IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 1, January 2025

1) Guest Editorial: Special Issue on Trustworthy Federated Learning

Author(s): Qiang Yang, Han Yu, Sin G. Teo, Bo Li, Guodong Long, Chao Jin, Lixin Fan, Yang Liu, Le Zhang

Pages: 5 - 5

2) A Survey on Federated Recommendation Systems

Author(s): Zehua Sun, Yonghui Xu, Yong Liu, Wei He, Lanju Kong, Fangzhao Wu, Yali Jiang, Lizhen Cui

Pages: 6 - 20

3) Generative Image Reconstruction From Gradients

Author(s): Ekanut Sotthiwat, Liangli Zhen, Chi Zhang, Zengxiang Li, Rick Siow Mong Goh

Pages: 21 - 31

4) PrivFR: Privacy-Enhanced Federated Recommendation With Shared Hash Embedding

Author(s): Honglei Zhang, Xin Zhou, Zhiqi Shen, Yidong Li

Pages: 32 - 46

5) Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks

Author(s): Xiaohong Chen, Guanying Xu, Xuesong Xu, Haichong Jiang, Zhiping Tian, Tao Ma

Pages: 47 - 61

6) Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks

Author(s): Zhirong Luan, Wenrui Li, Meiqin Liu, Badong Chen

Pages: 62 - 75

7) Improving Global Generalization and Local Personalization for Federated Learning

Author(s): Lei Meng, Zhuang Qi, Lei Wu, Xiaoyu Du, Zhaochuan Li, Lizhen Cui, Xiangxu Meng

Pages: 76 - 87

8) Improving Generalization and Personalization in Model-Heterogeneous Federated Learning

Author(s): Xiongtao Zhang, Ji Wang, Weidong Bao, Yaohong Zhang, Xiaomin Zhu, Hao Peng, Xiang Zhao

Pages: 88 - 101

9) Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization

Author(s): Aditya Pribadi Kalapaaking, Ibrahim Khalil, Xun Yi, Kwok-Yan Lam, Guang-Bin Huang, Ning Wang

Pages: 102 - 115

10) Leverage Variational Graph Representation for Model Poisoning on Federated Learning

Author(s): Kai Li, Xin Yuan, Jingjing Zheng, Wei Ni, Falko Dressler, Abbas Jamalipour

Pages: 116 - 128

11) Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications

Author(s): Hamido Fujita, Bo Li, Yiyu Yao, Xinbo Gao, Maoguo Gong, Ivan Lee, Martin Ester, Xin Wang

Pages: 129 - 131

12) CoT: Contourlet Transformer for Hierarchical Semantic Segmentation

Author(s): Yilin Shao, Long Sun, Licheng Jiao, Xu Liu, Fang Liu, Lingling Li, Shuyuan Yang

Pages: 132 - 146

13) Contrastive Registration for Unsupervised Medical Image Segmentation

Author(s): Lihao Liu, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb

Pages: 147 - 159

14) STFuse: Infrared and Visible Image Fusion via Semisupervised Transfer Learning

Author(s): Xue Wang, Zheng Guan, Wenhua Qian, Jinde Cao, Chengchao Wang, Runzhuo Ma

Pages: 160 - 173

15) Non-Intrusive Speech Quality Assessment Based on Deep Neural Networks for Speech Communication

Author(s): Miao Liu, Jing Wang, Fei Wang, Fei Xiang, Jingdong Chen

Pages: 174 - 187

16) DSTCNet: Deep Spectro-Temporal-Channel Attention Network for Speech Emotion Recognition

Author(s): Lili Guo, Shifei Ding, Longbiao Wang, Jianwu Dang

Pages: 188 - 197

17) Seeking a Hierarchical Prototype for Multimodal Gesture Recognition

Author(s): Yunan Li, Tianyu Qi, Zhuoqi Ma, Dou Quan, Qiguang Miao

Pages: 198 - 209

18) Deep-Growing Neural Network With Manifold Constraints for Hyperspectral Image Classification

