Jingyu Wang

17 papers A* 2Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update.
IEEE J. Solid State Circuits
Jinshan Yue, Yongpan Liu, Xiaoyu Feng, Yifan He, Jingyu Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hong, Meng-Fan Chang, Nan Sun, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang
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
2024 J jnl
ULSeq-TA: Ultra-Long Sequence Attention Fusion Transformer Accelerator Supporting Grouped Sparse Softmax and Dual-Path Sparse LayerNorm.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jingyu Wang, Lu Zhang, Xueqing Li, Huazhong Yang, Yongpan Liu
2023 J jnl
A Weight-Reload-Eliminated Compute-in-Memory Accelerator for 60 fps 4K Super-Resolution.
IEEE Trans. Circuits Syst. II Express Briefs
Yaolei Li, Jinshan Yue, Jingyu Wang, Chen Tang, Yifan He, Wenbin Jia, Kaiwei Zou, Lu Zhang, Huazhong Yang, Yongpan Liu
2023 J jnl
An RRAM-Based Digital Computing-in-Memory Macro With Dynamic Voltage Sense Amplifier and Sparse-Aware Approximate Adder Tree.
IEEE Trans. Circuits Syst. II Express Briefs
Yifan He, Jinshan Yue, Xiaoyu Feng, Yuxuan Huang, Hongyang Jia, Jingyu Wang, Lu Zhang, Wenyu Sun, Huazhong Yang, Yongpan Liu
2023 J jnl
Pareto Frequency-Aware Power Side-Channel Countermeasure Exploration on CNN Systolic Array.
IEEE Trans. Circuits Syst. II Express Briefs
Lu Zhang, Dejun Mu, Yuxuan Huang, Jingyu Wang, Yifan He, Yaolei Li, Lizhou Liu, Kaiwei Zou, Huazhong Yang, Yongpan Liu
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
Bit-Aware Fault-Tolerant Hybrid Retraining and Remapping Schemes for RRAM-Based Computing-in-Memory Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Yuxuan Huang, Yifan He, Jingyu Wang, Jinshan Yue, Lu Zhang, Kaiwei Zou, 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
2021 — conf
High Area/Energy Efficiency RRAM CNN Accelerator with Pattern-Pruning-Based Weight Mapping Scheme.
NVMSA
Songming Yu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, 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
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
2020 J jnl
High Area/Energy Efficiency RRAM CNN Accelerator with Kernel-Reordering Weight Mapping Scheme Based on Pattern Pruning.
CoRR
Songming Yu, Yongpan Liu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang
2020 A* conf
High PE Utilization CNN Accelerator with Channel Fusion Supporting Pattern-Compressed Sparse Neural Networks.
DAC
Jingyu Wang, Songming Yu, Jinshan Yue, Zhe Yuan, Zhuqing Yuan, Huazhong Yang, Xueqing Li, Yongpan Liu
2020 J jnl
STICKER: An Energy-Efficient Multi-Sparsity Compatible Accelerator for Convolutional Neural Networks in 65-nm CMOS.
IEEE J. Solid State Circuits
Zhe Yuan, Yongpan Liu, Jinshan Yue, Yixiong Yang, Jingyu Wang, Xiaoyu Feng, Jian Zhao, Xueqing Li, Huazhong Yang
2019 — conf
A Sparse-Adaptive CNN Processor with Area/Performance balanced N-Way Set-Associate PE Arrays Assisted by a Collision-Aware Scheduler.
A-SSCC
Zhe Yuan, Jingyu Wang, Yixiong Yang, Jinshan Yue, Zhibo Wang, Xiaoyu Feng, Yanzhi Wang, 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