Liang Chang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 56

Top Topics

Reconfigurable Hardware

Image Restoration

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Jianbiao Xiao, Xuhui Zhang, Shijian Zhu, Zhengwei Yang, Meng Du, Chunsheng Ji, Yu Long, Xiao Chen, Xiaoyu Miao, Liang Zhou, Liang Chang, Shanshan Liu, Jun Zhou
14.8 KASP: A 96.8% 10-Keyword Accuracy and 1.68μJ/Classification Keyword Spotting and Speaker Verification Processor Using Adaptive Beamforming and Progressive Wake-Up. ISSCC (2024)
Liang Chang, Xin Zhao, Ting Yue, Xi Yang, Chenglong Li, Shuisheng Lin, Jun Zhou
IPOCIM: Artificial Intelligent Architecture Design Space Exploration With Scalable Ping-Pong Computing-in-Memory Macro. IEEE Trans. Very Large Scale Integr. Syst. 32 (2) (2024)
Dongqi Fan, Xin Zhao, Liang Chang
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer. CoRR (2024)
Shengyu Fan, Xianglong Deng, Zhuoyu Tian, Zhicheng Hu, Liang Chang, Rui Hou, Dan Meng, Mingzhe Zhang
Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption. CoRR (2024)
Yuchuan Gong, Hongtao Guo, Xiyuan Liu, Jingxiao Zheng, Teng Zhang, Luying Que, Conghan Jia, Guangbin Ou, Xiben Jiao, Zherong Liu, Liang Chang, Liang Zhou, Jun Zhou
An Energy-Efficient Visual Object Tracking Processor Exploiting Domain-Specific Features. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
Haodong Fan, Liang Chang, Junlu Zhou, Xi Yang, Shuisheng Lin, Jun Zhou
An Ultra-Low Power Time-Domain based SNN Processor for ECG Classification. ISCAS (2024)
Xin Zhao, Liang Chang, Dongqi Fan, Zhicheng Hu, Ting Yue, Fengbin Tu, Jun Zhou
HDSuper: High-Quality and High Computational Utilization Edge Super-Resolution Accelerator With Hardware-Algorithm Co-Design Techniques. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Zhuang Shao, Chenjia Xie, Zihan Ning, Qi Wu, Liang Chang, Yuan Du, Li Du
An Efficient GCN Accelerator Based on Workload Reorganization and Feature Reduction. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (2) (2024)
Liang Chang, Hang Lu, Chenglong Li, Xin Zhao, Zhicheng Hu, Jun Zhou, Xiaowei Li
General Purpose Deep Learning Accelerator Based on Bit Interleaving. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (5) (2024)
Jiahao Liu, Xiao Liu, Xu Wang, Ziyi Xie, Zirui Zhong, Jiajing Fan, Hui Qiu, Yiming Xu, Huajing Qin, Yu Long, Yuhong Zhou, Zixuan Shen, Liang Zhou, Liang Chang, Shanshan Liu, Shuisheng Lin, Chao Wang, Jun Zhou
33.1 A High-Accuracy and Energy-Efficient Zero-Shot-Retraining Seizure-Detection Processor with Hybrid-Feature-Driven Adaptive Processing and Learning-Based Adaptive Channel Selection. ISSCC (2024)
Dongqi Fan, Ting Yue, Xin Zhao, Liang Chang
LIR: Efficient Degradation Removal for Lightweight Image Restoration. CoRR (2024)
Xin Zhao, Zhicheng Hu, Liang Chang
USR-LUT: A High-Efficient Universal Super Resolution Accelerator with Lookup Table. ISCAS (2024)
Dongqi Fan, Junhao Zhang, Liang Chang
ConStyle v2: A Strong Prompter for All-in-One Image Restoration. CoRR (2024)
Pan Zhao, Liang Chang, Jiahao Zeng, Licheng Wu, Liang Zhou, Jun Zhou
