Zhongrui Wang

According to our database, Zhongrui Wang authored at least 60 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Memristive Circuit Implementation of Caenorhabditis Elegans Mechanism for Neuromorphic Computing.

Hegan Chen, Qinghui Hong, Zhongrui Wang, Chunhua Wang, Xiangxiang Zeng, Jiliang Zhang

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory.

Woyu Zhang, Zhi Li, Xinyuan Zhang, Fei Wang, Shaocong Wang, Ning Lin, Yi Li, Jun Wang, Jinshan Yue, Chunmeng Dou, Xiaoxin Xu, Zhongrui Wang, Dashan Shang

Adv. Intell. Syst., July, 2024

2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing.

Zhi Li, Rui Bao, Woyu Zhang, Fei Wang, Jun Wang, Renrui Fang, Haoxiong Ren, Ning Lin, Jinshan Yue, Chunmeng Dou, Zhongrui Wang, Dashan Shang

IEEE Trans. Circuits Syst. II Express Briefs, May, 2024

Realizing In-Memory Baseband Processing for Ultrafast and Energy-Efficient 6G.

Qunsong Zeng, Jiawei Liu, Mingrui Jiang, Jun Lan, Yi Gong, Zhongrui Wang, Yida Li, Can Li, Jim Ignowski, Kaibin Huang

IEEE Internet Things J., February, 2024

Lightweight and Lifelong Hyperspectral Image Classification via Attention-Based Reservoir Computing.

Anran Yuan, Dingchen Wang, Jing Bai, Zhu Xiao, Zhongrui Wang, Jianqing Li, Licheng Jiao

IEEE Trans. Geosci. Remote. Sens., 2024

RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge Devices.

Kam Chi Loong, Shihao Han, Sishuo Liu, Ning Lin, Zhongrui Wang

CoRR, 2024

RRAM-Based Bio-Inspired Circuits for Mobile Epileptic Correlation Extraction and Seizure Prediction.

Hao Wang, Lingfeng Zhang, Erjia Xiao, Xin Wang, Zhongrui Wang, Renjing Xu

CoRR, 2024

Topology Optimization of Random Memristors for Input-Aware Dynamic SNN.

Bo Wang, Shaocong Wang, Ning Lin, Yi Li, Yifei Yu, Yue Zhang, Jichang Yang, Xiaojun Wu, Yangu He, Songqi Wang, Rui Chen, Guoqi Li, Xiaojuan Qi, Zhongrui Wang, Dashan Shang

CoRR, 2024

SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator.

Kwunhang Wong, Songqi Wang, Wei Huang, Xinyuan Zhang, Yangu He, Karl M. H. Lai, Yuzhong Jiao, Ning Lin, Xiaojuan Qi, Xiaoming Chen, Zhongrui Wang

CoRR, 2024

Dynamic neural network with memristive CIM and CAM for 2D and 3D vision.

Yue Zhang, Woyu Zhang, Shaocong Wang, Ning Lin, Yifei Yu, Yangu He, Bo Wang, Hao Jiang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu

CoRR, 2024

Roadmap to Neuromorphic Computing with Emerging Technologies.

Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser

CoRR, 2024

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks.

Ning Lin, Shaocong Wang, Yue Zhang, Yangu He, Kwunhang Wong, Arindam Basu, Dashan Shang, Xiaoming Chen, Zhongrui Wang

CoRR, 2024

Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver.

Hegan Chen, Jichang Yang, Jia Chen, Songqi Wang, Shaocong Wang, Dingchen Wang, Xinyu Tian, Yifei Yu, Xi Chen, Yinan Lin, Yangu He, Xiaoshan Wu, Yi Li, Xinyuan Zhang, Ning Lin, Meng Xu, Yi Li, Xumeng Zhang, Zhongrui Wang, Han Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu

CoRR, 2024

Efficient and accurate neural field reconstruction using resistive memory.