Author(s): Jiao Shi, Tiancheng Wu, A. K. Qin, Tao Shao, Yu Lei, Gwanggil Jeon

Pages: 210 - 221

19) Weakening the Dominant Role of Text: CMOSI Dataset and Multimodal Semantic Enhancement Network

Author(s): Cong Jin, Cong Luo, Ming Yan, Guangzhe Zhao, Guixuan Zhang, Shuwu Zhang

Pages: 222 - 236

20) Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images

Author(s): Jingchen Li, Haobin Shi, Wenbai Chen, Naijun Liu, Kao-Shing Hwang

Pages: 237 - 248

21) A Novel Public Sentiment Analysis Method Based on an Isomerism Learning Model via Multiphase Processing

Author(s): Zhihao Hao, Guancheng Wang, Bob Zhang, Zhuowen Feng, Haisheng Li, Fahui Chong, Yan Pan, Wei Li

Pages: 249 - 259

22) Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation

Author(s): Wentao Fan, Chao Zhang, Huaxiong Li, Xiuyi Jia, Guoyin Wang

Pages: 260 - 273

23) Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation

Author(s): Liang Li, Tongyu Lu, Yaoqi Sun, Yuhan Gao, Chenggang Yan, Zhenghui Hu, Qingming Huang

Pages: 274 - 285

24) GenURL: A General Framework for Unsupervised Representation Learning

Author(s): Siyuan Li, Zicheng Liu, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li

Pages: 286 - 298

25) Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting

Author(s): Jiaqi Gao, Zhizhong Huang, Yiming Lei, Hongming Shan, James Z. Wang, Fei-Yue Wang, Junping Zhang

Pages: 299 - 312

26) Collaborative Target Search With a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning Approach

Author(s): Jiaping Xiao, Phumrapee Pisutsin, Mir Feroskhan

Pages: 313 - 327

27) Improving Image Contrastive Clustering Through Self-Learning Pairwise Constraints

Author(s): Yecheng Guo, Liang Bai, Xian Yang, Jiye Liang

Pages: 328 - 340

28) Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory

Author(s): Jung Uk Kim, Yong Man Ro

Pages: 341 - 353

29) IronForge: An Open, Secure, Fair, Decentralized Federated Learning

Author(s): Guangsheng Yu, Xu Wang, Caijun Sun, Qin Wang, Ping Yu, Wei Ni, Ren Ping Liu

Pages: 354 - 368

30) Foregroundness-Aware Task Disentanglement and Self-Paced Curriculum Learning for Domain Adaptive Object Detection

Author(s): Yabo Liu, Jinghua Wang, Linhui Xiao, Chengliang Liu, Zhihao Wu, Yong Xu

Pages: 369 - 380

31) Real-Time Semantic Segmentation via a Densely Aggregated Bilateral Network

Author(s): Shu Yang, Lu Zhang, Shuai Liu, Huchuan Lu, Hao Chen

Pages: 381 - 392

32) Incremental Incomplete Concept-Cognitive Learning Model: A Stochastic Strategy

Author(s): Zhiming Liu, Jinhai Li, Xiao Zhang, Xi-Zhao Wang

Pages: 393 - 406

33) Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints

Author(s): Ilya Nachevsky, Olga Andrianova, Isaac Chairez, Alexander Poznyak

Pages: 407 - 418

34) Deep Reinforcement Learning With Explicit Context Representation

Author(s): Francisco Munguia-Galeano, Ah-Hwee Tan, Ze Ji

Pages: 419 - 432

35) Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck

Author(s): Luying Zhong, Zhaoliang Chen, Zhihao Wu, Shide Du, Zheyi Chen, Shiping Wang

Pages: 433 - 446

36) Phy-Taylor: Partially Physics-Knowledge-Enhanced Deep Neural Networks via NN Editing

Author(s): Yanbing Mao, Yuliang Gu, Lui Sha, Huajie Shao, Qixin Wang, Tarek Abdelzaher

Pages: 447 - 461

37) Differential Game-Based Deep Reinforcement Learning in Underwater Target Hunting Task

Author(s): Wei Wei, Jingjing Wang, Jun Du, Zhengru Fang, Yong Ren, C. L. Philip Chen

