Impact of local structural and electrical properties of grain boundaries in polycrystalline HfO2 on reliability of SiOx interfacial layer. - Kalya Shubhakar; Nagarajan Raghavan; Sunil Singh Kushvaha; Michel Bosman; Zhongrui Wang; Sean J. O'Shea; Kin Leong Pey (Microelectron. Reliab., 2014)

Large Memristor Crossbars for Analog Computing. - Can Li; Yunning Li; Hao Jiang 017; Wenhao Song; Peng Lin; Zhongrui Wang; J. Joshua Yang; Qiangfei Xia; Miao Hu 002; Eric Montgomery; Jiaming Zhang; Noraica Dávila; et al. (ISCAS, 2018)

Unconventional computing with diffusive memristors. - Zhongrui Wang; Rivu Midya; Saumil Joshi; Hao Jiang 017; Can Li; Peng Lin; Wenhao Song; Mingyi Rao; Yunning Li; Mark Barnell; Qing Wu 002; Qiangfei Xia; et al. (ISCAS, 2018)

Long short-term memory networks in memristor crossbars. - Can Li; Zhongrui Wang; Mingyi Rao; Daniel Belkin; Wenhao Song; Hao Jiang 017; Peng Yan; Yunning Li; Peng Lin; Miao Hu 002; Ning Ge 001; John Paul Strachan; et al. (CoRR, 2018)

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)

Long short-term memory networks in memristor crossbar arrays. - Can Li; Zhongrui Wang; Mingyi Rao; Daniel Belkin; Wenhao Song; Hao Jiang 017; Peng Yan; Yunning Li; Peng Lin; Miao Hu 002; Ning Ge 001; John Paul Strachan; et al. (Nat. Mach. Intell., 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 001; Nathan McDonald; et al. (Nat. Mach. Intell., 2019)

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 002 (Comput. Ind. Eng., 2020)

BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing. - Yuan Ren; Rui Lin; Jie Ran; Chang Liu 094; Chaofan Tao; Zhongrui Wang; Can Li; Ngai Wong 001 (ASICON, 2021)

All Hardware-Based Two-Layer Perceptron Implemented in Memristor Crossbar Arrays. - Fatemeh Kiani; Jun Yin; Zhongrui Wang; J. Joshua Yang; Qiangfei Xia (ISCAS, 2021)

Memristive Crossbar Arrays for Storage and Computing Applications. - Huihan Li 002; Shaocong Wang; Xumeng Zhang; Wei Wang 209; Rui Yang; Zhong Sun; Wanxiang Feng; Peng Lin; Zhongrui Wang; Linfeng Sun; Yugui Yao (Adv. Intell. Syst., 2021)

Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning. - Houji Zhou; Jia Chen; Yinan Wang; Sen Liu 006; Yi Li 049; Qingjiang Li; Qi Liu 010; Zhongrui Wang; Yuhui He; Hui Xu 010; Xiangshui Miao (Adv. Intell. Syst., 2021)

TSAMT: Time-Series-Analysis-based Motion Transfer among Multiple Cameras. - Yaping Zhao; Guanghan Li; Zhongrui Wang (CoRR, 2021)

Spintronic memristors for computing. - Qiming Shao; Zhongrui Wang; Yan Zhou; Shunsuke Fukami; Damien Querlioz; J. Joshua Yang; Yiran Chen 001; Leon O. Chua (CoRR, 2021)

Echo state graph neural networks with analogue random resistor arrays. - Shaocong Wang; Yi Li 049; Dingchen Wang; Woyu Zhang; Xi Chen; Danian Dong; Songqi Wang; Xumeng Zhang; Peng Lin; Claudio Gallicchio; Xiaoxin Xu; Qi Liu 010; et al. (CoRR, 2021)

Carbon emission reduction and product collection decisions in the closed-loop supply chain with cap-and-trade regulation. - Zhongrui Wang; Qinghua Wu 002 (Int. J. Prod. Res., 2021)

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 (DSAA, 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 (DSAA, 2022)

Improving Source Localization by Perturbing Graph Diffusion. - Yaping Zhao; Zhongrui Wang; Edmund Y. Lam (DSAA, 2022)

