IEEE Transactions on Artificial Intelligence, Volume 7, Issue 4, April 2026

1) Towards Sample-Efficiency and Generalization of Transfer and Inverse Reinforcement Learning: A Comprehensive Literature Review

Author(s): H. Hassani, E. Hallaji, R. Razavi-Far, M. Saif, L. Lin

Pages: 1819 - 1834

2) Trending Applications of Large Language Models: A User Perspective Survey

Author(s): Y. Zhang, M. Zhao, Y. Zhang, Y. -m. Cheung

Pages: 1835 - 1852

3) CWPFormer: Toward High-Performance Visual Place Recognition for Robot With Cross-Weight Attention Learning

Author(s): Z. Li, P. Xu, T. Shang, W. Pei

Pages: 1853 - 1862

4) EMPOWER-KARE: Deep Prompt Learning for Knowledge-Aware Response Generation in Clinical Counseling and Legal Support Conversations

Author(s): P. Priya, A. M. Tripathi, D. Varshney, M. Firdaus, A. Ekbal

Pages: 1863 - 1873

5) Investigating Primacy Bias in Multiagent Reinforcement Learning: An Empirical Study

Author(s): J. Li, Y. Yang, Z. He, H. Wu, C. Zhao, K. -S. Hwang

Pages: 1874 - 1882

6) ARDIAL-BERT: Advancing Multidialectal Arabic Named Entity Recognition Through Continual Pretraining

Author(s): T. Alimi, R. Boujelbene, L. H. Belguith

Pages: 1883 - 1892

7) Dynamics Analysis and Control of Memristor-Based Hopfield Neural Networks Under Electromagnetic Radiation

Author(s): M. Wang, S. Zhu, W. Luo, Z. Zhang, C. Mu

Pages: 1893 - 1903

8) Multimodal Biometric Recognition System Based on Feature-Level Fusion of Dorsal Finger Crease and Finger Knuckle Print

Author(s): I. Riaz, A. Nazri Ali, H. Ibrahim, I. A. Huqqani

Pages: 1904 - 1916

9) A Dual Perspective of Reinforcement Learning for Imposing Policy Constraints

Author(s): B. De Cooman, J. A. K. Suykens

Pages: 1917 - 1930

10) Educational Knowledge Graph Question Answering: Insights From Benchmarks and LLM-Based Solutions

Author(s): R. Zhao, W. Zeng, J. Tang, F. Tian, X. Zhao

Pages: 1931 - 1941

11) A Conceptual Framework of AI Transparency From Sociotechnical Perspective

Author(s): C. Huang, Z. Wang, X. Wen, X. Wang, X. Yao

Pages: 1942 - 1955

12) CamoX: A Diffusion-Based Method With Few-Shot Learning for Environment-Guided Camouflage Pattern Generation

Author(s): T. T. P. Nguyen, T. Gulrez, J. B. Culpepper, S. L. Phung, H. T. Le

Pages: 1956 - 1971

13) Optimal Control of Unknown Nonlinear Systems via a Multimodel-Based Multistep Reinforcement Learning Framework

Author(s): S. Li, Y. Yang

Pages: 1972 - 1984

14) Enhanced Defect Detection Network: Leveraging Large Kernel and Dynamic Task Interaction for Precise Prediction

Author(s): S. Chan, Q. Miao, Y. Yao, H. Zhang, Z. Wang, X. Zhou

Pages: 1985 - 1996

15) Towards Vox Populi in Federated Learning: A Fair and Inclusive Client Selection Framework

Author(s): S. Arisdakessian, O. Wehbi, O. Abdel Wahab, A. Mourad, H. Otrok

Pages: 1997 - 2011

16) Mitigating Label Noise in Federated Learning With Regularized Features and Robust Loss

Author(s): G. F. Ejigu, K. Kim, C. S. Hong

Pages: 2012 - 2023

17) Attention-Guided Encoder–Decoder Design for Efficient RIS Phase Configuration in Time-Varying IoT Networks

Author(s): V. K. Bhardwaj, A. Singh, O. P. Sahoo, M. K. Shukla, O. J. Pandey

Pages: 2024 - 2036

18) Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare

Author(s): N. Fang, G. Liu, W. Gong

Pages: 2037 - 2046

19) Adaptive Successor Features Composition for Transfer Reinforcement Learning

Author(s): K. Garces, J. Xuan, H. Zuo

Pages: 2047 - 2058

20) Air Quality Prediction With a Meteorology-Guided Modality-Decoupled Spatiotemporal Network

Author(s): H. Yin, Y. -M. Zhang, J. Xu, J. -L. Chang, Y. Li, C. -L. Liu

Pages: 2059 - 2072

21) Counterfactual Causal Inference of Biomedical Signals: Unveiling Causal EEG Patterns for ASD Evaluation

