Zhenhua Zhu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 61

Top Topics

Hand Gesture Recognition

Top Venues

J. Comput. Civ. Eng.

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

Publications

Tongxin Xie, Tianchen Zhao, Zhenhua Zhu, Xuefei Ning, Bing Li, Guohao Dai, Huazhong Yang, Yu Wang
DyPIM: Dynamic-Inference-Enabled Processing - In-Memory Accelerator. DATE (2024)
Liqun Xu, Hexu Liu, Bo Xiao, Xiaowei Luo, Dharmaraj Veeramani, Zhenhua Zhu
A systematic review and evaluation of synthetic simulated data generation strategies for deep learning applications in construction. Adv. Eng. Informatics 62 (2024)
Kai Zhong, Zhenhua Zhu, Guohao Dai, Hongyi Wang, Xinhao Yang, Haoyu Zhang, Jin Si, Qiuli Mao, Shulin Zeng, Ke Hong, Genghan Zhang, Huazhong Yang, Yu Wang
FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning. ASPLOS (3) (2024)
Leming Zhou, Jie Zhou, Qi Liu, Jiawei Zhao, Fule Huang, Zhenhua Zhu
Dynamic Power Balancing Control Method for Energy Storage DC/DC Parallel Supply System With Low-Frequency Pulsed Load. IEEE Trans. Ind. Electron. 71 (6) (2024)
Minhui Zou, Zhenhua Zhu, Tzofnat Greenberg-Toledo, Orian Leitersdorf, Jiang Li, Junlong Zhou, Yu Wang, Nan Du, Shahar Kvatinsky
TDPP: 2-D Permutation-Based Protection of Memristive Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (3) (2024)
Kai Zhong, Shulin Zeng, Wentao Hou, Guohao Dai, Zhenhua Zhu, Xuecang Zhang, Shihai Xiao, Huazhong Yang, Yu Wang
CoGNN: An Algorithm-Hardware Co-Design Approach to Accelerate GNN Inference With Minibatch Sampling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Shulin Zeng, Zhenhua Zhu, Jun Liu, Haoyu Zhang, Guohao Dai, Zixuan Zhou, Shuangchen Li, Xuefei Ning, Yuan Xie, Huazhong Yang, Yu Wang
DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search. MICRO (2023)
Shulin Zeng, Guohao Dai, Niansong Zhang, Xinhao Yang, Haoyu Zhang, Zhenhua Zhu, Huazhong Yang, Yu Wang
Serving Multi-DNN Workloads on FPGAs: A Coordinated Architecture, Scheduling, and Mapping Perspective. IEEE Trans. Computers 72 (5) (2023)
Shiyao Li, Zhenhua Zhu, Yu Zhu, Qingpeng Zhu, Jiangwei Zhang, Wenxiu Sun, Guohao Dai, Fei Qiao, Huazhong Yang, Yu Wang
Memory-Efficient and Real-Time SPAD-based dToF Depth Sensor with Spatial and Statistical Correlation. DAC (2023)
Hanbo Sun, Tongxin Xie, Zhenhua Zhu, Guohao Dai, Huazhong Yang, Yu Wang
Minimizing Communication Conflicts in Network-On-Chip Based Processing-In-Memory Architecture. DATE (2023)
Yanjun Li, Chunshan Zu, Bingqian Wang, Zhenhua Zhu, Yaojun Zhang, Ran Duan, Bing Li, Bonan Yan
SRAM-Based Processing-In-Memory Design with Kullback-Leibler Divergence-Based Dynamic Precision Quantization. ACM Great Lakes Symposium on VLSI (2023)
Jiangwei Zhang, Chong Wang, Zhenhua Zhu, Donald Kline, Alex K. Jones, Huazhong Yang, Yu Wang
Realizing Extreme Endurance Through Fault-aware Wear Leveling and Improved Tolerance. HPCA (2023)
Xin Wang, Dharmaraj Veeramani, Zhenhua Zhu
Gaze-aware hand gesture recognition for intelligent construction. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Zhenhua Zhu, Hanbo Sun, Tongxin Xie, Yu Zhu, Guohao Dai, Lixue Xia, Dimin Niu, Xiaoming Chen, Xiaobo Sharon Hu, Yu Cao, Yuan Xie, Huazhong Yang, Yu Wang