Manet: Improving Video Denoising with a Multi-Alignment Network. - Yaping Zhao; Haitian Zheng; Zhongrui Wang; Jiebo Luo 001; Edmund Y. Lam (ICIP, 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 049; Xiaoxin Xu; Danian Dong; Nanjia Jiang; Fei Wang; Zeyu Guo 002; Renrui Fang; Chunmeng Dou; Kai Ni; Zhongrui Wang; et al. (VLSI Technology and Circuits, 2022)

External Passive Intermodulation Suppression by General Linear Combination based Robust Adaptive Beamforming. - Zhongrui Wang; Xu Zhu 001; Yufei Jiang; Haiyong Zeng; Baiqi Li (VTC Fall, 2022)

Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. - Yi Li 049; Woyu Zhang; Xiaoxin Xu; Yifan He 003; Danian Dong; Nanjia Jiang; Fei Wang; Zeyu Guo 002; Shaocong Wang; Chunmeng Dou; Yongpan Liu; Zhongrui Wang; et al. (Adv. Intell. Syst., 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; et al. (Adv. Intell. Syst., 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; et al. (CoRR, 2022)

Memristive deep belief neural network by silicon synapses. - Wei Wang 209; Loai Danial; Yang Li 203; Eric Herbelin; Evgeny Pikhay; Yakov Roizin; Barak Hoffer; Zhongrui Wang; Shahar Kvatinsky (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; et al. (CoRR, 2022)

Efficient Spiking Transformer Enabled By Partial Information. - Ziqing Wang; Yuetong Fang; Jiahang Cao; Zhongrui Wang; Renjing Xu (CoRR, 2022)

Neuromorphic Behaviors of the 4-Lobe Chua Corsage Memristor. - Yujiao Dong; Guangyi Wang; Zhongrui Wang; Herbert Ho-Ching Iu; Long Chen 028 (Int. J. Bifurc. Chaos, 2022)

2D materials and van der Waals heterojunctions for neuromorphic computing. - Zirui Zhang; Dongliang Yang; Huihan Li 002; Ce Li; Zhongrui Wang; Linfeng Sun; Heejun Yang (Neuromorph. Comput. Eng., 2022)

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 (SAFEPROCESS, 2023)

Solving Inverse Problems in Compressive Imaging with Score-Based Generative Models. - Zhen Yuen Chong; Yaping Zhao; Zhongrui Wang; Edmund Y. Lam (DSAA, 2023)

Masked Spiking Transformer. - Ziqing Wang; Yuetong Fang; Jiahang Cao; Qiang Zhang 029; Zhongrui Wang; Renjing Xu (ICCV, 2023)

Visualization Analysis on Intellectual Structures and Research Fronts of "Cinemetrics": Quantitative Film Studies. - Weilin Li; Zhongrui Wang (ICIEI, 2023)

Point Cloud Denoising Via Momentum Ascent in Gradient Fields. - Yaping Zhao; Haitian Zheng; Zhongrui Wang; Jiebo Luo 001; Edmund Y. Lam (ICIP, 2023)

Resistive memory-based zero-shot liquid state machine for multimodal event data learning. - Ning Lin; Shaocong Wang; Yi Li 049; Bo Wang 153; Shuhui Shi; Yangu He; Woyu Zhang; Yifei Yu; Yue Zhang 011; Xiaojuan Qi 001; Xiaoming Chen 003; Hao Jiang 024; et al. (CoRR, 2023)

Pruning random resistive memory for optimizing analogue AI. - Yi Li 049; Songqi Wang; Yaping Zhao; Shaocong Wang; Woyu Zhang; Yangu He; Ning Lin; Binbin Cui; Xi Chen; Shiming Zhang; Hao Jiang 024; Peng Lin; et al. (CoRR, 2023)

Random resistive memory-based deep extreme point learning machine for unified visual processing. - Shaocong Wang; Yizhao Gao 002; Yi Li 049; Woyu Zhang; Yifei Yu; Bo Wang 153; Ning Lin; Hegan Chen; Yue Zhang 011; Yang Jiang; Dingchen Wang; Jia Chen; et al. (CoRR, 2023)

Adaptive Adversarial Learning based cross-modal retrieval. - Zhuoyi Li; Huibin Lu; Hao Fu; Zhongrui Wang; Guanghua Gu (Eng. Appl. Artif. Intell., 2023)