Pages: 462 - 474

38) Relative Entropy Regularized Sample-Efficient Reinforcement Learning With Continuous Actions

Author(s): Zhiwei Shang, Renxing Li, Chunhua Zheng, Huiyun Li, Yunduan Cui

Pages: 475 - 485

39) Distributed Neurodynamic Models for Solving a Class of System of Nonlinear Equations

Author(s): Xin Han, Xing He, Xingxing Ju, Hangjun Che, Tingwen Huang

Pages: 486 - 497

40) Combining Optimal Path Search With Task-Dependent Learning in a Neural Network

Author(s): Tomas Kulvicius, Minija Tamosiunaite, Florentin Wörgötter

Pages: 498 - 509

41) Robust Learning-Based Control for Uncertain Nonlinear Systems With Validation on a Soft Robot

Author(s): Minghao Han, Kiwan Wong, Jacob Euler-Rolle, Lixian Zhang, Robert K. Katzschmann

Pages: 510 - 524

42) Online Sparse Representation Clustering for Evolving Data Streams

Author(s): Jie Chen, Shengxiang Yang, Conor Fahy, Zhu Wang, Yinan Guo, Yingke Chen

Pages: 525 - 539

43) Multivariate Time Series Forecasting Using Multiscale Recurrent Networks With Scale Attention and Cross-Scale Guidance

Author(s): Qiang Guo, Lexin Fang, Ren Wang, Caiming Zhang

Pages: 540 - 554

44) Direction-Coded Temporal U-Shape Module for Multiframe Infrared Small Target Detection

Author(s): Ruojing Li, Wei An, Chao Xiao, Boyang Li, Yingqian Wang, Miao Li, Yulan Guo

Pages: 555 - 568

45) Multiple Mittag–Leffler Stability of Almost Periodic Solutions for Fractional-Order Delayed Neural Networks: Distributed Optimization Approach

Author(s): Chenxi Song, Sitian Qin, Zhigang Zeng

Pages: 569 - 581

46) Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach

Author(s): Stephan Naunheim, Yannick Kuhl, David Schug, Volkmar Schulz, Florian Mueller

Pages: 582 - 594

47) Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images

Author(s): Ye Liu, Huifang Li, Chao Hu, Shuang Luo, Yan Luo, Chang Wen Chen

Pages: 595 - 609

48) ProtoCLIP: Prototypical Contrastive Language Image Pretraining

Author(s): Delong Chen, Zhao Wu, Fan Liu, Zaiquan Yang, Shaoqiu Zheng, Ying Tan, Erjin Zhou

Pages: 610 - 624

49) ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition

Author(s): Mengmeng Wang, Jiazheng Xing, Jianbiao Mei, Yong Liu, Yunliang Jiang

Pages: 625 - 637

50) A Novel Sequence-to-Sequence-Based Deep Learning Model for Multistep Load Forecasting

Author(s): Renzhi Lu, Ruichang Bai, Ruidong Li, Lijun Zhu, Mingyang Sun, Feng Xiao, Dong Wang, Huaming Wu, Yuemin Ding

Pages: 638 - 652

51) Learning Self-Corrective Network via Adaptive Self-Labeling and Dynamic NMS for High-Performance Long-Term Tracking

Author(s): Zhibin Zhang, Wanli Xue, Kaihua Zhang, Bo Liu, Chengwei Zhang, Jingen Liu, Shengyong Chen

Pages: 653 - 664

52) Graph Soft Actor–Critic Reinforcement Learning for Large-Scale Distributed Multirobot Coordination

Author(s): Yifan Hu, Junjie Fu, Guanghui Wen

Pages: 665 - 676

53) Random Online Hashing for Cross-Modal Retrieval

Author(s): Kaihang Jiang, Wai Keung Wong, Xiaozhao Fang, Jiaxing Li, Jianyang Qin, Shengli Xie

Pages: 677 - 691

54) Spectral Cross-Domain Neural Network With Soft-Adaptive Threshold Spectral Enhancement

Author(s): Che Liu, Sibo Cheng, Weiping Ding, Rossella Arcucci

Pages: 692 - 703

55) Leveraging Predictions of Task-Related Latents for Interactive Visual Navigation