Yifei Yu, Shaocong Wang, Woyu Zhang, Xinyuan Zhang, Xiuzhe Wu, Yangu He, Jichang Yang, Yue Zhang, Ning Lin, Bo Wang, Xi Chen, Songqi Wang, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu

CoRR, 2024

Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model.

Jichang Yang, Hegan Chen, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Xi Chen, Bo Wang, Xinyuan Zhang, Binbin Cui, Yi Li, Ning Lin, Meng Xu, Yi Li, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Han Wang, Qi Liu, Kwang-Ting Cheng, Ming Liu

CoRR, 2024

Interpretable short-term carbon dioxide emissions forecasting based on flexible two-stage decomposition and temporal fusion transformers.

Binrong Wu, Huanze Zeng, Zhongrui Wang, Lin Wang

Appl. Soft Comput., 2024

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of DNNs.

Ning Lin, Shaocong Wang, Yue Zhang, Yangu He, Kwunhang Wong, Arindam Basu, Dashan Shang, Xiaoming Chen, Zhongrui Wang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Physics-Informed Learning for Versatile RRAM Reset and Retention Simulation.

Tianshu Hou, Yuan Ren, Wenyong Zhou, Can Li, Zhongrui Wang, Hai-Bao Chen, Ngai Wong

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

Design and Application of Biomimetic Memory Circuit Based on Hippocampus Mechanism.

Hegan Chen, Qinghui Hong, Wenqi Liu, Zhongrui Wang, Jiliang Zhang

IEEE Trans. Cogn. Dev. Syst., September, 2023

An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI.

Yi Li, Jia Chen, Linfang Wang, Woyu Zhang, Zeyu Guo, Jun Wang, Yongkang Han, Zhi Li, Fei Wang, Chunmeng Dou, Xiaoxin Xu, Jianguo Yang, Zhongrui Wang, Dashan Shang

IEEE Trans. Circuits Syst. II Express Briefs, June, 2023

Echo state graph neural networks with analogue random resistive memory arrays.

Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu

Nat. Mac. Intell., February, 2023

Adaptive Adversarial Learning based cross-modal retrieval.

Zhuoyi Li, Huibin Lu, Hao Fu, Zhongrui Wang, Guanghua Gu

Eng. Appl. Artif. Intell., 2023

Random resistive memory-based deep extreme point learning machine for unified visual processing.

Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu

CoRR, 2023

Pruning random resistive memory for optimizing analogue AI.

Yi Li, Songqi Wang, Yaping Zhao, Shaocong Wang, Woyu Zhang, Yangu He, Ning Lin, Binbin Cui, Xi Chen, Shiming Zhang, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Xiaoxin Xu, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu

CoRR, 2023

Resistive memory-based zero-shot liquid state machine for multimodal event data learning.

Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xiaojuan Qi, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Qi Liu, Zhongrui Wang, Dashan Shang, Ming Liu

CoRR, 2023

Point Cloud Denoising Via Momentum Ascent in Gradient Fields.

Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam

Proceedings of the IEEE International Conference on Image Processing, 2023

Visualization Analysis on Intellectual Structures and Research Fronts of "Cinemetrics": Quantitative Film Studies.

Weilin Li, Zhongrui Wang

Proceedings of the 8th International Conference on Information and Education Innovations, 2023

Masked Spiking Transformer.

Ziqing Wang, Yuetong Fang, Jiahang Cao, Qiang Zhang, Zhongrui Wang, Renjing Xu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Solving Inverse Problems in Compressive Imaging with Score-Based Generative Models.

Zhen Yuen Chong, Yaping Zhao, Zhongrui Wang, Edmund Y. Lam

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

The track inspection vehicle data is utilized for fault feature extraction of jointless track circuit compensation capacitor using CEEMDAN.

Zhongrui Wang, Chengqi Bao, Jianqiang Shi, Guangwu Chen

Proceedings of the CAA Symposium on Fault Detection, 2023

2022

2D materials and van der Waals heterojunctions for neuromorphic computing.