MNSIM 2.0: A Behavior-Level Modeling Tool for Processing-In-Memory Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Tianyu Fu, Chiyue Wei, Zhenhua Zhu, Shang Yang, Zhongming Yu, Guohao Dai, Huazhong Yang, Yu Wang
CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. DATE (2023)
Chenyu Wang, Zhen Dong, Daquan Zhou, Zhenhua Zhu, Yu Wang, Jiashi Feng, Kurt Keutzer
EPIM: Efficient Processing-In-Memory Accelerators based on Epitome. CoRR (2023)
Zhenhua Zhu, Jun Liu, Guohao Dai, Shulin Zeng, Bing Li, Huazhong Yang, Yu Wang
Processing-In-Hierarchical-Memory Architecture for Billion-Scale Approximate Nearest Neighbor Search. DAC (2023)
Yu Zhu, Zhenhua Zhu, Guohao Dai, Fengbin Tu, Hanbo Sun, Kwang-Ting Cheng, Huazhong Yang, Yu Wang
PIM-HLS: An Automatic Hardware Generation Tool for Heterogeneous Processing-In-Memory-based Neural Network Accelerators. DAC (2023)
Minhui Zou, Zhenhua Zhu, Tzofnat Greenberg-Toledo, Orian Leitersdorf, Jiang Li, Junlong Zhou, Yu Wang, Nan Du, Shahar Kvatinsky
TDPP: Two-Dimensional Permutation-Based Protection of Memristive Deep Neural Networks. CoRR (2023)
Hanbo Sun, Zhenhua Zhu, Chenyu Wang, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang
Gibbon: An Efficient Co-Exploration Framework of NN Model and Processing-In-Memory Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Jun Liu, Zhenhua Zhu, Jingbo Hu, Hanbo Sun, Li Liu, Lingzhi Liu, Guohao Dai, Huazhong Yang, Yu Wang
Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and Smarter. MDM (2022)
Guohao Dai, Zhenhua Zhu, Tianyu Fu, Chiyue Wei, Bangyan Wang, Xiangyu Li, Yuan Xie, Huazhong Yang, Yu Wang
DIMMining: pruning-efficient and parallel graph mining on near-memory-computing. ISCA (2022)
Yu Zhu, Zhenhua Zhu, Guohao Dai, Kai Zhong, Huazhong Yang, Yu Wang
Exploiting Parallelism with Vertex-Clustering in Processing-In-Memory-based GCN Accelerators. DATE (2022)
Chen Chen, Zhenhua Zhu, Amin Hammad
Critical Review and Road Map of Automated Methods for Earthmoving Equipment Productivity Monitoring. J. Comput. Civ. Eng. 36 (3) (2022)
Hanbo Sun, Chenyu Wang, Zhenhua Zhu, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang
Gibbon: Efficient Co-Exploration of NN Model and Processing-In-Memory Architecture. DATE (2022)
Haiwen Li, Maobo Wang, Zhenhua Zhu, Yingqiang Lu
Application value of the treatment of breast cancer bone metastases with radioactive seed 125I implantation under CT-guidance. BMC Medical Imaging 22 (1) (2022)
Dilruba Mahmud, Sean T. Bennett, Zhenhua Zhu, Peter G. Adamczyk, Michael Wehner, Dharmaraj Veeramani, Fei Dai
Identifying Facilitators, Barriers, and Potential Solutions of Adopting Exoskeletons and Exosuits in Construction Workplaces. Sensors 22 (24) (2022)
Jiangwei Zhang, Chong Wang, Yi Cai, Zhenhua Zhu, Donald Kline, Huazhong Yang, Yu Wang
WESCO: Weight-encoded Reliability and Security Co-design for In-memory Computing Systems. ISVLSI (2022)
Kai Zhong, Xuefei Ning, Guohao Dai, Zhenhua Zhu, Tianchen Zhao, Shulin Zeng, Yu Wang, Huazhong Yang
Exploring the Potential of Low-Bit Training of Convolutional Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (12) (2022)