HISPOC: A High-Performance Irregular Activation Sparsity-Aware Point Cloud Network Accelerator. IEEE Trans. Circuits Syst. II Express Briefs 71 (4) (2024)
Yuchuan Gong, Teng Zhang, Hongtao Guo, Xiyuan Liu, Jingxiao Zheng, Hongqiang Wu, Conghan Jia, Luying Que, Liang Zhou, Liang Chang, Jun Zhou
DL-VOPU: An Energy-Efficient Domain-Specific Deep-Learning-Based Visual Object Processing Unit Supporting Multi-Scale Semantic Feature Extraction for Mobile Object Detection/Tracking Applications. ISSCC (2023)
Ye Liu, Fei Wu, Neng Zhao, Qirong Zhang, Wenqiang Wang, Yutong Yang, Xiangting Li, Sixu Li, Zili Huang, Shuang Hao, Guangbin Ou, Liang Zhou, Liang Chang, Shuisheng Lin, Ningyi Xu, Jun Zhou
NVP: A Flexible and Efficient Processor Architecture for Accelerating Diverse Computer Vision Tasks including DNN. IEEE Trans. Circuits Syst. II Express Briefs 70 (1) (2023)
Liang Chang, Xin Zhao, Dongqi Fan, Zhicheng Hu, Jun Zhou
HDSuper: Algorithm-Hardware Co-design for Light-weight High-quality Super-Resolution Accelerator. DAC (2023)
Teng Zhang, Minghui Yang, Le Jin, Guoshun Zhou, Xuefeng Zhao, Chao Shi, Xingyu Yuan, Liang Zhou, Liang Chang, Jun Zhou
A FPGA-Based Iterative 6DoF Pose Refinement Processing Unit for Fast and Energy-Efficient Pose Estimation in Picking Robots. IECON (2023)
Ye Liu, Kun Huang, Neng Zhao, Jingyuan Li, Shuang Hao, Zili Huang, Xiuyuan Qi, Xinghao Wang, Liang Zhou, Liang Chang, Jun Zhou
BOHA: A High Performance VSLAM Backend Optimization Hardware Accelerator Using Recursive Fine-Grain H-Matrix Decomposition and Early-Computing With Approximate Linear Solver. IEEE Trans. Circuits Syst. II Express Briefs 70 (10) (2023)
Liang Chang, Siqi Yang, Zhiyuan Chang, Haodong Fan, Junlu Zhou, Jun Zhou
TDPRO: Time-Domain-Based Computing-in Memory Engine for Ultra-Low Power ECG Processor. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (10) (2023)
Lujie Peng, Junyu Yang, Zhiyi Chen, Longke Yan, Xiben Jiao, Jianbiao Xiao, Liang Zhou, Liang Chang, Yu Long, Jun Zhou
A High Accuracy and Low Power CNN-Based Environmental Sound Classification Processor. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Jiahao Liu, Xiao Liu, Liang Zhou, Liang Chang, Jun Zhou
A Lightweight Convolutional Neural Network for Atrial Fibrillation Detection Using Dual-Channel Binary Features from Single-Lead Short ECG. AICAS (2023)
Jiahao Liu, Jiajing Fan, Zirui Zhong, Hui Qiu, Jianbiao Xiao, Yong Zhou, Zhen Zhu, Guanghai Dai, Ning Wang, Qingsong Liu, Yuxiang Xie, Hongduo Liu, Liang Chang, Jun Zhou
An Ultra-Low Power Reconfigurable Biomedical AI Processor With Adaptive Learning for Versatile Wearable Intelligent Health Monitoring. IEEE Trans. Biomed. Circuits Syst. 17 (5) (2023)
Liang Chang, Xin Zhao, Jun Zhou
ADAS: A High Computational Utilization Dynamic Reconfigurable Hardware Accelerator for Super Resolution. ACM Trans. Reconfigurable Technol. Syst. 16 (3) (2023)
Liang Chang, Xin Zhao, Jun Zhou
SCA: Search-Based Computing Hardware Architecture with Precision Scalable and Computation Reconfigurable Scheme. Sensors 22 (21) (2022)
Ruixin Mao, Sixu Li, Zhaomin Zhang, Zihan Xia, Jianbiao Xiao, Zixuan Zhu, Jiahao Liu, Weiwei Shan, Liang Chang, Jun Zhou
