Ruoyang Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Pruning Algorithms

Successive Frames

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

IEEE J. Solid State Circuits

Publications

Kai Du, Ruoyang Liu, Yuxing Wang
Entropy Solutions to the Dirichlet Problem for Nonlinear Diffusion Equations with Conservative Noise. SIAM J. Math. Anal. 56 (1) (2024)
Wenquan Zhu, Xinyi Yang, Ruoyang Liu, Cenliang Zhao
A new feature extraction algorithm for measuring the spatial arrangement of texture Primitives: Distance coding diversity. Int. J. Appl. Earth Obs. Geoinformation 127 (2024)
Yixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing. CICC (2023)
Ruoyang Liu, Wenquan Zhu, Xinyi Yang
Screening Image Features of Collapsed Buildings for Operational and Rapid Remote Sensing Identification. Remote. Sens. 15 (24) (2023)
Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics. ASP-DAC (2023)
Jingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu
PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics. CoRR (2022)
Yixiong Yang, Yongpan Liu, Zhe Yuan, Wenyu Sun, Ruoyang Liu, Jingyu Wang, Jinshan Yue, Xiaoyu Feng, Zhuqing Yuan, Xueqing Li, Huazhong Yang
A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video Applications. IEEE J. Solid State Circuits 57 (8) (2022)
Yixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation. ASP-DAC (2022)
Jinshan Yue, Yongpan Liu, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang
STICKER-T: An Energy-Efficient Neural Network Processor Using Block-Circulant Algorithm and Unified Frequency-Domain Acceleration. IEEE J. Solid State Circuits 56 (6) (2021)
Ruoyang Liu, Lu Zhang, Jingyu Wang, Huazhong Yang, Yongpan Liu
PETRI: Reducing Bandwidth Requirement in Smart Surveillance by Edge-Cloud Collaborative Adaptive Frame Clustering and Pipelined Bidirectional Tracking. DAC (2021)
Jingyu Wang, Zhe Yuan, Ruoyang Liu, Xiaoyu Feng, Li Du, Huazhong Yang, Yongpan Liu
GAAS: An Efficient Group Associated Architecture and Scheduler Module for Sparse CNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Zhe Yuan, Yixiong Yang, Jinshan Yue, Ruoyang Liu, Xiaoyu Feng, Zhiting Lin, Xiulong Wu, Xueqing Li, Huazhong Yang, Yongpan Liu
14.2 A 65nm 24.7µJ/Frame 12.3mW Activation-Similarity-Aware Convolutional Neural Network Video Processor Using Hybrid Precision, Inter-Frame Data Reuse and Mixed-Bit-Width Difference-Frame Data Codec. ISSCC (2020)
Jinshan Yue, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Zhibo Wang, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu
and 6T HBST-TRAM-Based 2D Data-Reuse Architecture. ISSCC (2019)
Jingyu Wang, Zhe Yuan, Ruoyang Liu, Huazhong Yang, Yongpan Liu
An N-way group association architecture and sparse data group association load balancing algorithm for sparse CNN accelerators. ASP-DAC (2019)