Zhongrui Wang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 63

Top Topics

Reservoir Computing

Top Venues

Adv. Intell. Syst.

Publications

Tianshu Hou, Yuan Ren, Wenyong Zhou, Can Li, Zhongrui Wang, Hai-Bao Chen, Ngai Wong
Physics-Informed Learning for Versatile RRAM Reset and Retention Simulation. ASPDAC (2024)
Qunsong Zeng, Jiawei Liu, Mingrui Jiang, Jun Lan, Yi Gong, Zhongrui Wang, Yida Li, Can Li, Jim Ignowski, Kaibin Huang
Realizing In-Memory Baseband Processing for Ultrafast and Energy-Efficient 6G. IEEE Internet Things J. 11 (3) (2024)
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
Efficient and accurate neural field reconstruction using resistive memory. CoRR (2024)
Ning Lin, Shaocong Wang, Yue Zhang, Yangu He, Kwunhang Wong, Arindam Basu, Dashan Shang, Xiaoming Chen, Zhongrui Wang
Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks. CoRR (2024)
Hao Wang, Lingfeng Zhang, Erjia Xiao, Xin Wang, Zhongrui Wang, Renjing Xu
RRAM-Based Bio-Inspired Circuits for Mobile Epileptic Correlation Extraction and Seizure Prediction. CoRR (2024)
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
Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR (2024)
Binrong Wu, Huanze Zeng, Zhongrui Wang, Lin Wang
Interpretable short-term carbon dioxide emissions forecasting based on flexible two-stage decomposition and temporal fusion transformers. Appl. Soft Comput. 159 (2024)
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
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. CoRR (2024)
Anran Yuan, Dingchen Wang, Jing Bai, Zhu Xiao, Zhongrui Wang, Jianqing Li, Licheng Jiao
Lightweight and Lifelong Hyperspectral Image Classification via Attention-Based Reservoir Computing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Kwunhang Wong, Songqi Wang, Wei Huang, Xinyuan Zhang, Yangu He, Karl M. H. Lai, Yuzhong Jiao, Ning Lin, Xiaojuan Qi, Xiaoming Chen, Zhongrui Wang
SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator. CoRR (2024)
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
Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory. Adv. Intell. Syst. 6 (7) (2024)
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
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. CoRR (2024)
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
Topology Optimization of Random Memristors for Input-Aware Dynamic SNN. CoRR (2024)
Zhi Li, Rui Bao, Woyu Zhang, Fei Wang, Jun Wang, Renrui Fang, Haoxiong Ren, Ning Lin, Jinshan Yue, Chunmeng Dou, Zhongrui Wang, Dashan Shang
2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
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
Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. CoRR (2024)
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
Echo state graph neural networks with analogue random resistive memory arrays. Nat. Mac. Intell. 5 (2) (2023)
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
Random resistive memory-based deep extreme point learning machine for unified visual processing. CoRR (2023)
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
An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
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
Pruning random resistive memory for optimizing analogue AI. CoRR (2023)
Weilin Li, Zhongrui Wang
Visualization Analysis on Intellectual Structures and Research Fronts of "Cinemetrics": Quantitative Film Studies. ICIEI (2023)
Ziqing Wang, Yuetong Fang, Jiahang Cao, Qiang Zhang, Zhongrui Wang, Renjing Xu
Masked Spiking Transformer. ICCV (2023)
Zhuoyi Li, Huibin Lu, Hao Fu, Zhongrui Wang, Guanghua Gu
Adaptive Adversarial Learning based cross-modal retrieval. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Zhen Yuen Chong, Yaping Zhao, Zhongrui Wang, Edmund Y. Lam
Solving Inverse Problems in Compressive Imaging with Score-Based Generative Models. DSAA (2023)
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
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. CoRR (2023)
Zhongrui Wang, Chengqi Bao, Jianqiang Shi, Guangwu Chen
The track inspection vehicle data is utilized for fault feature extraction of jointless track circuit compensation capacitor using CEEMDAN. SAFEPROCESS (2023)
Hegan Chen, Qinghui Hong, Wenqi Liu, Zhongrui Wang, Jiliang Zhang
Design and Application of Biomimetic Memory Circuit Based on Hippocampus Mechanism. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam
Point Cloud Denoising Via Momentum Ascent in Gradient Fields. ICIP (2023)
Yaping Zhao, Shuhui Shi, Ramgopal Ravi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao
H4M: Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional Dataset for Socioeconomic Analytics in the Case of Beijing. DSAA (2022)
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
Cryogenic in-memory computing using tunable chiral edge states. CoRR (2022)
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
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. Adv. Intell. Syst. 4 (8) (2022)
Yaping Zhao, Ramgopal Ravi, Shuhui Shi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao
PATE: Property, Amenities, Traffic and Emotions Coming Together for Real Estate Price Prediction. DSAA (2022)
Zhongrui Wang, Xu Zhu, Yufei Jiang, Haiyong Zeng, Baiqi Li
External Passive Intermodulation Suppression by General Linear Combination based Robust Adaptive Beamforming. VTC Fall (2022)
