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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 9 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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801. **[Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery ↗](https://doi.org/10.1109/tnnls.2023.3335829)**Runqing Jiang, Yan Yan, Jing‐Hao Xue et al.*7 citations*
802. **[Moment-Based Reinforcement Learning for Ensemble Control ↗](https://doi.org/10.1109/tnnls.2023.3264151)**Yao‐Chi Yu, Vignesh Narayanan, Jr-Shin Li*7 citations*
803. **[Multiview Structural Large Margin Classifier and its Safe Acceleration Strategy ↗](https://doi.org/10.1109/tnnls.2023.3290540)**Jie Zhao, Yitian Xu*7 citations*
804. **[Newton–Raphson Meets Sparsity: Sparse Learning Via a Novel Penalty and a Fast Solver ↗](https://doi.org/10.1109/tnnls.2023.3251748)**Yongxiu Cao, Lican Kang, Xuerui Li et al.*7 citations*
805. **[Non-Intrusive Speech Quality Assessment Based on Deep Neural Networks for Speech Communication ↗](https://doi.org/10.1109/tnnls.2023.3321076)**Miao Liu, Jing Wang, Fei Wang et al.*7 citations*
806. **[On the Role of Entropy-Based Loss for Learning Causal Structure With Continuous Optimization ↗](https://doi.org/10.1109/tnnls.2023.3327357)**Weilin Chen, Jie Qiao, Ruichu Cai et al.*7 citations*
807. **[Online Active Continual Learning for Robotic Lifelong Object Recognition ↗](https://doi.org/10.1109/tnnls.2023.3308900)**Xiangli Nie, Zhiguang Deng, Mingdong He et al.*7 citations*
808. **[Painless Stochastic Conjugate Gradient for Large-Scale Machine Learning ↗](https://doi.org/10.1109/tnnls.2023.3280826)**Zhuang Yang*7 citations*
809. **[Parametrized Constant-Depth Quantum Neuron ↗](https://doi.org/10.1109/tnnls.2023.3290535)**Jonathan H. A. de Carvalho, Fernando M. de Paula Neto*7 citations*
810. **[PatchNet: Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/tnnls.2023.3246109)**Ke Zhang, Chen Chen, Chun Yuan et al.*7 citations*
811. **[Random Polynomial Neural Networks: Analysis and Design ↗](https://doi.org/10.1109/tnnls.2023.3288577)**Wei Huang, Yueyue Xiao, Sung‐Kwun Oh et al.*7 citations*
812. **[Relational Consistency Induced Self-Supervised Hashing for Image Retrieval ↗](https://doi.org/10.1109/tnnls.2023.3333294)**Lu Jin, Zechao Li, Yonghua Pan et al.*7 citations*
813. **[Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation ↗](https://doi.org/10.1109/tnnls.2023.3338294)**Shuang Li, Rui Zhang, Kaixiong Gong et al.*7 citations*
814. **[Task-Related Saliency for Few-Shot Image Classification ↗](https://doi.org/10.1109/tnnls.2023.3243903)**Zhenyu Zhou, Lei Luo, Sihang Zhou et al.*7 citations*
815. **[Visually Guided Sound Source Separation With Audio-Visual Predictive Coding ↗](https://doi.org/10.1109/tnnls.2023.3288022)**Zengjie Song, Zhaoxiang Zhang*7 citations*
816. **[Who Should I Engage With at What Time? A Missing Event-Aware Temporal Graph Neural Network ↗](https://doi.org/10.1109/tnnls.2023.3295592)**Mingyi Liu, Zhiying Tu, Xiaofei Xu et al.*7 citations*
817. **[A Memory-Efficient Federated Kernel Support Vector Machine for Edge Devices ↗](https://doi.org/10.1109/tnnls.2023.3302802)**Xiaochen Zhou, Xudong Wang*6 citations*
818. **[A Multitask Network for Joint Multispectral Pansharpening on Diverse Satellite Data ↗](https://doi.org/10.1109/tnnls.2023.3306896)**Dong Wang, Chanyue Wu, Yunpeng Bai et al.*6 citations*
819. **[A New Framework of Collaborative Learning for Adaptive Metric Distillation ↗](https://doi.org/10.1109/tnnls.2022.3226569)**Hao Liu, Mang Ye, Yan Wang et al.*6 citations*
820. **[Anchor-Enhanced Geographical Entity Representation Learning ↗](https://doi.org/10.1109/tnnls.2023.3329822)**Renyao Chen, Junye Lei, Hong Liang Yao et al.*6 citations*