Echo state graph neural networks with analogue random resistive memory arrays. - Shaocong Wang; Yi Li 049; Dingchen Wang; Woyu Zhang; Xi Chen; Danian Dong; Songqi Wang; Xumeng Zhang; Peng Lin; Claudio Gallicchio; Xiaoxin Xu; Qi Liu 010; et al. (Nat. Mac. Intell., 2023)

An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI. - Yi Li 049; Jia Chen; Linfang Wang; Woyu Zhang; Zeyu Guo 002; Jun Wang; Yongkang Han; Zhi Li 070; Fei Wang; Chunmeng Dou; Xiaoxin Xu; Jianguo Yang; et al. (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Design and Application of Biomimetic Memory Circuit Based on Hippocampus Mechanism. - Hegan Chen; Qinghui Hong; Wenqi Liu; Zhongrui Wang; Jiliang Zhang 002 (IEEE Trans. Cogn. Dev. Syst., 2023)

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 001 (ASPDAC, 2024)

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of DNNs. - Ning Lin; Shaocong Wang; Yue Zhang 011; Yangu He; Kwunhang Wong; Arindam Basu; Dashan Shang; Xiaoming Chen 003; Zhongrui Wang (DAC, 2024)

LSMR: Synergy Randomness in Liquid State Machine and RRAM-based Analog-digital Accelerator. - Ning Lin; Songqi Wang; Xinyuan Zhang; Shaocong Wang; Yangu He; Woyu Zhang; Bo Wang 153; Jiankun Li; Mingzi Li; Binbin Cui; Yi Li 049; Jia Chen; et al. (ICCAD, 2024)

SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator. - Kwunhang Wong; Songqi Wang; Wei Huang 042; Xinyuan Zhang; Yangu He; Karl Ming Him Lai; Yuzhong Jiao; Ning Lin; Xiaojuan Qi 001; Xiaoming Chen 003; Zhongrui Wang (ICCAD, 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 (ICCD, 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 001 (Appl. Soft Comput., 2024)

CMN: a co-designed neural architecture search for efficient computing-in-memory-based mixture-of-experts. - Shihao Han; Sishuo Liu; Shucheng Du; Mingzi Li; Zijian Ye; Xiaoxin Xu; Yi Li; Zhongrui Wang; Dashan Shang (Sci. China Inf. Sci., 2024)

Erratum to: CMN: a co-designed neural architecture search for efficient computing-in-memory-based mixture-of-experts. - Shihao Han; Sishuo Liu; Shucheng Du; Mingzi Li; Zijian Ye; Xiaoxin Xu; Yi Li; Zhongrui Wang; Dashan Shang (Sci. China Inf. Sci., 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 153; Xinyuan Zhang; Binbin Cui; Yi Li 049; Ning Lin; et al. (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 011; Ning Lin; Bo Wang 153; Xi Chen; Songqi Wang; et al. (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; et al. (CoRR, 2024)

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks. - Ning Lin; Shaocong Wang; Yue Zhang 011; Yangu He; Kwunhang Wong; Arindam Basu; Dashan Shang; Xiaoming Chen 003; Zhongrui Wang (CoRR, 2024)

Roadmap to Neuromorphic Computing with Emerging Technologies. - Adnan Mehonic; Daniele Ielmini; Kaushik Roy 001; Onur Mutlu; Shahar Kvatinsky; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco; Sabina Spiga; Sergey Savelev; Alexander G. Balanov; Nitin Chawla; Giuseppe Desoli; et al. (CoRR, 2024)

Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. - Yue Zhang 011; Woyu Zhang; Shaocong Wang; Ning Lin; Yifei Yu; Yangu He; Bo Wang 153; Hao Jiang 024; Peng Lin; Xiaoxin Xu; Xiaojuan Qi 001; Zhongrui Wang; et al. (CoRR, 2024)

Topology Optimization of Random Memristors for Input-Aware Dynamic SNN. - Bo Wang 153; Shaocong Wang; Ning Lin; Yi Li 049; Yifei Yu; Yue Zhang 011; Jichang Yang; Xiaojun Wu 001; Yangu He; Songqi Wang; Rui Chen; Guoqi Li; et al. (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)

A liquid optical memristor using photochromic effect and capillary effect. - Dingchen Wang; Anran Yuan; Shilei Dai; Xiao Tang; Kunbin Huang; Songrui Wei; Han Zhang 034; Zhongrui Wang (Neuromorph. Comput. Eng., 2024)

