IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers
- SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly Detection ↗Jingtao Hu, Bin Xiao, Hu Jin et al.23 citations
- When to Switch: Planning and Learning for Partially Observable Multi-Agent Pathfinding ↗Alexey Skrynnik, Андрейчук Антон Андреевич, Konstantin Yakovlev et al.23 citations
- Adaptive Prototype Interaction Network for Few-Shot Knowledge Graph Completion ↗Yuling Li, Kui Yu, Yuhong Zhang et al.22 citations
- HTD-TS 3 : Weakly Supervised Hyperspectral Target Detection Based on Transformer via Spectral–Spatial Similarity ↗Haonan Qin, Weiying Xie, Yunsong Li et al.22 citations
- Invertible Residual Blocks in Deep Learning Networks ↗Ruhua Wang, Senjian An, Wanquan Liu et al.22 citations
- Late Fusion Multiview Clustering via Min-Max Optimization ↗Miaomiao Li, Xinwang Liu, Yi Zhang et al.22 citations
- Learning Heterogeneous Relation Graph and Value Regularization Policy for Visual Navigation ↗Kang Zhou, Chi Guo, Wenfei Guo et al.22 citations
- Meta-Reinforcement Learning in Nonstationary and Nonparametric Environments ↗Zhenshan Bing, Lukas Knak, Long Cheng et al.22 citations
- MixedFusion: An Efficient Multimodal Data Fusion Framework for 3-D Object Detection and Tracking ↗Cheng Zhang, Hai Wang, Long Chen et al.22 citations
- Modified λ-Policy Iteration Based Adaptive Dynamic Programming for Unknown Discrete-Time Linear Systems ↗Huaiyuan Jiang, Bin Zhou, Guang‐Ren Duan22 citations
- One Size Fits All: A Unified Traffic Predictor for Capturing the Essential Spatial–Temporal Dependency ↗Guiyang Luo, Hui Zhang, Quan Yuan et al.22 citations
- Projective Synchronization for Uncertain Fractional Reaction-Diffusion Systems via Adaptive Sliding Mode Control Based on Finite-Time Scheme ↗Yonggui Kao, Yue Cao, YangQuan Chen22 citations
- Structure-Aware Graph Attention Diffusion Network for Protein–Ligand Binding Affinity Prediction ↗Li Mei, Ye Cao, Xiaoguang Liu et al.22 citations
- A Jump-Gain Integral Recurrent Neural Network for Solving Noise-Disturbed Time-Variant Nonlinear Inequality Problems ↗Zhijun Zhang, Yating Song, Lunan Zheng et al.21 citations
- Adaptive Neural Control of Constrained MIMO Nonlinear Systems With Asymmetric Input Saturation and Dead Zone ↗Zhibao Song, Lihong Gao, Zhen Wang et al.21 citations
- Behind-the-Meter Load and PV Disaggregation via Deep Spatiotemporal Graph Generative Sparse Coding With Capsule Network ↗Mohsen Saffari, Mahdi Khodayar, Mohammad E. Khodayar et al.21 citations
- Conditional Goal-Oriented Trajectory Prediction for Interacting Vehicles ↗Li Ding, Qichao Zhang, Shuai Lu et al.21 citations
- Coupled Memristor Oscillators for Neuromorphic Locomotion Control: Modeling and Analysis ↗Akhil Bonagiri, Dipayan Biswas, V. Srinivasa Chakravarthy21 citations
- Data-Driven Optimal Tracking Control for Discrete-Time Nonlinear Systems With Unknown Dynamics Using Deterministic ADP ↗Shijie Song, Dawei Gong, Minglei Zhu et al.21 citations
- Deep Learning Model Compression With Rank Reduction in Tensor Decomposition ↗Wei Dai, Jicong Fan, Yiming Miao et al.21 citations
- Deep Multiview Adaptive Clustering With Semantic Invariance ↗Jing Gao, Meng Liu, Peng Li et al.21 citations
- Description-Enhanced Label Embedding Contrastive Learning for Text Classification ↗Kun Zhang, Le Wu, Guangyi Lv et al.21 citations