821. **[Biologically Plausible Sparse Temporal Word Representations ↗](https://doi.org/10.1109/tnnls.2023.3290004)**Yuguo Liu, Wenyu Chen, Hanwen Liu et al.*6 citations*
822. **[CIPL: Counterfactual Interactive Policy Learning to Eliminate Popularity Bias for Online Recommendation ↗](https://doi.org/10.1109/tnnls.2023.3299929)**Yongsen Zheng, Jinghui Qin, Pengxu Wei et al.*6 citations*
823. **[Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition ↗](https://doi.org/10.1109/tnnls.2023.3252084)**Yuren Mao, Hao Yu, Weiwei Liu et al.*6 citations*
824. **[Deep Reinforcement Learning With Explicit Context Representation ↗](https://doi.org/10.1109/tnnls.2023.3325633)**Francisco Munguia‐Galeano, Ah‐Hwee Tan, Ze Ji*6 citations*
825. **[Discovering Mathematical Expressions Through DeepSymNet: A Classification-Based Symbolic Regression Framework ↗](https://doi.org/10.1109/tnnls.2023.3332400)**Min Wu, Weijun Li, Lina Yu et al.*6 citations*
826. **[Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks ↗](https://doi.org/10.1109/tnnls.2023.3313600)**Yanxiang Gong, Zhiwei Xie, Guozhen Duan et al.*6 citations*
827. **[Evolutionary Dynamics Optimal Research-Oriented Tumor Immunity Architecture ↗](https://doi.org/10.1109/tnnls.2023.3297121)**Jiayue Sun, Ying Yan, Fangxiao Cheng et al.*6 citations*
828. **[Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation ↗](https://doi.org/10.1109/tnnls.2023.3286876)**Qi Lai, Chi‐Man Vong, Jianhang Zhou et al.*6 citations*
829. **[Federated Learning for Data Trading Portfolio Allocation With Autonomous Economic Agents ↗](https://doi.org/10.1109/tnnls.2023.3332315)**Lei Zhao, Lin Cai, Wu-Sheng Lu*6 citations*
830. **[Hamiltonian Identification via Quantum Ensemble Classification ↗](https://doi.org/10.1109/tnnls.2023.3258622)**Haixu Yu, Xudong Zhao, Daoyi Dong et al.*6 citations*
831. **[Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval ↗](https://doi.org/10.1109/tnnls.2023.3326581)**Yu Lian Jiang, Cong Hua, Yifan Feng et al.*6 citations*
832. **[Improving Image Contrastive Clustering Through Self-Learning Pairwise Constraints ↗](https://doi.org/10.1109/tnnls.2023.3329494)**Yecheng Guo, Liang Bai, Xian Feng Yang et al.*6 citations*
833. **[Knowledge Graph Alignment Under Scarce Supervision: A General Framework With Active Cross-View Contrastive Learning ↗](https://doi.org/10.1109/tnnls.2023.3321900)**Weixin Zeng, Xiang Hui Zhao, Jiuyang Tang et al.*6 citations*
834. **[Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation ↗](https://doi.org/10.1109/tnnls.2023.3323487)**Junjie Hu, Chenyou Fan, Liguang Zhou et al.*6 citations*
835. **[Multiview Spectral Clustering Based on Consensus Neighbor Strategy ↗](https://doi.org/10.1109/tnnls.2023.3319823)**Jiayi Tang, Yuping Lai, Xinwang Liu*6 citations*
836. **[One-Click-Based Perception for Interactive Image Segmentation ↗](https://doi.org/10.1109/tnnls.2023.3274127)**Tao Wang, Haochen Li, Yuhui Zheng et al.*6 citations*
837. **[Online Multi-View Learning With Knowledge Registration Units ↗](https://doi.org/10.1109/tnnls.2023.3256390)**Sheng Wu, Ancong Wu, Wei‐Shi Zheng*6 citations*
838. **[Out-of-Distribution Detection by Cross-Class Vicinity Distribution of In-Distribution Data ↗](https://doi.org/10.1109/tnnls.2023.3271856)**Zhilin Zhao, Longbing Cao, Kun-Yu Lin*6 citations*
839. **[Pivotal-Aware Principal Component Analysis ↗](https://doi.org/10.1109/tnnls.2023.3252602)**Xuelong Li, Pei R. Li, Hongyuan Zhang et al.*6 citations*
840. **[Point Cloud Registration-Driven Robust Feature Matching for 3-D Siamese Object Tracking ↗](https://doi.org/10.1109/tnnls.2023.3325286)**Haobo Jiang, Kaihao Lan, Le Hui et al.*6 citations*