Lightweight and Lifelong Hyperspectral Image Classification via Attention-Based Reservoir Computing. - Anran Yuan; Dingchen Wang; Jing Bai 003; Zhu Xiao; Zhongrui Wang; Jianqing Li 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Realizing In-Memory Baseband Processing for Ultrafast and Energy-Efficient 6G. - Qunsong Zeng; Jiawei Liu; Mingrui Jiang; Jun Lan; Yi Gong 001; Zhongrui Wang; Yida Li; Can Li; Jim Ignowski; Kaibin Huang (IEEE Internet Things J., 2024)

2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing. - Zhi Li 070; 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, 2024)

Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory. - Woyu Zhang; Zhi Li 070; Xinyuan Zhang; Fei Wang; Shaocong Wang; Ning Lin; Yi Li 049; Jun Wang; Jinshan Yue; Chunmeng Dou; Xiaoxin Xu; Zhongrui Wang; et al. (Adv. Intell. Syst., 2024)

Memristive Circuit Implementation of Caenorhabditis Elegans Mechanism for Neuromorphic Computing. - Hegan Chen; Qinghui Hong; Zhongrui Wang; Chunhua Wang 001; Xiangxiang Zeng; Jiliang Zhang 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

CIM-Based Parallel Fully FFNN Surface Code High-Level Decoder for Quantum Error Correction. - Hao Wang; Erjia Xiao; Songhuan He; Zhongyi Ni; Lingfeng Zhang; Xiaokun Zhan; Yifei Cui; Jinguo Liu; Cheng Wang; Zhongrui Wang; Renjing Xu (DATE, 2025)

High-Performance Piezoelectric Sensors Based on PVDF/CB Nanofibers for Structural Health Monitoring. - Siqi Wang; Zhongrui Wang; Junye Tong; Tianyuan Hou; Yuhang Wang; Xiaohua Zhou; Yi Xin (IEEE Trans. Instrum. Meas., 2025)

Resistive memory-based zero-shot liquid state machine for multimodal event data learning. - Ning Lin; Shaocong Wang; Yi Li 049; Bo Wang 153; Shuhui Shi; Yangu He; Woyu Zhang; Yifei Yu; Yue Zhang 011; Xinyuan Zhang; Kwunhang Wong; Songqi Wang; et al. (Nat. Comput. Sci., 2025)

Reconfigurable Digital RRAM Logic Enables In-Situ Pruning and Learning for Edge AI. - Songqi Wang; Yue Zhang 011; Jia Chen; Xinyuan Zhang; Yi Li 049; Ning Lin; Yangu He; Jichang Yang; Yingjie Yu; Yi Li 049; Zhongrui Wang; Xiaojuan Qi 001; et al. (CoRR, 2025)

DBellQuant: Breaking the Bell with Double-Bell Transformation for LLMs Post Training Binarization. - Zijian Ye; Wei Huang 042; Yifei Yu; Tianhe Ren; Zhongrui Wang; Xiaojuan Qi 001 (CoRR, 2025)

CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step. - Zheyuan Liu 012; Munan Ning; Qihui Zhang; Shuo Yang; Zhongrui Wang; Yiwei Yang 007; Xianzhe Xu; Yibing Song; Weihua Chen; Fan Wang; Li Yuan 007 (CoRR, 2025)

Modeling Partially Observed Nonlinear Dynamical Systems and Efficient Data Assimilation via Discrete-Time Conditional Gaussian Koopman Network. - Chuanqi Chen; Zhongrui Wang; Nan Chen; Jin-Long Wu (CoRR, 2025)

When Pipelined In-Memory Accelerators Meet Spiking Direct Feedback Alignment: A Co-Design for Neuromorphic Edge Computing. - Haoxiong Ren; Yangu He; Kwunhang Wong; Rui Bao; Ning Lin; Zhongrui Wang; Dashan Shang (CoRR, 2025)

Simultaneous Planning and Tracking Framework for Obstacle Avoidance of Autonomous Mobile Robots in Dynamic Scenarios. - Zhongrui Wang; Shuting Wang 001; Shiqi Zheng; Sheng Quan Xie; Yuanlong Xie; Hao Wu 093 (IEEE Trans. Ind. Electron., 2025)