Author(s): Y. Wang, Y. Zuo, D. Chen, A. Y. Zomaya, R. Ranjan, J. Chen, T. Gao

Pages: 2073 - 2087

22) Fully Adaptive Multiscale Spatial–Temporal Recurrent Networks for Traffic Flow Prediction

Author(s): H. Liu, C. Zhu, D. Zhang, Q. Li

Pages: 2088 - 2101

23) Interclass and Intraclass Relationships Incorporated Knowledge Distillation for Continual Learning

Author(s): Q. Sui, L. Zhong, L. Ma, Z. Wang, Z. Lei, S. Gao

Pages: 2102 - 2111

24) Empowering Traditional Ensemble Learning Through Feature Learning and Wavelet Transforms for Environmental Analysis

Author(s): P. M. Conforti, P. Nardelli, A. Fanti, P. Russo

Pages: 2112 - 2126

25) Online Multilabel Streaming Feature Selection Based on Agglomeration Degree and Local-Global Correlation

Author(s): Q. Li, W. Yang, J. Dai

Pages: 2127 - 2141

26) Dynamic Belief Rule Learning for Classification With Expert in the Loop

Author(s): L. Jiao, X. Ma, H. Zhang, J. Wu, H. Ma

Pages: 2142 - 2156

27) Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors

Author(s): D. Zanca, A. Zugarini, S. Dietz, T. R. Altstidl, M. A. T. Ndjeuha, M. Chakraborty, N. V. S. J. Jami, L. Schwinn, B. M. Eskofier

Pages: 2157 - 2170

28) DDD-GenDT: Dynamic Data-Driven Generative Digital Twin Framework

Author(s): Y. -Z. Lin, Q. Shi, Z. Yang, B. S. Latibari, S. Satam, S. Shao, S. Salehi, P. Satam

Pages: 2171 - 2185

29) Explainable and Position-Aware Learning in Digital Pathology

Author(s): M. Aryal, N. Y. Soltani, M. Ganji

Pages: 2186 - 2195

30) TransWaveNet: Transformer for Underwater Image Restoration with Wavelets

Author(s): P. Mishra, M. Raqib Khan, S. S. Phutke, S. K. Vipparthi, S. Murala

Pages: 2196 - 2207

31) Point Cloud Simplification Method Based on Frequency Domain Coding

Author(s): Z. Wu, T. Chen, D. Li, J. Liu, H. Wang, P. Liu, Y. Qi

Pages: 2208 - 2224

32) Modality-Specific Knowledge Distillation With Wasserstein Distance Minimization for Vision-Language Pretrained Models

Author(s): L. -H. Lee, H. -M. Shih, J. Wang

Pages: 2225 - 2237

33) Towards Generalizable Meta-Deep Reinforcement Learning Algorithm for Multiobjective Traveling Salesman Problems

Author(s): X. Fu, S. Gu, C. -M. Chew, T. Li

Pages: 2238 - 2252

34) Generative Models for Time Series Anomaly Detection: A Survey

Author(s): J. Cao, J. Miao, H. Tao, Y. Wang, J. Wu, Z. Wang, X. Wu

Pages: 2253 - 2275

35) Instance-Wise Joint Feature and Expert Decision Acquisition for Classification

Author(s): S. P. Ekanayake, D. -S. Zois, N. D. Wickramasinghe

Pages: 2276 - 2291

36) EEGcMamba: EEG Clustering via State Space Model

Author(s): J. Chen, D. Pi, X. Jiang, F. Gao, Q. Yang, Y. Chen

Pages: 2292 - 2306

37) CIGformer: Leveraging Continuous Information Guidance in Transformer-Based Pansharpening

Author(s): H. Zhu, Y. Wang, X. Li, B. Hou, B. Ren, Y. Meng, K. Chen, L. Jiao

Pages: 2307 - 2320

38) Toward Quantum Image Generation on Single Qubit Using Quantum Information Bottleneck

Author(s): Y. Zhu, V. Aggarwal, D. Konar, Y. Pashkin, P. Angelov, R. Jiang

Pages: 2321 - 2331

39) Securing IoT: Unveiling Attacks With Multiview-Multitask Learning

Author(s): U. B. Clinton, N. Hoque, S. Raza, M. Bhuyan

Pages: 2332 - 2345

40) Ent-BAM: A Generative Framework for Biomedical Argument Mining Enriched With Entity Information

Author(s): N. Das, Y. S. Choudhary, V. V. Saradhi, A. Anand

Pages: 2346 - 2356

41) Physical Reservoir Computing for Optical Stethoscope-Based Heart Sound Biometric Identification