Author(s): Jiwei Shen, Liang Yuan, Yue Lu, Shujing Lyu

Pages: 704 - 717

56) Data-Driven Internal Model Learning Control for Nonlinear Systems

Author(s): Huimin Zhang, Ronghu Chi, Biao Huang

Pages: 718 - 728

57) Spatiotemporal Transformation-Based Neural Network With Interpretable Structure for Modeling Distributed Parameter Systems

Author(s): Peng Wei, Han-Xiong Li

Pages: 729 - 737

58) Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays

Author(s): Xiaomeng Gao, Yajing Li, Xinyi Liu, Yinlin Ye, Hongtao Fan

Pages: 738 - 752

59) Local–Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction

Author(s): Yucheng Wang, Min Wu, Ruibing Jin, Xiaoli Li, Lihua Xie, Zhenghua Chen

Pages: 753 - 766

60) Teacher–Explorer–Student Learning: A Novel Learning Method for Open Set Recognition

Author(s): Jaeyeon Jang, Chang Ouk Kim

Pages: 767 - 780

61) NN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks

Author(s): Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Iñaki Ucar

Pages: 781 - 795

62) Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation

Author(s): Junjie Hu, Chenyou Fan, Liguang Zhou, Qing Gao, Honghai Liu, Tin Lun Lam

Pages: 796 - 806

63) Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory

Dongseok Kwon, Sung Yun Woo, Joon Hwang, Hyeongsu Kim, Jong-Ho Bae, Wonjun Shin, Byung-Author(s): Gook Park, Jong-Ho Lee

Pages: 807 - 819

64) Horizontal Federated Density Peaks Clustering

Author(s): Shifei Ding, Chao Li, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu

Pages: 820 - 829

65) CVaR-Constrained Policy Optimization for Safe Reinforcement Learning

Author(s): Qiyuan Zhang, Shu Leng, Xiaoteng Ma, Qihan Liu, Xueqian Wang, Bin Liang, Yu Liu, Jun Yang

Pages: 830 - 841

66) An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment

Author(s): Meng Xi, Jiachen Yang, Jiabao Wen, Zhengjian Li, Wen Lu, Xinbo Gao

Pages: 842 - 853

67) Optimal Control for Constrained Discrete-Time Nonlinear Systems Based on Safe Reinforcement Learning

Author(s): Lingzhi Zhang, Lei Xie, Yi Jiang, Zhishan Li, Xueqin Liu, Hongye Su

Pages: 854 - 865

68) Event-Driven Video Restoration With Spiking-Convolutional Architecture

Author(s): Chengzhi Cao, Xueyang Fu, Yurui Zhu, Zhijing Sun, Zheng-Jun Zha

Pages: 866 - 880

69) Situation-Based Neuromorphic Memory in Spiking Neuron-Astrocyte Network

Author(s): Susanna Gordleeva, Yuliya A. Tsybina, Mikhail I. Krivonosov, Ivan Y. Tyukin, Victor B. Kazantsev, Alexey Zaikin, Alexander N. Gorban

Pages: 881 - 895

70) Robust Approximate Dynamic Programming for Nonlinear Systems With Both Model Error and External Disturbance

Author(s): Jie Li, Ryozo Nagamune, Yuhang Zhang, Shengbo Eben Li

Pages: 896 - 910

71) Self-Organizing Robust Fuzzy Neural Network for Nonlinear System Modeling

Author(s): Honggui Han, Jiaqian Wang, Zheng Liu, Hongyan Yang, Junfei Qiao

Pages: 911 - 923

72) Anchor-Enhanced Geographical Entity Representation Learning

Author(s): Renyao Chen, Junye Lei, Hong Yao, Tailong Li, Shengwen Li

Pages: 924 - 938

73) Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery

Author(s): Runqing Jiang, Yan Yan, Jing-Hao Xue, Si Chen, Nannan Wang, Hanzi Wang