An Ultra-Energy-Efficient and High Accuracy ECG Classification Processor With SNN Inference Assisted by On-Chip ANN Learning. IEEE Trans. Biomed. Circuits Syst. 16 (5) (2022)
Jianbiao Xiao, Jiahao Liu, Huanqi Yang, Qingsong Liu, Ning Wang, Zhen Zhu, Yulong Chen, Yu Long, Liang Chang, Liang Zhou, Jun Zhou
ULECGNet: An Ultra-Lightweight End-to-End ECG Classification Neural Network. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Weihang Li, Liang Chang, Jiajing Fan, Xin Zhao, Hengtan Zhang, Shuisheng Lin, Jun Zhou
ReverSearch: Search-based energy-efficient Processing-in-Memory Architecture. ISCAS (2022)
Ye Liu, Kun Huang, Jingyuan Li, Xiangting Li, Zeng Zeng, Liang Chang, Jun Zhou
AdaSG: A Lightweight Feature Point Matching Method Using Adaptive Descriptor with GNN for VSLAM. Sensors 22 (16) (2022)
Ye Liu, Jingyuan Li, Kun Huang, Xiangting Li, Xiuyuan Qi, Liang Chang, Yu Long, Jun Zhou
MobileSP: An FPGA-Based Real-Time Keypoint Extraction Hardware Accelerator for Mobile VSLAM. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (12) (2022)
Jiahao Liu, Zirui Zhong, Yong Zhou, Hui Qiu, Jianbiao Xiao, Jiajing Fan, Zhaomin Zhang, Sixu Li, Yiming Xu, Siqi Yang, Weiwei Shan, Shuisheng Lin, Liang Chang, Jun Zhou
An energy-efficient seizure detection processor using event-driven multi-stage CNN classification and segmented data processing with adaptive channel selection. DAC (2022)
Liang Chang, Chenglong Li, Xin Zhao, Shuisheng Lin, Jun Zhou
IPOCIM: Artificial Intelligent Processor with Adaptive Ping-pong Computing-in-Memory Architecture. ICTA (2022)
Sixu Li, Zhaomin Zhang, Ruixin Mao, Jianbiao Xiao, Liang Chang, Jun Zhou
A Fast and Energy-Efficient SNN Processor With Adaptive Clock/Event-Driven Computation Scheme and Online Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (4) (2021)
Luying Que, Teng Zhang, Hongtao Guo, Conghan Jia, Yuchuan Gong, Liang Chang, Jun Zhou
A Lightweight Pedestrian Detection Engine with Two-Stage Low-Complexity Detection Network and Adaptive Region Focusing Technique. Sensors 21 (17) (2021)
Liang Chang, Xin Zhao, Chenglong Li, Siqi Yang, Shuisheng Lin, Jun Zhou
Towards Intelligent-Edge Computing: Application, Architecture, Circuit, and Device Perspective. ICTA (2021)
Yuchuan Gong, Qingsong Liu, Luying Que, Conghan Jia, Jiahui Huang, Ye Liu, Jiayan Gan, Yuxiang Xie, Yong Zhou, Lili Liu, Xiaoqiang Xiang, Liang Chang, Jun Zhou
RAODAT: An Energy-Efficient Reconfigurable AI-based Object Detection and Tracking Processor with Online Learning. A-SSCC (2021)
Siqi Yang, Jiajing Fan, Jiahao Liu, Liang Chang, Shuisheng Lin, Jun Zhou
A High Accuracy & Low Power EDR Estimation Processor for Wearable Devices. ICTA (2021)
Liang Chang, Chenglong Li, Zhaomin Zhang, Jianbiao Xiao, Qingsong Liu, Zhen Zhu, Weihang Li, Zixuan Zhu, Siqi Yang, Jun Zhou
Energy-efficient computing-in-memory architecture for AI processor: device, circuit, architecture perspective. Sci. China Inf. Sci. 64 (6) (2021)
Liang Chang, Chenglong Li, Xin Zhao, Zixuan Zhu, Yi Tong, Shuisheng Lin, Jun Zhou
Trend of Emerging Non-Volatile Memory for AI Processor. ISOCC (2021)