841. **[Real-Time Decoding of Snapshot Compressive Imaging Using Tensor FISTA-Net ↗](https://doi.org/10.1109/tnnls.2023.3266998)**Xiao-Yang Liu, Qifan Huang, Xiaochen Han et al.*6 citations*
842. **[Regional Evaluation Study of VFTO Interference to Secondary Side Cables Based on Cloud Model and MARCOS ↗](https://doi.org/10.1109/tnnls.2023.3325537)**Yongji Wu, Wei Yan, Puliang Du et al.*6 citations*
843. **[Rigorous a Posteriori Error Bounds for PDE-Defined PINNs ↗](https://doi.org/10.1109/tnnls.2023.3335837)**Birgit Hillebrecht, Benjamin Unger*6 citations*
844. **[Security Versus Accuracy: Trade-Off Data Modeling to Safe Fault Classification Systems ↗](https://doi.org/10.1109/tnnls.2023.3251999)**Yue Zhuo, Zhihuan Song, Zhiqiang Ge*6 citations*
845. **[Self-Distillation for Randomized Neural Networks ↗](https://doi.org/10.1109/tnnls.2023.3292063)**Minghui Hu, Ruobin Gao, Ponnuthurai Nagaratnam Suganthan*6 citations*
846. **[Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition ↗](https://doi.org/10.1109/tnnls.2023.3333542)**Shaofei Cai, Liang Li, Xinzhe Han et al.*6 citations*
847. **[Temporal Autoregressive Matrix Factorization for High-Dimensional Time Series Prediction of OSS ↗](https://doi.org/10.1109/tnnls.2023.3271327)**Liang Chen, Yun Yang, Wei Wang*6 citations*
848. **[Temporal–Frequency Attention Focusing for Time Series Extrinsic Regression via Auxiliary Task ↗](http://dx.doi.org/10.1109/tnnls.2023.3287318)**Lei Ren, Tingyu Mo, Xuejun Cheng et al.*6 citations*
849. **[The Perturbation Analysis of Nonconvex Low-Rank Matrix Robust Recovery ↗](https://doi.org/10.1109/tnnls.2023.3289209)**Jianwen Huang, Feng Zhang, Jianjun Wang et al.*6 citations*
850. **[Unsupervised Domain Adaptation on Person Reidentification Via Dual-Level Asymmetric Mutual Learning ↗](https://doi.org/10.1109/tnnls.2023.3326477)**Qiong Wu, Jiahan Li, Pingyang Dai et al.*6 citations*
851. **[Webly Supervised Knowledge-Embedded Model for Visual Reasoning ↗](https://doi.org/10.1109/tnnls.2023.3236776)**Wenbo Zheng, Lan Yan, Wenwen Zhang et al.*6 citations*
852. **[A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes ↗](https://doi.org/10.1109/tnnls.2023.3315598)**Sami Khairy, Prasanna Balaprakash, Lin X. Cai*5 citations*
853. **[A Novel Composite Graph Neural Network ↗](https://doi.org/10.1109/tnnls.2023.3268766)**Zhaogeng Liu, Jielong Yang, Xionghu Zhong et al.*5 citations*
854. **[A Survey on Scenario Theory, Complexity, and Compression-Based Learning and Generalization ↗](https://doi.org/10.1109/tnnls.2023.3308828)**Roberto Rocchetta, Alexander Mey, Frans Adriaan Oliehoek*5 citations*
855. **[Comparing the Pretrained Models of Source Code by Re-pretraining Under a Unified Setup ↗](https://doi.org/10.1109/tnnls.2023.3308595)**Changan Niu, Chuanyi Li, Vincent Ng et al.*5 citations*
856. **[Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images ↗](https://doi.org/10.1109/tnnls.2023.3319363)**Yan Zhang, Xiyuan Gao, Qingyan Duan et al.*5 citations*
857. **[Decentralized H2 Control for Discrete-Time Networked Systems With Positivity Constraint ↗](https://doi.org/10.1109/tnnls.2023.3248682)**Jason J. R. Liu, Ka‐Wai Kwok, James Lam*5 citations*
858. **[Event-Triggered Learning-Based Fault Accommodation for a Class of Nonlinear Interconnected Systems ↗](https://doi.org/10.1109/tnnls.2023.3320227)**Dong Ya Zhao, Xiaodong Zhang, Marios M. Polycarpou*5 citations*
859. **[Hybrid-Input Convolutional Neural Network-Based Underwater Image Quality Assessment ↗](https://doi.org/10.1109/tnnls.2023.3328340)**Wei Liu, Rongxin Cui, Yinglin Li et al.*5 citations*
860. **[Improving Low-Latency Predictions in Multi-Exit Neural Networks via Block-Dependent Losses ↗](https://doi.org/10.1109/tnnls.2023.3282249)**Dong-Jun Han, Jungwuk Park, Seokil Ham et al.*5 citations*