Pages: 939 - 952

74) Fast and Reliable Score-Based Generative Model for Parallel MRI

Author(s): Ruizhi Hou, Fang Li, Tieyong Zeng

Pages: 953 - 966

75) Point Cloud Registration-Driven Robust Feature Matching for 3-D Siamese Object Tracking

Author(s): Haobo Jiang, Kaihao Lan, Le Hui, Guangyu Li, Jin Xie, Shangbing Gao, Jian Yang

Pages: 967 - 977

76) Distance-Aware Learning for Inductive Link Prediction on Temporal Networks

Author(s): Zhiqiang Pan, Fei Cai, Xinwang Liu, Honghui Chen

Pages: 978 - 990

77) Large Scale Time-Series Representation Learning via Simultaneous Low- and High-Frequency Feature Bootstrapping

Author(s): Vandan Gorade, Azad Singh, Deepak Mishra

Pages: 991 - 1002

78) Communication-Efficient Nonconvex Federated Learning With Error Feedback for Uplink and Downlink

Author(s): Xingcai Zhou, Le Chang, Jinde Cao

Pages: 1003 - 1014

79) A Low-Latency DNN Accelerator Enabled by DFT-Based Convolution Execution Within Crossbar Arrays

Author(s): Hasita Veluri, Umesh Chand, Chun-Kuei Chen, Aaron Voon-Yew Thean

Pages: 1015 - 1028

80) Resource-Constrained Multisource Instance-Based Transfer Learning

Author(s): Mohammad Askarizadeh, Alireza Morsali, Kim Khoa Nguyen

Pages: 1029 - 1043

81) Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based Recommendation

Author(s): Siyu Wang, Xiaocong Chen, Julian McAuley, Sally Cripps, Lina Yao

Pages: 1044 - 1055

82) Adaptive Drive-Response Synchronization of Timescale-Type Neural Networks With Unbounded Time-Varying Delays

Author(s): Peng Wan, Yufeng Zhou, Zhigang Zeng

Pages: 1056 - 1068

83) Multiscale Information Diffusion Prediction With Minimal Substitution Neural Network

Author(s): Ranran Wang, Xing Xu, Yin Zhang

Pages: 1069 - 1080

84) Dual-Correction–Adaptation Network for Noisy Knowledge Transfer

Author(s): Yunyun Wang, Weiwen Zheng, Qinghao Li, Songcan Chen

Pages: 1081 - 1091

85) Visual Commonsense-Aware Representation Network for Video Captioning

Author(s): Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen

Pages: 1092 - 1103

86) MGRW-Transformer: Multigranularity Random Walk Transformer Model for Interpretable Learning

Author(s): Weiping Ding, Yu Geng, Jiashuang Huang, Hengrong Ju, Haipeng Wang, Chin-Teng Lin

Pages: 1104 - 1118

87) Road Network-Guided Fine-Grained Urban Traffic Flow Inference

Author(s): Lingbo Liu, Mengmeng Liu, Guanbin Li, Ziyi Wu, Junfan Lin, Liang Lin

Pages: 1119 - 1132

88) Graph-Based Multicentroid Nonnegative Matrix Factorization

Author(s): Chuan Ma, Yingwei Zhang, Chun-Yi Su

Pages: 1133 - 1144

89) Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis

Author(s): Fujin Wang, Quanquan Zhi, Zhibin Zhao, Zhi Zhai, Yingkai Liu, Huan Xi, Shibin Wang, Xuefeng Chen

Pages: 1145 - 1159

90) Domain Adaptation via Prompt Learning

Author(s): Chunjiang Ge, Rui Huang, Mixue Xie, Zihang Lai, Shiji Song, Shuang Li, Gao Huang

Pages: 1160 - 1170

91) MR-Transformer: Multiresolution Transformer for Multivariate Time Series Prediction

Author(s): Siying Zhu, Jiawei Zheng, Qianli Ma

Pages: 1171 - 1183

92) Data-Driven Optimal Tracking Control for Discrete-Time Nonlinear Systems With Unknown Dynamics Using Deterministic ADP

Author(s): Shijie Song, Dawei Gong, Minglei Zhu, Yuyang Zhao, Cong Huang

Pages: 1184 - 1198

93) Representation of Imprecision in Deep Neural Networks for Image Classification