Ye Liu, Yin Wang, Liang Chang, Jun Zhou
A Fast and Efficient FPGA-based Level Set Hardware Accelerator for Image Segmentation. ICTA (2020)
Lei Deng, Yuan Xie, Ling Liang, Guanrui Wang, Liang Chang, Xing Hu, Xin Ma, Liu Liu, Jing Pei, Guoqi Li
SemiMap: A Semi-Folded Convolution Mapping for Speed-Overhead Balance on Crossbars. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (1) (2020)
Liang Chang, Zhaohao Wang, Yang Zhao, Youguang Zhang, Weisheng Zhao, Jun Zhou
PRISM: Energy-Efficient Polymorphic Operation Based on Spin-Orbit Torque Memory for Reconfigurable Computing. ISCAS (2020)
Liang Chang, Xin Ma, Zhaohao Wang, Youguang Zhang, Yufei Ding, Weisheng Zhao, Yuan Xie
DASM: Data-Streaming-Based Computing in Nonvolatile Memory Architecture for Embedded System. IEEE Trans. Very Large Scale Integr. Syst. 27 (9) (2019)
Liang Chang, Xin Ma, Zhaohao Wang, Youguang Zhang, Weisheng Zhao, Yuan Xie
CORN: In-Buffer Computing for Binary Neural Network. DATE (2019)
Liang Chang, Zhaohao Wang, Youguang Zhang, Weisheng Zhao
Ultra-fast and Energy-efficient Write-Computing Operation for Neuromorphic Computing. ISOCC (2019)
Liang Chang, Xin Ma, Zhaohao Wang, Youguang Zhang, Yuan Xie, Weisheng Zhao
PXNOR-BNN: In/With Spin-Orbit Torque MRAM Preset-XNOR Operation-Based Binary Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 27 (11) (2019)
Liang Chang, Zhaohao Wang, Youguang Zhang, Weisheng Zhao
Multi-Port 1R1W Transpose Magnetic Random Access Memory by Hierarchical Bit-Line Switching. IEEE Access 7 (2019)
Zhaohao Wang, Zuwei Li, Yang Liu, Simin Li, Liang Chang, Wang Kang, Youguang Zhang, Weisheng Zhao
Progresses and challenges of spin orbit torque driven magnetization switching and application (Invited). ISCAS (2018)
Xin Ma, Liang Chang, Shuangchen Li, Lei Deng, Yufei Ding, Yuan Xie
In-memory multiplication engine with SOT-MRAM based stochastic computing. CoRR (2018)
Wang Kang, Liang Chang, Zhaohao Wang, Weifeng Lv, Guangyu Sun, Weisheng Zhao
Pseudo-Differential Sensing Framework for STT-MRAM: A Cross-Layer Perspective. IEEE Trans. Computers 66 (3) (2017)
Jiaqi Wei, Liang Chang, Zhaohao Wang, Xiaoyang Lin, Kaihua Cao, Hushan Cui, Wang Kang, Haoxuan Chen, Lang Zeng, Youguang Zhang, Chao Zhao, Weisheng Zhao
Ultrafast spintronic integrated circuits. ASICON (2017)
Liang Chang, Zhaohao Wang, Alvin Oliver Glova, Jishen Zhao, Youguang Zhang, Yuan Xie, Weisheng Zhao
PRESCOTT: Preset-based cross-point architecture for spin-orbit-torque magnetic random access memory. ICCAD (2017)
Liang Chang, Zhaohao Wang, Youguang Zhang, Weisheng Zhao
Reconfigurable processing in memory architecture based on spin orbit torque. NANOARCH (2017)
Wang Kang, Liang Chang, Youguang Zhang, Weisheng Zhao
Voltage-controlled MRAM for working memory: Perspectives and challenges. DATE (2017)
Qian Shi, Zhaohao Wang, Yuqian Gao, Liang Chang, Wang Kang, Youguang Zhang, Weisheng Zhao
A spin Hall effect-based multi-level cell for MRAM. NANOARCH (2016)
Liang Chang, Zhaohao Wang, Yuqian Gao, Wang Kang, Youguang Zhang, Weisheng Zhao
Evaluation of spin-Hall-assisted STT-MRAM for cache replacement. NANOARCH (2016)