861. **[Judgment Prediction Based on Tensor Decomposition With Optimized Neural Networks ↗](https://doi.org/10.1109/tnnls.2023.3248275)**Xiaoding Guo, Lei Zhang, Zhihong Tian*5 citations*
862. **[MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/tnnls.2023.3263335)**Shenwang Jiang, Jianan Li, Ying Wang et al.*5 citations*
863. **[Metafeature Selection via Multivariate Sparse-Group Lasso Learning for Automatic Hyperparameter Configuration Recommendation ↗](https://doi.org/10.1109/tnnls.2023.3263506)**Liping Deng, Wensheng Chen, Mingqing Xiao*5 citations*
864. **[Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive–Negative Diffusion Over Social Networks ↗](https://doi.org/10.1109/tnnls.2023.3330100)**Mincan Li, Zidong Wang, Kenli Li et al.*5 citations*
865. **[Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning ↗](https://doi.org/10.1109/tnnls.2023.3241100)**Alberto Badías, Ashis Gopal Banerjee*5 citations*
866. **[Novel Continuous- and Discrete-Time Neural Networks for Solving Quadratic Minimax Problems With Linear Equality Constraints ↗](https://doi.org/10.1109/tnnls.2023.3236695)**Xingbao Gao, Li‐Zhi Liao*5 citations*
867. **[PP-NAS: Searching for Plug-and-Play Blocks on Convolutional Neural Networks ↗](https://doi.org/10.1109/tnnls.2023.3264551)**Anqi Xiao, Biluo Shen, Jie Tian et al.*5 citations*
868. **[Referring Image Segmentation With Fine-Grained Semantic Funneling Infusion ↗](https://doi.org/10.1109/tnnls.2023.3281372)**Jiaxing Yang, Lihe Zhang, Huchuan Lu*5 citations*
869. **[SMONAC: Supervised Multiobjective Negative Actor–Critic for Sequential Recommendation ↗](https://doi.org/10.1109/tnnls.2023.3317353)**Fei Zhou, Biao Luo, Zhengke Wu et al.*5 citations*
870. **[Semisupervised Subspace Learning With Adaptive Pairwise Graph Embedding ↗](https://doi.org/10.1109/tnnls.2023.3311789)**Hebing Nie, Qi Li, Zheng Wang et al.*5 citations*
871. **[Support Matrix Machine via Joint ℓ 2,1 and Nuclear Norm Minimization Under Matrix Completion Framework for Classification of Corrupted Data ↗](https://doi.org/10.1109/tnnls.2023.3293888)**Imran Razzak, Mohamed Reda Bouadjenek, Raghib Abu Saris et al.*5 citations*
872. **[Teacher–Explorer–Student Learning: A Novel Learning Method for Open Set Recognition ↗](https://doi.org/10.1109/tnnls.2023.3336799)**Jaeyeon Jang, Chang Ouk Kim*5 citations*
873. **[Universality and Approximation Bounds for Echo State Networks With Random Weights ↗](https://doi.org/10.1109/tnnls.2023.3339512)**Zhen Li, Yunfei Yang*5 citations*
874. **[Unsupervised Feature Selection via Controllable Adaptive Graph Learning and Discriminative Feature Learning ↗](https://doi.org/10.1109/tnnls.2023.3288734)**Pei Huang, Mengying Xie, Xiaowei Yang*5 citations*
875. **[A Distributed Proximal Consensus Algorithm for Energy Saving in Ethylene Production ↗](https://doi.org/10.1109/tnnls.2023.3320691)**Rong Nie, Wenli Du, Ting Wang et al.*4 citations*
876. **[Adaptive Gait Feature Learning Using Mixed Gait Sequence ↗](https://doi.org/10.1109/tnnls.2023.3331050)**Yifan Chen, Yang Zhao, Xuelong Li*4 citations*
877. **[Advancing Adversarial Training by Injecting Booster Signal ↗](http://dx.doi.org/10.1109/tnnls.2023.3264256)**Hong Joo Lee, Youngjoon Yu, Yong Man Ro*4 citations*
878. **[An Adaptation-Aware Interactive Learning Approach for Multiple Operational Condition-Based Degradation Modeling ↗](https://doi.org/10.1109/tnnls.2023.3305601)**Di Wang, Ying Wang, Xiaochen Xian et al.*4 citations*
879. **[Block-Wise Partner Learning for Model Compression ↗](https://doi.org/10.1109/tnnls.2023.3306512)**Xin Zhang, Weiying Xie, Yunsong Li et al.*4 citations*
