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title: "IEEE Transactions on Neural Networks and Learning Systems"
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# IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers

988 papers · page 7 of 10 · the most cited first · [← IEEE Transactions on Neural Networks and Learning Systems 2023](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2023/)

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601. **[Clustering Enhanced Multiplex Graph Contrastive Representation Learning ↗](https://doi.org/10.1109/tnnls.2023.3334751)**Ruiwen Yuan, Yongqiang Tang, Yajing Wu et al.*13 citations*
602. **[Complete Stability of Neural Networks With Extended Memristors ↗](https://doi.org/10.1109/tnnls.2023.3279406)**Mauro Di Marco, Mauro Forti, Riccardo Moretti et al.*13 citations*
603. **[Computation-Efficient Fault Detection Framework for Partially Known Nonlinear Distributed Parameter Systems ↗](https://doi.org/10.1109/tnnls.2023.3263840)**Yun Wen Feng, Yaonan Wang, Yang Mo et al.*13 citations*
604. **[Concurrent Learning-Based Adaptive Control of Underactuated Robotic Systems With Guaranteed Transient Performance for Both Actuated and Unactuated Motions ↗](https://doi.org/10.1109/tnnls.2023.3311927)**Tong Yang, Ning Sun, Zhuoqing Liu et al.*13 citations*
605. **[Curved Geometric Networks for Visual Anomaly Recognition ↗](https://doi.org/10.1109/tnnls.2023.3309846)**Jie Hong, Pengfei Fang, Weihao Li et al.*13 citations*
606. **[Domain-Adaptive Graph Attention-Supervised Network for Cross-Network Edge Classification ↗](https://doi.org/10.1109/tnnls.2023.3309632)**Xiao Xia Shen, Mengqiu Shao, Shirui Pan et al.*13 citations*
607. **[Dynamic Event-Driven Finite-Horizon Optimal Consensus Control for Constrained Multiagent Systems ↗](https://doi.org/10.1109/tnnls.2023.3292154)**Lijie Wang, Jiahong Xu, Yang Liu et al.*13 citations*
608. **[Enhanced Results on Sampled-Data Synchronization for Chaotic Neural Networks With Actuator Saturation Using Parameterized Control ↗](https://doi.org/10.1109/tnnls.2023.3246426)**Seong-Hyeon Jo, Wookyong Kwon, Sang Jun Lee et al.*13 citations*
609. **[Fusion PCAM R-CNN of Automatic Segmentation for Magnetic Flux Leakage Defects ↗](https://doi.org/10.1109/tnnls.2023.3261363)**Zhujun Wang, Lijian Yang, Tianhe Sun et al.*13 citations*
610. **[Heuristic Heterogeneous Graph Reasoning Networks for Fact Verification ↗](https://doi.org/10.1109/tnnls.2023.3282380)**Lianwei Wu, Dengxiu Yu, Pusheng Liu et al.*13 citations*
611. **[Interest HD: An Interest Frame Model for Recommendation Based on HD Image Generation ↗](https://doi.org/10.1109/tnnls.2023.3278673)**Weikang He, Yunpeng Xiao, Tun Li et al.*13 citations*
612. **[Learning Relation-Enhanced Hierarchical Solver for Math Word Problems ↗](https://doi.org/10.1109/tnnls.2023.3272114)**Xin Lin, Zhenya Huang, Hongke Zhao et al.*13 citations*
613. **[Multistability and Robustness of Competitive Neural Networks With Time-Varying Delays ↗](https://doi.org/10.1109/tnnls.2023.3321434)**Song Zhu, Jiahui Zhang, Xiaoyang Liu et al.*13 citations*
614. **[Neural Improvement Heuristics for Graph Combinatorial Optimization Problems ↗](https://doi.org/10.1109/tnnls.2023.3314375)**Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu*13 citations*