Zirui Zhang, Dongliang Yang, Huihan Li, Ce Li, Zhongrui Wang, Linfeng Sun, Heejun Yang

Neuromorph. Comput. Eng., June, 2022

Neuromorphic Behaviors of the 4-Lobe Chua Corsage Memristor.

Yujiao Dong, Guangyi Wang, Zhongrui Wang, Herbert Ho-Ching Iu, Long Chen

Int. J. Bifurc. Chaos, 2022

Efficient Spiking Transformer Enabled By Partial Information.

Ziqing Wang, Yuetong Fang, Jiahang Cao, Zhongrui Wang, Renjing Xu

CoRR, 2022

Cryogenic in-memory computing using tunable chiral edge states.

Yuting Liu, Albert Lee, Kun Qian, Peng Zhang, Haoran He, Zheyu Ren, Shun Kong Cheung, Yaoyin Li, Xu Zhang, Zichao Ma, Zhihua Xiao, Guoqiang Yu, Xin Wang, Junwei Liu, Zhongrui Wang, Kang L. Wang, Qiming Shao

CoRR, 2022

Memristive deep belief neural network by silicon synapses.

Wei Wang, Loai Danial, Yang Li, Eric Herbelin, Evgeny Pikhay, Yakov Roizin, Barak Hoffer, Zhongrui Wang, Shahar Kvatinsky

CoRR, 2022

Molecular-scale Integration of Multi-modal Sensing and Neuromorphic Computing with Organic Electrochemical Transistors.

Shijie Wang, Xi Chen, Chao Zhao, Yuxin Kong, Baojun Lin, Yongyi Wu, Zhaozhao Bi, Ziyi Xuan, Tao Li, Yuxiang Li, Wei Zhang, En Ma, Zhongrui Wang, Wei Ma

CoRR, 2022

Convolutional Echo-State Network with Random Memristors for Spatiotemporal Signal Classification.

Shaocong Wang, Hegan Chen, Woyu Zhang, Yi Li, Dingchen Wang, Shuhui Shi, Yaping Zhao, Kam Chi Loong, Xi Chen, Yujiao Dong, Yi Zhang, Yang Jiang, Chaudhry Furqan, Jia Chen, Qing Wang, Xiaoxin Xu, Guangyi Wang, Hongyu Yu, Dashan Shang, Zhongrui Wang

Adv. Intell. Syst., 2022

Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory.

Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang

Adv. Intell. Syst., 2022

External Passive Intermodulation Suppression by General Linear Combination based Robust Adaptive Beamforming.

Zhongrui Wang, Xu Zhu, Yufei Jiang, Haiyong Zeng, Baiqi Li

Proceedings of the 96th Vehicular Technology Conference, 2022

Few-shot graph learning with robust and energy-efficient memory-augmented graph neural network (MAGNN) based on homogeneous computing-in-memory.

Woyu Zhang, Shaocong Wang, Yi Li, Xiaoxin Xu, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Renrui Fang, Chunmeng Dou, Kai Ni, Zhongrui Wang, Dashan Shang, Ming Liu

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

Manet: Improving Video Denoising with a Multi-Alignment Network.

Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Improving Source Localization by Perturbing Graph Diffusion.

Yaping Zhao, Zhongrui Wang, Edmund Y. Lam

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

H4M: Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional Dataset for Socioeconomic Analytics in the Case of Beijing.

Yaping Zhao, Shuhui Shi, Ramgopal Ravi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

PATE: Property, Amenities, Traffic and Emotions Coming Together for Real Estate Price Prediction.

Yaping Zhao, Ramgopal Ravi, Shuhui Shi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Carbon emission reduction and product collection decisions in the closed-loop supply chain with cap-and-trade regulation.

Zhongrui Wang, Qinghua Wu

Int. J. Prod. Res., 2021

Echo state graph neural networks with analogue random resistor arrays.

Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu

CoRR, 2021

Spintronic memristors for computing.

Qiming Shao, Zhongrui Wang, Yan Zhou, Shunsuke Fukami, Damien Querlioz, J. Joshua Yang, Yiran Chen, Leon O. Chua

CoRR, 2021

TSAMT: Time-Series-Analysis-based Motion Transfer among Multiple Cameras.

Yaping Zhao, Guanghan Li, Zhongrui Wang

CoRR, 2021

Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning.

Houji Zhou, Jia Chen, Yinan Wang, Sen Liu, Yi Li, Qingjiang Li, Qi Liu, Zhongrui Wang, Yuhui He, Hui Xu, Xiangshui Miao

Adv. Intell. Syst., 2021

Memristive Crossbar Arrays for Storage and Computing Applications.

Huihan Li, Shaocong Wang, Xumeng Zhang, Wei Wang, Rui Yang, Zhong Sun, Wanxiang Feng, Peng Lin, Zhongrui Wang, Linfeng Sun, Yugui Yao

Adv. Intell. Syst., 2021

All Hardware-Based Two-Layer Perceptron Implemented in Memristor Crossbar Arrays.

Fatemeh Kiani, Jun Yin, Zhongrui Wang, J. Joshua Yang, Qiangfei Xia

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing.

Yuan Ren, Rui Lin, Jie Ran, Chang Liu, Chaofan Tao, Zhongrui Wang, Can Li, Ngai Wong

Proceedings of the 14th IEEE International Conference on ASIC, 2021

2020

Production and joint emission reduction decisions based on two-way cost-sharing contract under cap-and-trade regulation.

Zhongrui Wang, Alexander E. I. Brownlee, Qinghua Wu

Comput. Ind. Eng., 2020

2019

In situ training of feed-forward and recurrent convolutional memristor networks.

Zhongrui Wang, Can Li, Peng Lin, Mingyi Rao, Yongyang Nie, Wenhao Song, Qinru Qiu, Yunning Li, Peng Yan, John Paul Strachan, Ning Ge, Nathan McDonald, Qing Wu, Miao Hu, Huaqiang Wu, R. Stanley Williams, Qiangfei Xia, J. Joshua Yang

Nat. Mach. Intell., 2019

Long short-term memory networks in memristor crossbar arrays.

Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia

Nat. Mach. Intell., 2019

Reservoir Computing Using Diffusive Memristors.

Rivu Midya, Zhongrui Wang, Shiva Asapu, Xumeng Zhang, Mingyi Rao, Wenhao Song, Ye Zhuo, Navnidhi K. Upadhyay, Qiangfei Xia, J. Joshua Yang

Adv. Intell. Syst., 2019

2018

Long short-term memory networks in memristor crossbars.

Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia

CoRR, 2018

Unconventional computing with diffusive memristors.

Zhongrui Wang, Rivu Midya, Saumil Joshi, Hao Jiang, Can Li, Peng Lin, Wenhao Song, Mingyi Rao, Yunning Li, Mark Barnell, Qing Wu, Qiangfei Xia, J. Joshua Yang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Large Memristor Crossbars for Analog Computing.

Can Li, Yunning Li, Hao Jiang, Wenhao Song, Peng Lin, Zhongrui Wang, J. Joshua Yang, Qiangfei Xia, Miao Hu, Eric Montgomery, Jiaming Zhang, Noraica Dávila, Catherine E. Graves, Zhiyong Li, John Paul Strachan, R. Stanley Williams, Ning Ge, Mark Barnell, Qing Wu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2014

Impact of local structural and electrical properties of grain boundaries in polycrystalline HfO₂ on reliability of SiO_x interfacial layer.

Kalya Shubhakar, Nagarajan Raghavan, Sunil Singh Kushvaha, Michel Bosman, Zhongrui Wang, Sean J. O'Shea, Kin Leong Pey

Microelectron. Reliab., 2014