- Factorization Vision Transformer: Modeling Long-Range Dependency With Local Window Cost ↗Haolin Qin, Daquan Zhou, Tingfa Xu et al.21 citations
- Memristive Circuit Implementation of Caenorhabditis Elegans Mechanism for Neuromorphic Computing ↗Hegan Chen, Qinghui Hong, Zhongrui Wang et al.21 citations
- Quantization via Distillation and Contrastive Learning ↗Zehua Pei, Xufeng Yao, Wenqian Zhao et al.21 citations
- Representation Learning and Reinforcement Learning for Dynamic Complex Motion Planning System ↗Chengmin Zhou, Bingding Huang, Pasi Fränti21 citations
- Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework ↗Tingting Wu, Wenna Wu, Ying Yang et al.21 citations
- Robust Low-Tubal-Rank Tensor Completion Based on Tensor Factorization and Maximum Correntopy Criterion ↗Yicong He, George Atia21 citations
- Sparse Personalized Federated Learning ↗Xiaofeng Liu, Yinchuan Li, Qing Wang et al.21 citations
- Stability Analysis of Recurrent Neural Networks With Time-Varying Delay Based on a Flexible Negative-Determination Quadratic Function Method ↗Guoqiang Tan, Zhanshan Wang21 citations
- Structure-Aware DropEdge Toward Deep Graph Convolutional Networks ↗Jiaqi Han, Wenbing Huang, Yu Rong et al.21 citations
- Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean ↗Hengmin Zhang, Jiaoyan Zhao, Bob Zhang et al.21 citations
- Valid RBFNN Adaptive Control for Nonlinear Systems With Unmatched Uncertainties ↗Hao Yu, Tongwen Chen21 citations
- A Patch Diversity Transformer for Domain Generalized Semantic Segmentation ↗Pei He, Licheng Jiao, Ronghua Shang et al.20 citations
- Adaptive Modular Neural Control for Online Gait Synchronization and Adaptation of an Assistive Lower-Limb Exoskeleton ↗Arthicha Srisuchinnawong, Chaicharn Akkawutvanich, Poramate Manoonpong20 citations
- Adaptive Sparse Gaussian Process ↗Vanessa Gómez-Verdejo, Emilio Parrado-Hernández, Manel Martínez‐Ramón20 citations
- Adaptive Weighted Ranking-Oriented Label Distribution Learning ↗Xiuyi Jia, Tian Qin, Yunan Lu et al.20 citations
- Attention-Driven Memory Network for Online Visual Tracking ↗Huanlong Zhang, Jiamei Liang, Jiapeng Zhang et al.20 citations
- Convergence Analysis of Online Gradient Method for High-Order Neural Networks and Their Sparse Optimization ↗Qinwei Fan, Qian K. Kang, Jacek M. Żurada et al.20 citations
- Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting ↗Jiaqi Gao, Zhizhong Huang, Yiming Lei et al.20 citations
- DiamondNet: A Neural-Network-Based Heterogeneous Sensor Attentive Fusion for Human Activity Recognition ↗Yida Zhu, Haiyong Luo, Runze Chen et al.20 citations
- Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images ↗Youyi Song, Jeremy Yuen‐Chun Teoh, Kup‐Sze Choi et al.20 citations
- Empowering Simple Graph Convolutional Networks ↗Luca Pasa, Nicolò Navarin, Wolfgang Erb et al.20 citations
- Learning Accurate Label-Specific Features From Partially Multilabeled Data ↗Tiantian Xu, Yuanyuan Xu, Shiyu Yang et al.20 citations
- Multi-View Knowledge Ensemble With Frequency Consistency for Cross-Domain Face Translation ↗Bing Cao, Qinghe Wang, Pengfei Zhu et al.20 citations
- Multiscale Information Diffusion Prediction With Minimal Substitution Neural Network ↗Ranran Wang, Xing Xu, Yin Zhang⋆20 citations
- Optimal Consensus Control for Continuous-Time Linear Multiagent Systems: A Dynamic Event-Triggered Approach ↗Hao Zhang, Anqing Wang, Wenqiang Ji et al.20 citations