615. **[PMSGAN: Parallel Multistage GANs for Face Image Translation ↗](https://doi.org/10.1109/tnnls.2022.3233025)**Changcheng Liang, Mingrui Zhu, Nannan Wang et al.*13 citations*
616. **[Perturbed Progressive Learning for Semisupervised Defect Segmentation ↗](https://doi.org/10.1109/tnnls.2023.3324188)**Yao Wu, Mingwei Xing, Yachao Zhang et al.*13 citations*
617. **[Safe Reinforcement Learning via a Model-Free Safety Certifier ↗](https://doi.org/10.1109/tnnls.2023.3264815)**Amir Modares, Nasser Sadati, Babak Esmaeili et al.*13 citations*
618. **[Simultaneous Optimization of Discrete and Continuous Parameters Defining a Robot Morphology and Controller ↗](https://doi.org/10.1109/tnnls.2023.3272068)**Ryosuke Koike, Ryo Ariizumi, Fumitoshi Matsuno*13 citations*
619. **[Staleness-Reduction Mini-Batch K-Means ↗](https://doi.org/10.1109/tnnls.2023.3279122)**Xueying Zhu, Jie Sun, Zhenhao He et al.*13 citations*
620. **[Two Novel Noise-Suppression Projection Neural Networks With Fixed-Time Convergence for Variational Inequalities and Applications ↗](https://doi.org/10.1109/tnnls.2023.3321761)**Xinsong Yang, Xingxing Ju, Peng Jia Shi et al.*13 citations*
621. **[Uncertainty-Adjusted Recommendation via Matrix Factorization With Weighted Losses ↗](https://doi.org/10.1109/tnnls.2023.3288769)**Rodrigo Augusto da Silva Alves, Antoine Ledent, Marius Kloft*13 citations*
622. **[Which Samples Should Be Learned First: Easy or Hard? ↗](https://doi.org/10.1109/tnnls.2023.3284430)**Xiaoling Zhou, Ou Wu*13 citations*
623. **[A Thompson Sampling Algorithm With Logarithmic Regret for Unimodal Gaussian Bandit ↗](https://doi.org/10.1109/tnnls.2023.3295360)**Long Yang, Zhao Li, Zehong Hu et al.*12 citations*
624. **[Adaptive Neurodynamic Approach to Multiple Constrained Distributed Resource Allocation ↗](https://doi.org/10.1109/tnnls.2023.3269426)**Linhua Luan, Sitian Qin*12 citations*
625. **[An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate ↗](https://doi.org/10.1109/tnnls.2023.3342462)**Cheng‐Hong Yang, Sin‐Hua Moi, Li‐Yeh Chuang et al.*12 citations*
626. **[Community Detection via Multihop Nonnegative Matrix Factorization ↗](https://doi.org/10.1109/tnnls.2023.3238419)**Jiewen Guan, Bilian Chen, Xin Sunny Huang*12 citations*
627. **[Constrained Maximum Cross-Domain Likelihood for Domain Generalization ↗](https://doi.org/10.1109/tnnls.2023.3292242)**Jianxin Lin, Yongqiang Tang, Junping Wang et al.*12 citations*
628. **[Context-Aware Proposal–Boundary Network With Structural Consistency for Audiovisual Event Localization ↗](https://doi.org/10.1109/tnnls.2023.3290083)**Hao Wang, Zheng-Jun Zha, Liang Li et al.*12 citations*
629. **[Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/tnnls.2023.3269513)**Chunyan Wang, Dong liang Zhang, Liyan Zhang et al.*12 citations*
630. **[Demand Peak Forecasting of the Fused Magnesia Furnace Group With Model Prediction and Adaptive Deep Learning ↗](https://doi.org/10.1109/tnnls.2023.3290185)**Yuheng Liu, Tianyou Chai*12 citations*
631. **[Dual Attention Adversarial Attacks With Limited Perturbations ↗](https://doi.org/10.1109/tnnls.2023.3274142)**Mingxing Duan, Yunchuan Qin, Jiayan Deng et al.*12 citations*
