Ruoyang Liu

19 papers A* 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A remote sensing image scene boundary identification method conforming to human visual perception (SBVP).
Int. J. Appl. Earth Obs. Geoinformation
Xinyi Yang, Wenquan Zhu, Ruoyang Liu, Cenliang Zhao
2024 J jnl
A Dynamic Execution Neural Network Processor for Fine-Grained Mixed-Precision Model Training Based on Online Quantization Sensitivity Analysis.
IEEE J. Solid State Circuits
Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Binbin Yuan, Huazhong Yang, Yongpan Liu
2024 J jnl
A Fully Quantized Training Accelerator for Diffusion Network With Tensor Type & Noise Strength Aware Precision Scheduling.
IEEE Trans. Circuits Syst. II Express Briefs
Ruoyang Liu, Wenxun Wang, Chen Tang, Weichen Gao, Huazhong Yang, Yongpan Liu
2024 J jnl
A new feature extraction algorithm for measuring the spatial arrangement of texture Primitives: Distance coding diversity.
Int. J. Appl. Earth Obs. Geoinformation
Wenquan Zhu, Xinyi Yang, Ruoyang Liu, Cenliang Zhao
2024 J jnl
Entropy Solutions to the Dirichlet Problem for Nonlinear Diffusion Equations with Conservative Noise.
SIAM J. Math. Anal.
Kai Du, Ruoyang Liu, Yuxing Wang
2024 J jnl
RE-Specter: Examining the Architectural Features of Configurable CNN With Power Side-Channel.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lu Zhang, Dejun Mu, Jingyu Wang, Ruoyang Liu, Yifan He, Yaolei Li, Yu Tai, Shengbing Zhang, Xiaoya Fan, Huazhong Yang, Yongpan Liu
2023 — conf
A 28nm 1.07TFLOPS/mm
CICC
Yixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
2023 — conf
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics.
ASP-DAC
Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu
2023 J jnl
Screening Image Features of Collapsed Buildings for Operational and Rapid Remote Sensing Identification.
Remote. Sens.
Ruoyang Liu, Wenquan Zhu, Xinyi Yang
2022 J jnl
A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video Applications.
IEEE J. Solid State Circuits
Yixiong Yang, Yongpan Liu, Zhe Yuan, Wenyu Sun, Ruoyang Liu, Jingyu Wang, Jinshan Yue, Xiaoyu Feng, Zhuqing Yuan, Xueqing Li, Huazhong Yang
2022 J jnl
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics.
CoRR
Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu
2022 J jnl
PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu
2022 — conf
Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation.
ASP-DAC
Yixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
2021 A* conf
PETRI: Reducing Bandwidth Requirement in Smart Surveillance by Edge-Cloud Collaborative Adaptive Frame Clustering and Pipelined Bidirectional Tracking.
DAC
Ruoyang Liu, Lu Zhang, Jingyu Wang, Huazhong Yang, Yongpan Liu
2021 J jnl
STICKER-T: An Energy-Efficient Neural Network Processor Using Block-Circulant Algorithm and Unified Frequency-Domain Acceleration.
IEEE J. Solid State Circuits
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
2020 — conf
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
Zhe Yuan, Yixiong Yang, Jinshan Yue, Ruoyang Liu, Xiaoyu Feng, Zhiting Lin, Xiulong Wu, Xueqing Li, Huazhong Yang, Yongpan Liu
2020 J jnl
GAAS: An Efficient Group Associated Architecture and Scheduler Module for Sparse CNN Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jingyu Wang, Zhe Yuan, Ruoyang Liu, Xiaoyu Feng, Li Du, Huazhong Yang, Yongpan Liu
2019 — conf
A 65nm 0.39-to-140.3TOPS/W 1-to-12b Unified Neural Network Processor Using Block-Circulant-Enabled Transpose-Domain Acceleration with 8.1 × Higher TOPS/mm
ISSCC
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
2019 — conf
An N-way group association architecture and sparse data group association load balancing algorithm for sparse CNN accelerators.
ASP-DAC
Jingyu Wang, Zhe Yuan, Ruoyang Liu, Huazhong Yang, Yongpan Liu