Sean Tyler Bennett, Peter Gabriel Adamczyk, Fei Dai, Michael Wehner, Dharmaraj Veeramani, Zhenhua Zhu
Field-Based Assessment of Joint Motions in Construction Tasks with and Without Exoskeletons in Support of Worker-Exoskeleton Partnership Modeling and Simulation. WSC (2022)
Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing with Ferroelectric FETs. CoRR (2021)
Kaizhong Qiu, Zhenhua Zhu, Yi Cai, Hanbo Sun, Yu Wang, Huanzhong Yang
MNSIM-TIME: Performance Modeling Framework for Training-In-Memory Architectures. AICAS (2021)
Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing With Ferroelectric FETs. IEEE Trans. Circuits Syst. II Express Briefs 68 (7) (2021)
Chen Chen, Zhenhua Zhu, Amin Hammad, Mohammad Akbarzadeh
Automatic Identification of Idling Reasons in Excavation Operations Based on Excavator-Truck Relationships. J. Comput. Civ. Eng. 35 (5) (2021)
Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen
Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation. ICCAD (2021)
Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture. ACM Trans. Design Autom. Electr. Syst. 26 (6) (2021)
Hanbo Sun, Zhenhua Zhu, Yi Cai, Shulin Zeng, Kaizhong Qiu, Yu Wang, Huazhong Yang
Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems. ASP-DAC (2021)
Wenjing Chu, SangHyeok Han, Xiaowei Luo, Zhenhua Zhu
Monocular Vision-Based Framework for Biomechanical Analysis or Ergonomic Posture Assessment in Modular Construction. J. Comput. Civ. Eng. 34 (4) (2020)
Hanbo Sun, Zhenhua Zhu, Yi Cai, Xiaoming Chen, Yu Wang, Huazhong Yang
An Energy-Efficient Quantized and Regularized Training Framework For Processing-In-Memory Accelerators. ASP-DAC (2020)
Weijie Sun, Zhenhua Zhu, Jianglin Lan, Yunjian Peng
Adaptive output regulation for a class of nonlinear systems with guaranteed transient performance. Trans. Inst. Meas. Control 42 (6) (2020)
Minhui Zou, Zhenhua Zhu, Yi Cai, Junlong Zhou, Chengliang Wang, Yu Wang
Security Enhancement for RRAM Computing System through Obfuscating Crossbar Row Connections. DATE (2020)
Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang
FTT-NAS: Discovering Fault-Tolerant Neural Architecture. CoRR (2020)
Rui Yuan, Mingyuan Ma, Liying Xu, Zhenhua Zhu, Qingxi Duan, Teng Zhang, Yu Zhu, Yu Wang, Ru Huang, Yuchao Yang
Efficient 16 Boolean logic and arithmetic based on bipolar oxide memristors. Sci. China Inf. Sci. 63 (10) (2020)
Zhenhua Zhu, Hanbo Sun, Kaizhong Qiu, Lixue Xia, Gokul Krishnan, Guohao Dai, Dimin Niu, Xiaoming Chen, Xiaobo Sharon Hu, Yu Cao, Yuan Xie, Yu Wang, Huazhong Yang
MNSIM 2.0: A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems. ACM Great Lakes Symposium on VLSI (2020)
Jialong Liu, Mingyuan Ma, Zhenhua Zhu, Yu Wang, Huazhong Yang
HDC-IM: Hyperdimensional Computing In-Memory Architecture based on RRAM. ICECS (2019)
Jilan Lin, Zhenhua Zhu, Yu Wang, Yuan Xie
Learning the sparsity for ReRAM: mapping and pruning sparse neural network for ReRAM based accelerator. ASP-DAC (2019)
Zhenhua Zhu, Hanbo Sun, Yujun Lin, Guohao Dai, Lixue Xia, Song Han, Yu Wang, Huazhong Yang
A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM. DAC (2019)
Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang
TIME: A Training-in-Memory Architecture for RRAM-Based Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (5) (2019)
Zhenhua Zhu, Mingyuan Ma, Jialong Liu, Liying Xu, Xiaoming Chen, Yuchao Yang, Yu Wang, Huazhong Yang
A General Logic Synthesis Framework for Memristor-based Logic Design. ICCAD (2019)
Thikra Dawood, Zhenhua Zhu, Tarek M. Zayed
Computer Vision-Based Model for Moisture Marks Detection and Recognition in Subway Networks. J. Comput. Civ. Eng. 32 (2) (2018)
Yi Cai, Tianqi Tang, Lixue Xia, Ming Cheng, Zhenhua Zhu, Yu Wang, Huazhong Yang
Training low bitwidth convolutional neural network on RRAM. ASP-DAC (2018)
Zhenhua Zhu, Jilan Lin, Ming Cheng, Lixue Xia, Hanbo Sun, Xiaoming Chen, Yu Wang, Huazhong Yang
Mixed size crossbar based RRAM CNN accelerator with overlapped mapping method. ICCAD (2018)
Mohammad Mostafa Soltani, Zhenhua Zhu, Amin Hammad
Framework for Location Data Fusion and Pose Estimation of Excavators Using Stereo Vision. J. Comput. Civ. Eng. 32 (6) (2018)
Jilan Lin, Lixue Xia, Zhenhua Zhu, Hanbo Sun, Yi Cai, Hui Gao, Ming Cheng, Xiaoming Chen, Yu Wang, Huazhong Yang
Rescuing memristor-based computing with non-linear resistance levels. DATE (2018)
Bo Xiao, Zhenhua Zhu
Two-Dimensional Visual Tracking in Construction Scenarios: A Comparative Study. J. Comput. Civ. Eng. 32 (3) (2018)
Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang
TIME: A Training-in-memory Architecture for Memristor-based Deep Neural Networks. DAC (2017)
Zhenhua Zhu, Xiaoning Ren, Zhi Chen
Visual Tracking of Construction Jobsite Workforce and Equipment with Particle Filtering. J. Comput. Civ. Eng. 30 (6) (2016)
Hong-Hu Zhu, Fei Dai, Zhenhua Zhu, Tuan Guo, Xiao-Wei Ye
Smart Sensing Technologies and Their Applications in Civil Infrastructures 2016. J. Sensors 2016 (2016)
Zhenhua Zhu, Khashayar Davari
Comparison of Local Visual Feature Detectors and Descriptors for the Registration of 3D Building Scenes. J. Comput. Civ. Eng. 29 (5) (2015)
Fei Dai, Zhenhua Zhu
Line Segment Grouping and Linking: A Key Step Toward Automated Photogrammetry for Non-Contact Site Surveying. J. Intell. Robotic Syst. 79 (3-4) (2015)
Hong-Hu Zhu, Fei Dai, Zhenhua Zhu, Tuan Guo, Xiao-Wei Ye
Smart Sensing Technologies and Their Applications in Civil Infrastructures. J. Sensors 2015 (2015)
Stephanie German Paal, Jong-Su Jeon, Zhenhua Zhu, Cal Bearman, Ioannis K. Brilakis, Reginald DesRoches, Laura Lowes
Machine Vision-Enhanced Postearthquake Inspection. J. Comput. Civ. Eng. 27 (6) (2013)
Ioannis K. Brilakis, Stephanie German, Zhenhua Zhu
Visual Pattern Recognition Models for Remote Sensing of Civil Infrastructure. J. Comput. Civ. Eng. 25 (5) (2011)
Zhenhua Zhu, Ioannis K. Brilakis
Concrete Column Recognition in Images and Videos. J. Comput. Civ. Eng. 24 (6) (2010)
Zhenhua Zhu, Ioannis K. Brilakis
Detecting air pockets for architectural concrete quality assessment using visual sensing. J. Inf. Technol. Constr. 13 (2008)
Zhenhua Zhu, Shuming Gao, Huagen Wan, Wenzhen Yang
Trajectory-Based Grasp Interaction for Virtual Environments. Computer Graphics International (2006)