- Site-Invariant Meta-Modulation Learning for Multisite Autism Spectrum Disorders Diagnosis ↗J Lee, Eunsong Kang, Da-Woon Heo et al.20 citations
- Transient Stability-Constrained Unit Commitment Using Input Convex Neural Network ↗Tao Wu, Jianhui Wang20 citations
- AMS-Net: Modeling Adaptive Multi-Granularity Spatio-Temporal Cues for Video Action Recognition ↗Qilong Wang, Qiyao Hu, Zilin Gao et al.19 citations
- An Adaptive Migration Collaborative Network for Multimodal Image Classification ↗Wenping Ma, Mengru Ma, Licheng Jiao et al.19 citations
- Balanced Federated Semisupervised Learning With Fairness-Aware Pseudo-Labeling ↗Xiao-Xiang Wei, Hua Huang19 citations
- Beyond Photometric Consistency: Geometry-Based Occlusion-Aware Unsupervised Light Field Disparity Estimation ↗Wenhui Zhou, Lili Lin, Yong-Jie Hong et al.19 citations
- Boosting Zero-Shot Learning via Contrastive Optimization of Attribute Representations ↗Yu Hui Du, Miaojing Shi, Fangyun Wei et al.19 citations
- Copula Variational LSTM for High-Dimensional Cross-Market Multivariate Dependence Modeling ↗Jia Xu, Longbing Cao19 citations
- Denoised Non-Local Neural Network for Semantic Segmentation ↗Qi Song, Jie Li, Hao Guo et al.19 citations
- Dynamic Neural Network Predictive Compensation-Based Point-to-Point Iterative Learning Control With Nonuniform Batch Length ↗Rui Hou, Li Jia, Xuhui Bu et al.19 citations
- GLaLT: Global-Local Attention-Augmented Light Transformer for Scene Text Recognition ↗Hui Zhang, Guiyang Luo, Jian Kang et al.19 citations
- Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization ↗Hang Hua, Xingjian Li, Dejing Dou et al.19 citations
- Modeling High-Order Relationships: Brain-Inspired Hypergraph-Induced Multimodal-Multitask Framework for Semantic Comprehension ↗Xian Sun, Fanglong Yao, Chibiao Ding19 citations
- Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360° Omnidirectional Image ↗Runmin Cong, Ke Huang, Jianjun Lei et al.19 citations
- NN-Based Reinforcement Learning Optimal Control for Inequality-Constrained Nonlinear Discrete-Time Systems With Disturbances ↗Shu Li, Liang Ding, Miao Zheng et al.19 citations
- Perceptron Theory Can Predict the Accuracy of Neural Networks ↗Denis V. Kleyko, Antonello Rosato, Edward Paxon Frady et al.19 citations
- QDN: A Quadruplet Distributor Network for Temporal Knowledge Graph Completion ↗Jiapu Wang, Boyue Wang, Junbin Gao et al.19 citations
- Sampling Efficient Deep Reinforcement Learning Through Preference-Guided Stochastic Exploration ↗Wenhui Huang, Cong Zhang, Jingda Wu et al.19 citations
- Spectral Cross-Domain Neural Network With Soft-Adaptive Threshold Spectral Enhancement ↗Che Liu, Sibo Lucas Cheng, Weiping Ding et al.19 citations
- Understanding Deep Learning via Decision Boundary ↗Shiye Lei, Fengxiang He, Yancheng Yuan et al.19 citations
- A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series ↗Chenxi Sun, Hongyan Li, Moxian Song et al.18 citations
- Collaborative Learning and Style-Adaptive Pooling Network for Perceptual Evaluation of Arbitrary Style Transfer ↗Hangwei Chen, Feng Shao, Xiongli Chai et al.18 citations
- Discriminative and Robust Autoencoders for Unsupervised Feature Selection ↗Yunzhi Ling, Feiping Nie, Weizhong Yu et al.18 citations
- Distributed Online Learning Algorithm for Noncooperative Games Over Unbalanced Digraphs ↗Zhenhua Deng, Xiaolong Zuo18 citations
- Drone’s Objective Inference Using Policy Error Inverse Reinforcement Learning ↗Adolfo Perrusquía, Weisi Guo18 citations