632. **[Event-Triggered Adaptive Antidisturbance Switching Control for Switched Systems With Dynamic Neural Network Disturbance Modeling ↗](https://doi.org/10.1109/tnnls.2023.3307389)**Ying Hong Zhao, Yuxuan Gao, Hong Sang et al.*12 citations*
633. **[Few-Shot Object Detection With Self-Supervising and Cooperative Classifier ↗](https://doi.org/10.1109/tnnls.2022.3204597)**Di Qi, Jilin Hu, Jianbing Shen*12 citations*
634. **[GLGAN-VC: A Guided Loss-Based Generative Adversarial Network for Many-to-Many Voice Conversion ↗](https://doi.org/10.1109/tnnls.2023.3335119)**Sandipan Dhar, Nanda Dulal Jana, Swagatam Das*12 citations*
635. **[Going Deeper, Generalizing Better: An Information-Theoretic View for Deep Learning ↗](https://doi.org/10.1109/tnnls.2023.3297113)**Jingwei Zhang, Tongliang Liu, Dacheng Tao*12 citations*
636. **[Hyperspectral Blind Unmixing Using a Double Deep Image Prior ↗](https://doi.org/10.1109/tnnls.2023.3294714)**Chao Zhou, Miguel R. D. Rodrigues*12 citations*
637. **[InOR-Net: Incremental 3-D Object Recognition Network for Point Cloud Representation ↗](https://doi.org/10.1109/tnnls.2023.3247490)**Jiahua Dong, Yang Cong, Gan Sun et al.*12 citations*
638. **[Iterative Multiview Subspace Learning for Unpaired Multiview Clustering ↗](https://doi.org/10.1109/tnnls.2023.3281739)**Wanqi Yang, Like Xin, Lei Wang et al.*12 citations*
639. **[Learning Generative Models Using Denoising Density Estimators ↗](https://doi.org/10.1109/tnnls.2023.3308191)**Siavash Bigdeli, Geng Cheng Lin, L. Andrea Dunbar et al.*12 citations*
640. **[Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN ↗](https://doi.org/10.1109/tnnls.2023.3298263)**Tianxiang Hao, Xiaohan Ding, Jungong Han et al.*12 citations*
641. **[Mild Policy Evaluation for Offline Actor–Critic ↗](https://doi.org/10.1109/tnnls.2023.3309906)**Longyang Huang, Botao Dong, Jinhui Lu et al.*12 citations*
642. **[RL-Chord: CLSTM-Based Melody Harmonization Using Deep Reinforcement Learning ↗](https://doi.org/10.1109/tnnls.2023.3248793)**Shulei Ji, Xinyu Yang, Jing Luo et al.*12 citations*
643. **[Resource-Constrained Multisource Instance-Based Transfer Learning ↗](https://doi.org/10.1109/tnnls.2023.3327248)**Mohammad Askarizadeh, Alireza Morsali, Kim Khoa Nguyen*12 citations*
644. **[SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection ↗](https://doi.org/10.1109/tnnls.2023.3339889)**Hui Zhang, Guiyang Luo, Xiao Wang et al.*12 citations*
645. **[Selective Contrastive Learning for Unpaired Multi-View Clustering ↗](https://doi.org/10.1109/tnnls.2023.3329658)**Like Xin, Wanqi Yang, Lei Wang et al.*12 citations*
646. **[Self-Organizing Robust Fuzzy Neural Network for Nonlinear System Modeling ↗](https://doi.org/10.1109/tnnls.2023.3334150)**Honggui Han, Jiaqian Wang, Zheng Liu et al.*12 citations*
647. **[Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images ↗](https://doi.org/10.1109/tnnls.2023.3282809)**Jingchen Li, Haobin Shi, Wenbai Chen et al.*12 citations*
648. **[Semisupervised Change Detection Based on Bihierarchical Feature Aggregation and Extraction Network ↗](https://doi.org/10.1109/tnnls.2023.3242075)**Mingyang Zhang, Tianqi Gao, Maoguo Gong et al.*12 citations*