Author(s): Zuowei Zhang, Zhunga Liu, Liangbo Ning, Arnaud Martin, Jiexuan Xiong

Pages: 1199 - 1212

94) Multistability of State-Dependent Switched Fractional-Order Hopfield Neural Networks With Mexican-Hat Activation Function and Its Application in Associative Memories

Author(s): Boqiang Cao, Xiaobing Nie, Wei Xing Zheng, Jinde Cao

Pages: 1213 - 1227

95) On Expressivity and Trainability of Quadratic Networks

Author(s): Feng-Lei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang

Pages: 1228 - 1242

96) A Semantic-Aware Attention and Visual Shielding Network for Cloth-Changing Person Re-Identification

Author(s): Zan Gao, Hongwei Wei, Weili Guan, Jie Nie, Meng Wang, Shengyong Chen

Pages: 1243 - 1257

97) Enhanced Scalable Graph Neural Network via Knowledge Distillation

Author(s): Chengyuan Mai, Yaomin Chang, Chuan Chen, Zibin Zheng

Pages: 1258 - 1271

98) EASpace: Enhanced Action Space for Policy Transfer

Author(s): Zheng Zhang, Qingrui Zhang, Bo Zhu, Xiaohan Wang, Tianjiang Hu

Pages: 1272 - 1286

99) SSAT++: A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint

Author(s): Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

Pages: 1287 - 1301

100) Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval

Author(s): Yu Jiang, Cong Hua, Yifan Feng, Yue Gao

Pages: 1302 - 1314

101) Deep Learning Model Compression With Rank Reduction in Tensor Decomposition

Author(s): Wei Dai, Jicong Fan, Yiming Miao, Kai Hwang

Pages: 1315 - 1328

102) Drone’s Objective Inference Using Policy Error Inverse Reinforcement Learning

Author(s): Adolfo Perrusquía, Weisi Guo

Pages: 1329 - 1340

103) Clustering Enhanced Multiplex Graph Contrastive Representation Learning

Author(s): Ruiwen Yuan, Yongqiang Tang, Yajing Wu, Wensheng Zhang

Pages: 1341 - 1355

104) Discovering Mathematical Expressions Through DeepSymNet: A Classification-Based Symbolic Regression Framework

Author(s): Min Wu, Weijun Li, Lina Yu, Linjun Sun, Jingyi Liu, Wenqiang Li

Pages: 1356 - 1370

105) Unsupervised Domain Adaptation on Person Reidentification Via Dual-Level Asymmetric Mutual Learning

Author(s): Qiong Wu, Jiahan Li, Pingyang Dai, Qixiang Ye, Liujuan Cao, Yongjian Wu, Rongrong Ji

Pages: 1371 - 1382

106) Tunnel Prescribed Control of Nonlinear Systems With Unknown Control Directions

Author(s): Ruihang Ji, Dongyu Li, Shuzhi Sam Ge, Haizhou Li

Pages: 1383 - 1395

107) Gray Learning From Non-IID Data With Out-of-Distribution Samples

Author(s): Zhilin Zhao, Longbing Cao, Chang-Dong Wang

Pages: 1396 - 1409

108) Improving Adversarial Robustness Against Universal Patch Attacks Through Feature Norm Suppressing

Author(s): Cheng Yu, Jiansheng Chen, Yu Wang, Youze Xue, Huimin Ma

Pages: 1410 - 1424

109) Instance-Dependent Inaccurate Label Distribution Learning

Author(s): Zhiqiang Kou, Jing Wang, Yuheng Jia, Biao Liu, Xin Geng

Pages: 1425 - 1437

110) Sparse Low-Rank Multi-View Subspace Clustering With Consensus Anchors and Unified Bipartite Graph

Author(s): Shengju Yu, Suyuan Liu, Siwei Wang, Chang Tang, Zhigang Luo, Xinwang Liu, En Zhu

Pages: 1438 - 1452

111) Diffusion Source Inference for Large-Scale Complex Networks Based on Network Percolation