880. **[Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning ↗](https://doi.org/10.1109/tnnls.2023.3326744)**Chenghao Li, Tonghan Wang, Chengjie Wu et al.*4 citations*
881. **[Cooperative Deep Q-Learning Framework for Environments Providing Image Feedback ↗](https://doi.org/10.1109/tnnls.2022.3232069)**Krishnan Raghavan, Vignesh Narayanan, S. Jagannathan*4 citations*
882. **[D2CFR: Minimize Counterfactual Regret With Deep Dueling Neural Network ↗](https://doi.org/10.1109/tnnls.2023.3314638)**Huale Li, Xuan Wang, Zengyue Guo et al.*4 citations*
883. **[Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints ↗](https://doi.org/10.1109/tnnls.2023.3326450)**Ilya Nachevsky, Olga G. Andrianova, Ernest Sleptsov et al.*4 citations*
884. **[Discrete-Time Reinforcement Learning Adaptive Control for Non-Gaussian Distribution of Sampling Intervals ↗](http://dx.doi.org/10.1109/tnnls.2023.3269441)**Chidentree Treesatayapun*4 citations*
885. **[Discretize Relaxed Solution of Spectral Clustering via a Nonheuristic Algorithm ↗](https://doi.org/10.1109/tnnls.2023.3309871)**Hongyuan Zhang, Xuelong Li*4 citations*
886. **[Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation ↗](https://doi.org/10.1109/tnnls.2023.3265310)**Qinghua Zhang, Fan Zhao, Yunlong Cheng et al.*4 citations*
887. **[Fractal Few-Shot Learning ↗](https://doi.org/10.1109/tnnls.2023.3293995)**Fobao Zhou, Wenkai Huang*4 citations*
888. **[Global and Local Interactive Perception Network for Referring Image Segmentation ↗](https://doi.org/10.1109/tnnls.2023.3308550)**Jing Liu, Hongchen Tan, Yongli Hu et al.*4 citations*
889. **[Hyperparameter Learning Under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization ↗](https://doi.org/10.1109/tnnls.2023.3291648)**Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer et al.*4 citations*
890. **[Improvement of Reinforcement Learning With Supermodularity ↗](https://doi.org/10.1109/tnnls.2023.3244024)**Ying Meng, Fengyuan Shi, Lixin Tang et al.*4 citations*
891. **[Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning ↗](https://doi.org/10.1109/tnnls.2023.3342138)**Wenxuan Ma, Yan Xing, Kun Zhang*4 citations*
892. **[K-Relations-Based Consensus Clustering With Entropy-Norm Regularizers ↗](https://doi.org/10.1109/tnnls.2023.3307158)**Liang Bai, Jiye Liang*4 citations*
893. **[Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-Shot Logical Reasoning Over Text ↗](https://doi.org/10.1109/tnnls.2023.3317254)**Fangzhi Xu, Jun Liu, Qika Lin et al.*4 citations*
894. **[Multimodal Batch-Wise Change Detection ↗](https://doi.org/10.1109/tnnls.2023.3294846)**Diego Stucchi, Luca Magri, Diego Carrera et al.*4 citations*
895. **[Multitask-Guided Deep Clustering With Boundary Adaptation ↗](https://doi.org/10.1109/tnnls.2023.3307126)**Xiaobo Zhang, Tao Wang, Xiaole Zhao et al.*4 citations*
896. **[Online Multikernel Learning Method via Online Biconvex Optimization ↗](https://doi.org/10.1109/tnnls.2023.3296895)**Song‐Nam Hong*4 citations*
897. **[Output Regularization With Cluster-Based Soft Targets ↗](https://doi.org/10.1109/tnnls.2023.3262267)**Jian-Ping Mei, Wenhao Qiu, Defang Chen et al.*4 citations*
898. **[Probabilistic Keyphrase Generation From Copy and Generating Spaces ↗](https://doi.org/10.1109/tnnls.2023.3290789)**Yu Yao, Peng Yang, Guangzhen Zhao et al.*4 citations*
899. **[Real-Time Semantic Segmentation via a Densely Aggregated Bilateral Network ↗](https://doi.org/10.1109/tnnls.2023.3326665)**Shu Yang, Lu Zhang, Shuai Liu et al.*4 citations*
900. **[Representation Learning on Heterostructures via Heterogeneous Anonymous Walks ↗](https://doi.org/10.1109/tnnls.2023.3234005)**Xuan Guo, Pengfei Jiao, Wang Zhang et al.*4 citations*

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