649. **[Spike Attention Coding for Spiking Neural Networks ↗](https://doi.org/10.1109/tnnls.2023.3310263)**Jiawen Liu, Yifan Hu, Guoqi Li et al.*12 citations*
650. **[Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation ↗](https://doi.org/10.1109/tnnls.2023.3266841)**Haijin Zeng, Shaoguang Huang, Yongyong Chen et al.*12 citations*
651. **[Tensor-Empowered Adaptive Learning for Few-Shot Streaming Tasks ↗](https://doi.org/10.1109/tnnls.2022.3227267)**Bocheng Ren, Laurence Tianruo Yang, Qingchen Zhang et al.*12 citations*
652. **[Weakly Supervised Temporal Action Localization With Bidirectional Semantic Consistency Constraint ↗](https://doi.org/10.1109/tnnls.2023.3266062)**Guozhang Li, De Cheng, Xinpeng Ding et al.*12 citations*
653. **[Zero-Shot Human–Object Interaction Detection via Similarity Propagation ↗](https://doi.org/10.1109/tnnls.2023.3309104)**Daoming Zong, Shiliang Sun*12 citations*
654. **[A Fast Evolutionary Knowledge Transfer Search for Multiscale Deep Neural Architecture ↗](https://doi.org/10.1109/tnnls.2023.3304291)**Ruohan Zhang, Licheng Jiao, Dan Wang et al.*11 citations*
655. **[A Novel Public Sentiment Analysis Method Based on an Isomerism Learning Model via Multiphase Processing ↗](https://doi.org/10.1109/tnnls.2023.3274912)**Zhihao Hao, Guancheng Wang, Bob Zhang et al.*11 citations*
656. **[CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation ↗](https://doi.org/10.1109/tnnls.2023.3263387)**Xiao Wang, Jingen Liu, Tao Mei et al.*11 citations*
657. **[Confusion Region Mining for Crowd Counting ↗](https://doi.org/10.1109/tnnls.2023.3311020)**Jiawen Zhu, Wenda Zhao, Libo Yao et al.*11 citations*
658. **[Cyclical Curriculum Learning ↗](https://doi.org/10.1109/tnnls.2023.3265331)**H. Toprak Kesgin, Mehmet Fatih Amasyalı*11 citations*
659. **[DCCD: Reducing Neural Network Redundancy via Distillation ↗](https://doi.org/10.1109/tnnls.2023.3238337)**Liu Yuang, Jun Chen, Yong Liu*11 citations*
660. **[Delicately Reinforced k-Nearest Neighbor Classifier Combined With Expert Knowledge Applied to Abnormity Forecast in Electrolytic Cell ↗](https://doi.org/10.1109/tnnls.2023.3280963)**Jue Shi, Xiaofang Chen, Yongfang Xie et al.*11 citations*
661. **[Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks ↗](https://doi.org/10.1109/tnnls.2023.3250437)**Bo Lyu, Shiping Wen, Yin Yang et al.*11 citations*
662. **[Discriminative Deep Canonical Correlation Analysis for Multi-View Data ↗](https://doi.org/10.1109/tnnls.2023.3277633)**Debamita Kumar, Pradipta Maji*11 citations*
663. **[Distributed Optimization of Graph Convolutional Network Using Subgraph Variance ↗](https://doi.org/10.1109/tnnls.2023.3243904)**Taige Zhao, Xiangyu Song, Man Li et al.*11 citations*
664. **[Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization ↗](https://doi.org/10.1109/tnnls.2023.3280085)**Tiantian Zhang, Zichuan Lin, Yuxing Wang et al.*11 citations*
665. **[Fast Clustering via Maximizing Adaptively Within-Class Similarity ↗](https://doi.org/10.1109/tnnls.2023.3236686)**Jingjing Xue, Feiping Nie, Rong Wang et al.*11 citations*
666. **[Hierarchical Adversarial Inverse Reinforcement Learning ↗](https://doi.org/10.1109/tnnls.2023.3305983)**Jiayu Chen, Tian Lan, Vaneet Aggarwal*11 citations*