Author(s): Yang Liu, Xiaoqi Wang, Xi Wang, Zhen Wang, Jürgen Kurths

Pages: 1453 - 1466

112) Federated Learning for Data Trading Portfolio Allocation With Autonomous Economic Agents

Author(s): Lei Zhao, Lin Cai, Wu-Sheng Lu

Pages: 1467 - 1481

113) Relational Consistency Induced Self-Supervised Hashing for Image Retrieval

Author(s): Lu Jin, Zechao Li, Yonghua Pan, Jinhui Tang

Pages: 1482 - 1494

114) AEVAE: Adaptive Evolutionary Autoencoder for Anomaly Detection in Time Series

Author(s): Ali Jameel Hashim, M. A. Balafar, Jafar Tanha, Aryaz Baradarani

Pages: 1495 - 1506

115) A Deep Quality Monitoring Network for Quality-Related Incipient Faults

Author(s): Min Wang, Min Xie, Yanwen Wang, Maoyin Chen

Pages: 1507 - 1517

116) A Generalized Nesterov-Accelerated Second-Order Latent Factor Model for High-Dimensional and Incomplete Data

Author(s): Weiling Li, Renfang Wang, Xin Luo

Pages: 1518 - 1532

117) Understanding Deep Learning via Decision Boundary

Author(s): Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao

Pages: 1533 - 1544

118) Adaptive Gait Feature Learning Using Mixed Gait Sequence

Author(s): Yifan Chen, Yang Zhao, Xuelong Li

Pages: 1545 - 1554

119) Feature Pyramid Fusion Network for Hyperspectral Pansharpening

Author(s): Wenqian Dong, Yihan Yang, Jiahui Qu, Yunsong Li, Yufei Yang, Xiuping Jia

Pages: 1555 - 1567

120) The Q-Fractionalism Reasoning Learning Method

Author(s): Mehran Mazandarani, Pan Jianfei

Pages: 1568 - 1582

121) Rigorous a Posteriori Error Bounds for PDE-Defined PINNs

Author(s): Birgit Hillebrecht, Benjamin Unger

Pages: 1583 - 1593

122) On the Role of Entropy-Based Loss for Learning Causal Structure With Continuous Optimization

Author(s): Weilin Chen, Jie Qiao, Ruichu Cai, Zhifeng Hao

Pages: 1594 - 1608

123) Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition

Author(s): Shaofei Cai, Liang Li, Xinzhe Han, Shan Huang, Qi Tian, Qingming Huang

Pages: 1609 - 1621

124) Discriminative and Robust Autoencoders for Unsupervised Feature Selection

Author(s): Yunzhi Ling, Feiping Nie, Weizhong Yu, Xuelong Li

Pages: 1622 - 1636

125) Zonotope-Based Distributed Set-Membership Fusion Estimation for Artificial Neural Networks Under the Dynamic Event-Triggered Mechanism

Author(s): Zhongyi Zhao, Zidong Wang, Lei Zou, Hongjian Liu, Weiguo Sheng

Pages: 1637 - 1650

126) Stochastic Optimization for Nonconvex Problem With Inexact Hessian Matrix, Gradient, and Function

Author(s): Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao

Pages: 1651 - 1663

127) SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly Detection

Author(s): Jingtao Hu, Bin Xiao, Hu Jin, Jingcan Duan, Siwei Wang, Zhao Lv, Siqi Wang, Xinwang Liu, En Zhu

Pages: 1664 - 1676

128) Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution

Author(s): Jiaojiao Li, Songcheng Du, Rui Song, Yunsong Li, Qian Du

Pages: 1677 - 1691

129) Why Batch Normalization Damage Federated Learning on Non-IID Data?

