Performance of CNN Accelerator Architecture under the Impact of Process Variations. ACM Trans. Design Autom. Electr. Syst. 28 (5) (2023)
Jingweijia Tan, Liqi Ping, Qixiang Wang, Kaige Yan
Saca-AVF: A Quantitative Approach to Analyze the Architectural Vulnerability Factors of CNN Accelerators. IEEE Trans. Computers 72 (11) (2023)
Jingweijia Tan, Qixiang Wang, Kaige Yan, Xiaohui Wei, Xin Fu
Saca-FI: A microarchitecture-level fault injection framework for reliability analysis of systolic array based CNN accelerator. Future Gener. Comput. Syst. 147 (2023)
Kaige Yan, Zhujun Ma, Caiwei Li, Xin Fu, Jingweijia Tan
Architectural Design Model Guided On-Demand Power Management of Energy-Efficient GPGPU for SLAM. J. Circuits Syst. Comput. 32 (14) (2023)
Jingweijia Tan, Keyu Chen, Weiren Wang, Kaige Yan, Xiaohui Wei
MCM-GPU Voltage Noise Characterization and Architecture-Level Mitigation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Tiancong Bu, Kaige Yan, Jingweijia Tan
Towards Fine-Grained Online Adaptive Approximation Control for Dense SLAM on Embedded GPUs. ACM Trans. Design Autom. Electr. Syst. 27 (2) (2022)
Jingweijia Tan, Keyu Chen, Kaige Yan
MG-Voltage: Characterizing and Mitigating Voltage Noise in MCM-GPU Architectures. ICCD (2022)
Ben Li, Jingweijia Tan, Kaige Yan
AERO: Towards Energy-Efficient Autonomous Flight in MAVs Using Approximate Execution. ASAP (2021)
Liqi Ping, Jingweijia Tan, Kaige Yan
SERN: Modeling and Analyzing the Soft Error Reliability of Convolutional Neural Networks. ACM Great Lakes Symposium on VLSI (2020)
Jingweijia Tan, Kaige Yan, Shuaiwen Leon Song, Xin Fu
Energy-Efficient GPU L2 Cache Design Using Instruction-Level Data Locality Similarity. ACM Trans. Design Autom. Electr. Syst. 25 (6) (2020)
Kaige Yan, Jingweijia Tan, Longjun Liu, Xingyao Zhang, Stanko R. Brankovic, Jinghong Chen, Xin Fu
Toward Customized Hybrid Fuel-Cell and Battery-powered Mobile Device for Individual Users. ACM Trans. Embed. Comput. Syst. 18 (6) (2020)
Kaige Yan, Jingweijia Tan, Xin Fu
Bridging mobile device configuration to the user experience under budget constraint. Pervasive Mob. Comput. 58 (2019)
Maodi Ma, Jingweijia Tan, Xiaohui Wei, Kaige Yan
Process Variation Mitigation on Convolutional Neural Network Accelerator Architecture. ICCD (2019)
Jingweijia Tan, Kaige Yan, Shuaiwen Leon Song, Xin Fu
LoSCache: Leveraging Locality Similarity to Build Energy-Efficient GPU L2 Cache. DATE (2019)
Kaige Yan, Jingweijia Tan, Xin Fu
Improving energy efficiency of mobile devices by characterizing and exploring user behaviors. J. Syst. Archit. 98 (2019)
Jingweijia Tan, Kaige Yan
Efficiently Managing the Impact of Hardware Variability on GPUs' Streaming Processors. ACM Trans. Design Autom. Electr. Syst. 24 (1) (2019)
Jingweijia Tan, Kaige Yan
HVSM: Hardware-variability aware streaming processors' management policy in GPUs. DATE (2018)
Kaige Yan, Lu Peng, Mingsong Chen, Xin Fu
Exploring Energy-Efficient Cache Design in Emerging Mobile Platforms. ACM Trans. Design Autom. Electr. Syst. 22 (4) (2017)
Jingweijia Tan, Shuaiwen Leon Song, Kaige Yan, Xin Fu, Andrès Márquez, Darren J. Kerbyson
Combating the Reliability Challenge of GPU Register File at Low Supply Voltage. PACT (2016)
Kaige Yan, Xingyao Zhang, Jingweijia Tan, Xin Fu
Redefining QoS and customizing the power management policy to satisfy individual mobile users. MICRO (2016)
Kaige Yan, Xingyao Zhang, Xin Fu
Characterizing, modeling, and improving the QoE of mobile devices with low battery level. MICRO (2015)
Kaige Yan, Xin Fu
Energy-efficient cache design in emerging mobile platforms: the implications and optimizations. DATE (2015)
Nannan Wang, Zhiyi Fang, Kaige Yan, Yu Tang, Xingchao An
Solutions for 3 Security Problems and its Application in SOA-FCA Service Components Based SDO. Int. J. Commun. Netw. Syst. Sci. 3 (10) (2010)