667. **[IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems ↗](https://doi.org/10.1109/tnnls.2023.3265524)**Filippo Fedeli, Alberto Maria Metelli, Francesco Trovò et al.*11 citations*
668. **[Informative Data Selection With Uncertainty for Multimodal Object Detection ↗](https://doi.org/10.1109/tnnls.2023.3270159)**Xinyu Zhang, Zhiwei Li, Zhenhong Zou et al.*11 citations*
669. **[Multimodal Continual Learning for Process Monitoring: A Novel Weighted Canonical Correlation Analysis With Attention Mechanism ↗](https://doi.org/10.1109/tnnls.2023.3331732)**Jingxin Zhang, James Xiao, Maoyin Chen et al.*11 citations*
670. **[New Results on Rapid Dynamical Pattern Recognition via Deterministic Learning From Sampling Sequences ↗](https://doi.org/10.1109/tnnls.2023.3256464)**Weiming Wu, Jingtao Hu, Fukai Zhang et al.*11 citations*
671. **[Proposal Distribution Calibration for Few-Shot Object Detection ↗](https://doi.org/10.1109/tnnls.2023.3331648)**Bohao Li, Chang Liu, Mengnan Shi et al.*11 citations*
672. **[STEdge: Self-Training Edge Detection With Multilayer Teaching and Regularization ↗](https://doi.org/10.1109/tnnls.2023.3292905)**Yunfan Ye, Renjiao Yi, Zhiping Cai et al.*11 citations*
673. **[Seeking a Hierarchical Prototype for Multimodal Gesture Recognition ↗](https://doi.org/10.1109/tnnls.2023.3295811)**Yunan Li, Tianyu Qi, Zhuoqi Ma et al.*11 citations*
674. **[Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds ↗](https://doi.org/10.1109/tnnls.2023.3341097)**Wenwen Wei, Ping Wei, Zhimin Liao et al.*11 citations*
675. **[SemiHAR: Improving Semisupervised Human Activity Recognition via Multitask Learning ↗](https://doi.org/10.1109/tnnls.2023.3330879)**Chixuan Wei, Zhihai Wang, Jidong Yuan et al.*11 citations*
676. **[Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays ↗](https://doi.org/10.1109/tnnls.2023.3335267)**Xiaomeng Gao, Yajing Li, Xinyi Liu et al.*11 citations*
677. **[Variable Gain Impulsive Synchronization for Discrete-Time Delayed Neural Networks and Its Application in Digital Secure Communication ↗](https://doi.org/10.1109/tnnls.2023.3319974)**Wu‐Hua Chen, Yufan Chen, Wei Xing Zheng*11 citations*
678. **[A Human–Machine Joint Learning Framework to Boost Endogenous BCI Training ↗](https://doi.org/10.1109/tnnls.2023.3305621)**Hanwen Wang, Yu Qi, Lin Yao et al.*10 citations*
679. **[A Review of Convex Clustering From Multiple Perspectives: Models, Optimizations, Statistical Properties, Applications, and Connections ↗](https://doi.org/10.1109/tnnls.2023.3276393)**Qiying Feng, C. L. Philip Chen, Licheng Liu*10 citations*
680. **[Asymptotic Stability of Delayed Boolean Networks With Random Data Dropouts ↗](https://doi.org/10.1109/tnnls.2023.3301220)**Chi Huang, Wenjun Xiong, Jianquan Lu et al.*10 citations*
681. **[Benchmarking the Robustness of Instance Segmentation Models ↗](https://doi.org/10.1109/tnnls.2023.3310985)**Yusuf Dalva, Hamza Pehlivan, Said Fahri Altindis et al.*10 citations*
682. **[Class-Level Logit Perturbation ↗](https://doi.org/10.1109/tnnls.2023.3273355)**Mengyang Li, Fengguang Su, Ou Wu et al.*10 citations*
683. **[Data-Driven Internal Model Learning Control for Nonlinear Systems ↗](https://doi.org/10.1109/tnnls.2023.3331367)**Huimin Zhang, Ronghu Chi, Biao Huang*10 citations*