Author(s): Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang

Pages: 1692 - 1706

130) Two Novel Noise-Suppression Projection Neural Networks With Fixed-Time Convergence for Variational Inequalities and Applications

Author(s): Xinsong Yang, Xingxing Ju, Peng Shi, Guanghui Wen

Pages: 1707 - 1718

131) GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set

Author(s): Shuyin Xia, Cheng Wang, Guoyin Wang, Xinbo Gao, Weiping Ding, Jianhang Yu, Yujia Zhai, Zizhong Chen

Pages: 1719 - 1733

132) Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence

Author(s): Shuangming Yang, Badong Chen

Pages: 1734 - 1748

133) Selective Contrastive Learning for Unpaired Multi-View Clustering

Author(s): Like Xin, Wanqi Yang, Lei Wang, Ming Yang

Pages: 1749 - 1763

134) Long Short-Term Memory-Based Twin Support Vector Regression for Probabilistic Load Forecasting

Author(s): Zichen Zhang, Yongquan Dong, Wei-Chiang Hong

Pages: 1764 - 1778

135) Optimal Convergence for Agnostic Kernel Learning With Random Features

Author(s): Jian Li, Yong Liu, Weiping Wang

Pages: 1779 - 1789

136) Hybrid-Input Convolutional Neural Network-Based Underwater Image Quality Assessment

Author(s): Wei Liu, Rongxin Cui, Yinglin Li, Shouxu Zhang

Pages: 1790 - 1798

137) Federated Noisy Client Learning

Author(s): Kahou Tam, Li Li, Bo Han, Chengzhong Xu, Huazhu Fu

Pages: 1799 - 1812

138) GLGAN-VC: A Guided Loss-Based Generative Adversarial Network for Many-to-Many Voice Conversion

Author(s): Sandipan Dhar, Nanda Dulal Jana, Swagatam Das

Pages: 1813 - 1826

139) Multimodal Continual Learning for Process Monitoring: A Novel Weighted Canonical Correlation Analysis With Attention Mechanism

Author(s): Jingxin Zhang, James Xiao, Maoyin Chen, Xia Hong

Pages: 1827 - 1841

140) MixedFusion: An Efficient Multimodal Data Fusion Framework for 3-D Object Detection and Tracking

Author(s): Cheng Zhang, Hai Wang, Long Chen, Yicheng Li, Yingfeng Cai

Pages: 1842 - 1856

141) Category-Level 6-D Object Pose Estimation With Shape Deformation for Robotic Grasp Detection

Author(s): Sheng Yu, Di-Hua Zhai, Yuyin Guan, Yuanqing Xia

Pages: 1857 - 1871

142) Dynamic Subcluster-Aware Network for Few-Shot Skin Disease Classification

Author(s): Shuhan Li, Xiaomeng Li, Xiaowei Xu, Kwang-Ting Cheng

Pages: 1872 - 1883

143) SemiHAR: Improving Semisupervised Human Activity Recognition via Multitask Learning

Author(s): Chixuan Wei, Zhihai Wang, Jidong Yuan, Xiaokang Wang, Haiyang Liu, Qiyang Zhao

Pages: 1884 - 1897

144) Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization

Author(s): Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo

Pages: 1898 - 1910

145) Proposal Distribution Calibration for Few-Shot Object Detection

Author(s): Bohao Li, Chang Liu, Mengnan Shi, Xiaozhong Chen, Xiangyang Ji, Qixiang Ye

Pages: 1911 - 1918

146) Lite It Fly: An All-Deformable-Butterfly Network

Author(s): Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong

Pages: 1919 - 1924

147) Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive–Negative Diffusion Over Social Networks

Author(s): Mincan Li, Zidong Wang, Kenli Li, Xiangke Liao

Pages: 1925 - 1932

148) Stability Analysis of Recurrent Neural Networks With Time-Varying Delay Based on a Flexible Negative-Determination Quadratic Function Method

Author(s): Guoqiang Tan, Zhanshan Wang

Pages: 1933 - 1938

149) Safe Adaptive Policy Transfer Reinforcement Learning for Distributed Multiagent Control

Author(s): Bin Du, Wei Xie, Yang Li, Qisong Yang, Weidong Zhang, Rudy R. Negenborn, Yusong Pang, Hongtian Chen

Pages: 1939 - 1946

150) A Robust Initialization of Residual Blocks for Effective ResNet Training Without Batch Normalization

Author(s): Enrico Civitelli, Alessio Sortino, Matteo Lapucci, Francesco Bagattini, Giulio Galvan

Pages: 1947 - 1952