Wei Wang, Loai Danial, Yang Li, Eric Herbelin, Evgeny Pikhay, Yakov Roizin, Barak Hoffer, Zhongrui Wang, Shahar Kvatinsky
Memristive deep belief neural network by silicon synapses. CoRR (2022)
Zirui Zhang, Dongliang Yang, Huihan Li, Ce Li, Zhongrui Wang, Linfeng Sun, Heejun Yang
2D materials and van der Waals heterojunctions for neuromorphic computing. Neuromorph. Comput. Eng. 2 (2) (2022)
Yaping Zhao, Ramgopal Ravi, Shuhui Shi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao
PATE: Property, Amenities, Traffic and Emotions Coming Together for Real Estate Price Prediction. CoRR (2022)
Yaping Zhao, Zhongrui Wang, Edmund Y. Lam
Improving Source Localization by Perturbing Graph Diffusion. DSAA (2022)
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
Few-shot graph learning with robust and energy-efficient memory-augmented graph neural network (MAGNN) based on homogeneous computing-in-memory. VLSI Technology and Circuits (2022)
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
Convolutional Echo-State Network with Random Memristors for Spatiotemporal Signal Classification. Adv. Intell. Syst. 4 (8) (2022)
Yujiao Dong, Guangyi Wang, Zhongrui Wang, Herbert Ho-Ching Iu, Long Chen
Neuromorphic Behaviors of the 4-Lobe Chua Corsage Memristor. Int. J. Bifurc. Chaos 32 (4) (2022)
Ziqing Wang, Yuetong Fang, Jiahang Cao, Zhongrui Wang, Renjing Xu
Efficient Spiking Transformer Enabled By Partial Information. CoRR (2022)
Yaping Zhao, Shuhui Shi, Ramgopal Ravi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao
H4M: Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional Dataset for Socioeconomic Analytics in the Case of Beijing. CoRR (2022)
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
Molecular-scale Integration of Multi-modal Sensing and Neuromorphic Computing with Organic Electrochemical Transistors. CoRR (2022)
Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam
Manet: Improving Video Denoising with a Multi-Alignment Network. ICIP (2022)
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
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. Adv. Intell. Syst. 4 (8) (2022)
Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam
MANet: Improving Video Denoising with a Multi-Alignment Network. CoRR (2022)
Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam
Point Cloud Denoising via Momentum Ascent in Gradient Fields. CoRR (2022)
Zhongrui Wang, Qinghua Wu
Carbon emission reduction and product collection decisions in the closed-loop supply chain with cap-and-trade regulation. Int. J. Prod. Res. 59 (14) (2021)
Houji Zhou, Jia Chen, Yinan Wang, Sen Liu, Yi Li, Qingjiang Li, Qi Liu, Zhongrui Wang, Yuhui He, Hui Xu, Xiangshui Miao
Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning. Adv. Intell. Syst. 3 (11) (2021)
Qiming Shao, Zhongrui Wang, Yan Zhou, Shunsuke Fukami, Damien Querlioz, J. Joshua Yang, Yiran Chen, Leon O. Chua
Spintronic memristors for computing. CoRR (2021)
Huihan Li, Shaocong Wang, Xumeng Zhang, Wei Wang, Rui Yang, Zhong Sun, Wanxiang Feng, Peng Lin, Zhongrui Wang, Linfeng Sun, Yugui Yao
Memristive Crossbar Arrays for Storage and Computing Applications. Adv. Intell. Syst. 3 (9) (2021)
Yuan Ren, Rui Lin, Jie Ran, Chang Liu, Chaofan Tao, Zhongrui Wang, Can Li, Ngai Wong
BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing. ASICON (2021)
Fatemeh Kiani, Jun Yin, Zhongrui Wang, J. Joshua Yang, Qiangfei Xia
All Hardware-Based Two-Layer Perceptron Implemented in Memristor Crossbar Arrays. ISCAS (2021)
Huihan Li, Shaocong Wang, Xumeng Zhang, Wei Wang, Rui Yang, Zhong Sun, Wanxiang Feng, Peng Lin, Zhongrui Wang, Linfeng Sun, Yugui Yao
Memristive Crossbar Arrays for Storage and Computing Applications. Adv. Intell. Syst. 3 (9) (2021)
Houji Zhou, Jia Chen, Yinan Wang, Sen Liu, Yi Li, Qingjiang Li, Qi Liu, Zhongrui Wang, Yuhui He, Hui Xu, Xiangshui Miao
Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning. Adv. Intell. Syst. 3 (11) (2021)
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
Echo state graph neural networks with analogue random resistor arrays. CoRR (2021)
Yaping Zhao, Guanghan Li, Zhongrui Wang
TSAMT: Time-Series-Analysis-based Motion Transfer among Multiple Cameras. CoRR (2021)
Zhongrui Wang, Alexander E. I. Brownlee, Qinghua Wu
Production and joint emission reduction decisions based on two-way cost-sharing contract under cap-and-trade regulation. Comput. Ind. Eng. 146 (2020)
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
In situ training of feed-forward and recurrent convolutional memristor networks. Nat. Mach. Intell. 1 (9) (2019)
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
Long short-term memory networks in memristor crossbar arrays. Nat. Mach. Intell. 1 (1) (2019)
Rivu Midya, Zhongrui Wang, Shiva Asapu, Xumeng Zhang, Mingyi Rao, Wenhao Song, Ye Zhuo, Navnidhi K. Upadhyay, Qiangfei Xia, J. Joshua Yang
Reservoir Computing Using Diffusive Memristors. Adv. Intell. Syst. 1 (7) (2019)
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
Long short-term memory networks in memristor crossbars. CoRR (2018)
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
Unconventional computing with diffusive memristors. ISCAS (2018)
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
Large Memristor Crossbars for Analog Computing. ISCAS (2018)
Kalya Shubhakar, Nagarajan Raghavan, Sunil Singh Kushvaha, Michel Bosman, Zhongrui Wang, Sean J. O'Shea, Kin Leong Pey
interfacial layer. Microelectron. Reliab. 54 (9-10) (2014)