684. **[Dissimilarity-Preserving Representation Learning for One-Class Time Series Classification ↗](https://doi.org/10.1109/tnnls.2023.3273503)**Stefano Mauceri, James S. Sweeney, Miguel Nicolau et al.*10 citations*
685. **[Divide and Retain: A Dual-Phase Modeling for Long-Tailed Visual Recognition ↗](https://doi.org/10.1109/tnnls.2023.3269907)**Hu Zhang, Linchao Zhu, Xiaohan Wang et al.*10 citations*
686. **[Enhanced Scalable Graph Neural Network via Knowledge Distillation ↗](https://doi.org/10.1109/tnnls.2023.3333846)**Chengyuan Mai, Yaomin Chang, Chuan Chen et al.*10 citations*
687. **[Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models ↗](https://doi.org/10.1109/tnnls.2023.3251848)**Łukasz Struski, Michał Sadowski, Tomasz Danel et al.*10 citations*
688. **[GDCNet: Graph Enrichment Learning via Graph Dropping Convolutional Networks ↗](https://doi.org/10.1109/tnnls.2023.3296760)**Bo Jiang, Yong Chen, Beibei Wang et al.*10 citations*
689. **[Graph Neural Networks With High-Order Polynomial Spectral Filters ↗](https://doi.org/10.1109/tnnls.2023.3263676)**Zeyuan Zeng, Qinke Peng, Mou Xu et al.*10 citations*
690. **[HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search ↗](https://doi.org/10.1109/tnnls.2023.3270369)**Di Wang, Bo Du, Liangpei Zhang et al.*10 citations*
691. **[Improving Deep Neural Networks’ Training for Image Classification With Nonlinear Conjugate Gradient-Style Adaptive Momentum ↗](https://doi.org/10.1109/tnnls.2023.3255783)**Bao Wang, Qiang Ye*10 citations*
692. **[Integrating Relational Knowledge With Text Sequences for Script Event Prediction ↗](https://doi.org/10.1109/tnnls.2022.3233371)**Zikang Wang, Linjing Li, Daniel Dajun Zeng*10 citations*
693. **[Learning Multi-Agent Cooperation via Considering Actions of Teammates ↗](https://doi.org/10.1109/tnnls.2023.3262921)**Shanqi Liu, Weiwei Liu, Wenzhou Chen et al.*10 citations*
694. **[M2DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization ↗](https://doi.org/10.1109/tnnls.2023.3261927)**Nayu Liu, Xian Sun, Hongfeng Yu et al.*10 citations*
695. **[Memory-Dependent Computation and Learning in Spiking Neural Networks Through Hebbian Plasticity ↗](https://doi.org/10.1109/tnnls.2023.3341446)**Thomas Limbacher, Ozan Özdenizci, Robert A. Legenstein*10 citations*
696. **[Microseismic Signal Reconstruction From Strong Complex Noise Using Low-Rank Structure Extraction and Dual Convolutional Neural Networks ↗](https://doi.org/10.1109/tnnls.2023.3288142)**Chao Zhang, Mirko van der Baan*10 citations*
697. **[Multicomponent Adversarial Domain Adaptation: A General Framework ↗](https://doi.org/10.1109/tnnls.2023.3270359)**Chang’an Yi, Haotian Chen, Yonghui Xu et al.*10 citations*
698. **[Neural Observer With Lyapunov Stability Guarantee for Uncertain Nonlinear Systems ↗](https://doi.org/10.1109/tnnls.2023.3262820)**Song Chen, Shengze Cai, Tehuan Chen et al.*10 citations*
699. **[Neuro-Optimal Event-Triggered Impulsive Control for Stochastic Systems via ADP ↗](https://doi.org/10.1109/tnnls.2022.3232635)**Mingming Liang, Derong Liu*10 citations*
700. **[Ordinal Regression With Pinball Loss ↗](https://doi.org/10.1109/tnnls.2023.3258464)**Guangzheng Zhong, Yanshan Xiao, Bo Liu et al.*10 citations*

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