- Effective Active Learning Method for Spiking Neural Networks ↗Xiurui Xie, Bei Yu, Guisong Liu et al.18 citations
- End-to-End Multitask Learning With Vision Transformer ↗Yingjie Tian, Kunlong Bai18 citations
- Evolving Memristive Reservoir ↗Xinming Shi, Leandro Lei Minku, Xin Yao18 citations
- Fixed-Time Control and Estimation of Discontinuous Fuzzy Neural Networks: Novel Lyapunov Method of Fixed-Time Stability ↗Zuowei Cai, Lihong Huang, Zengyun Wang18 citations
- Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks ↗Moshe Eliasof, Benjamin J. Bodner, Eran Treister18 citations
- Instance-Dependent Inaccurate Label Distribution Learning ↗Zhiqiang Kou, Jing Wang, Yuheng Jia et al.18 citations
- Large Margin Weighted k-Nearest Neighbors Label Distribution Learning for Classification ↗Jing Wang, Xin Geng18 citations
- New Adversarial Image Detection Based on Sentiment Analysis ↗Yulong Wang, Tianxiang Li, Shenghong Li et al.18 citations
- On the Effectiveness of Adversarial Training Against Backdoor Attacks ↗Yinghua Gao, Dongxian Wu, Jingfeng Zhang et al.18 citations
- PAFormer: Anomaly Detection of Time Series With Parallel-Attention Transformer ↗Ningning Bai, Xiaofeng Wang, Ruidong Han et al.18 citations
- Pseudo-Label Guided Structural Discriminative Subspace Learning for Unsupervised Feature Selection ↗Zheng Wang, Yong Yuan, Rong Wang et al.18 citations
- Rectify ViT Shortcut Learning by Visual Saliency ↗Chong Ma, Lin Zhao, Yuzhong Chen et al.18 citations
- Representation of Imprecision in Deep Neural Networks for Image Classification ↗Zuowei Zhang, Zhunga Liu, Liangbo Ning et al.18 citations
- The GroupMax Neural Network Approximation of Convex Functions ↗Xavier Warin18 citations
- Unpaired Artistic Portrait Style Transfer via Asymmetric Double-Stream GAN ↗Fanmin Kong, Yuanyuan Pu, Ivan Lee et al.18 citations
- A Broad Generative Network for Two-Stage Image Outpainting ↗Zongyan Zhang, Haohan Weng, Tong Zhang et al.17 citations
- A Deep Quality Monitoring Network for Quality-Related Incipient Faults ↗Min Wang, Min Xie, Yanwen Wang et al.17 citations
- DRL-Searcher: A Unified Approach to Multirobot Efficient Search for a Moving Target ↗Hongliang Guo, Qihang Peng, Zhiguang Cao et al.17 citations
- Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference ↗Junfeng Hu, Yuxuan Liang, Zhencheng Fan et al.17 citations
- Double-Structured Sparsity Guided Flexible Embedding Learning for Unsupervised Feature Selection ↗Yu Guo, Yuan Sun, Zheng Wang et al.17 citations
- Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck ↗Haixing Zhu, Weipeng Liu, Zhifan Gao et al.17 citations
- HGBER: Heterogeneous Graph Neural Network With Bidirectional Encoding Representation ↗Yanbei Liu, Lianxi Fan, Xiao Wang et al.17 citations
- Horizontal Federated Density Peaks Clustering ↗Shifei Ding, Chao Li, Xiao Xu et al.17 citations
- Interpretability Diversity for Decision-Tree-Initialized Dendritic Neuron Model Ensemble ↗Xudong Luo, Long Ye, Xiaolan Liu et al.17 citations
- Localizing From Classification: Self-Directed Weakly Supervised Object Localization for Remote Sensing Images ↗Jing Bai, Junjie Ren, Zhu Qiang Xiao et al.17 citations
- MGRW-Transformer: Multigranularity Random Walk Transformer Model for Interpretable Learning ↗Weiping Ding, Yu Geng, Jiashuang Huang et al.17 citations
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