Author(s): Y. Ding, H. Li, X. Liang, M. Vaskeviciute, D. Faccio, H. Heidari

Pages: 2357 - 2370

42) HEAL: Brain-Inspired Hyperdimensional Efficient Active Learning

Author(s): Y. Ni, Z. Zou, W. Huang, H. Chen, W. Y. Chung, S. Cho, R. Krishnan, P. Mercati, M. Imani

Pages: 2371 - 2386

43) Embodied Navigation in Unknown Environments With Implicit Scene Memory and Target-Aware Memory Retrieval

Author(s): Q. Liu, Y. Li, Y. Xu, L. Han, Z. Liu, H. Wang

Pages: 2387 - 2400

44) S-NODE: Explicit and Reversible Image Translation Encoding With Neural ODEs

Author(s): X. Wang, D. Pang, Z. You, X. Guan, X. Le

Pages: 2401 - 2411

45) A Simple and Effective Architecture Selection Method for Differentiable Architecture Search

Author(s): B. Chen, L. Yang, Z. Zheng, F. Li, S. Song, G. Huang, C. Shen

Pages: 2412 - 2422

Friday, March 20, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 3, March 2026

1) Adaptive Hierarchical Graph Cut for Multi-Granularity Out-of-Distribution Detection

Author(s): X. Fang, A. Easwaran, B. Genest, P. N. Suganthan

Pages: 1213 - 1222

2) On Expressivity of Height in Neural Networks

Author(s): F. -L. Fan, Z. -Y. Li, H. Xiong, T. Zeng

Pages: 1223 - 1237

3) Event-Driven Implementation of a Physical Reservoir Computing Framework for Superficial EMG-Based Gesture Recognition

Author(s): Y. Ding, E. Donati, H. Li, H. Heidari

Pages: 1238 - 1250

4) DDConv: Dynamic Dilated Convolution

Author(s): H. Hu, C. Yu, Q. Zhou, Q. Guan, T. Zhou

Pages: 1251 - 1260

5) Histogram Layers for Neural “Engineered” Features

Author(s): J. Peeples, S. Al Kharsa, L. Saleh, A. Zare

Pages: 1261 - 1272

6) Teleportation: Defense Against Stealing Attacks of Data-Driven Healthcare APIs

Author(s): T. Duan, Z. Wang, L. Shen, S. Luan, F. Li, G. Doretto, D. A. Adjeroh, S. Niu, J. Li, C. Tao

Pages: 1273 - 1289

7) Attention-Based Traffic Flow Forecasting Model as a Service of Intelligent Transportation System

Author(s): N. Bansal, R. S. Bali

Pages: 1290 - 1300

8) ConvRoBERTa: Detecting Fake Reviews by Fusing Sequential and Weighted Nonsequential Features

Author(s): A. Mewada, R. K. Dewang

Pages: 1301 - 1314

9) Universal Domain Alignment Framework for Classification and Regression Tasks

Author(s): X. Wang, J. Yang, Y. Gao

Pages: 1315 - 1326

10) A Local 2-Order Mutual Information Metric Approach for Service Community Detection in Complex Service Networks

Author(s): K. Zhang, Q. Gao, J. Lü, M. Ogorzałek, Y. Deng

Pages: 1327 - 1340

11) ILVMamba: Illumination-Aware Lightweight Visual Mamba Framework for Efficient High-Resolution Image Enhancement

Author(s): M. Liu, J. Xu, Y. Cui, X. Hu, L. Strand, H. Yin, A. C. Knoll

Pages: 1341 - 1354

12) Prompt-Aware Adapter: Learning Adaptive Visual Tokens for Multimodal Large Language Models

Author(s): Y. Zhang, H. Fan, W. Ji, Y. Wong, R. Zimmermann, Y. Yang

Pages: 1355 - 1364

13) Topic-Aware Multi-heterogeneous Graph Neural Network for Predicting the Next Participant in Information Cascades

Author(s): Y. Zhang, Z. Wang, G. Wen, J. Guan, S. Zhou, W. Li, Z. Cao

Pages: 1365 - 1378

14) Direct Learning of Neuronal Firing Representations for Long-Term Motor Intent Predictions

Author(s): L. Meng, X. Hu

Pages: 1379 - 1389

15) PipeMamba: State Space Model for Efficient Video-Based Sewer Defect Classification

Author(s): C. Zhao, C. Hu, H. Shao, J. Liu

Pages: 1390 - 1403

16) Optimizing Successive Over-Relaxation Q-Learning With Deterministic Perturbation Gradient Search

Author(s): L. Mandal, S. Bhatnagar

Pages: 1404 - 1417

17) Feature Transformation for Fast and Efficient Learning in Near-Field Source Localization

Author(s): P. Dwivedi, G. Routray, R. M. Hegde

Pages: 1418 - 1429

18) Stop Rumors Fast: A Multiobjective Blocking Approach With Deep Reinforcement Learning in Social Networks

Author(s): Z. Tang, Q. He, R. Jiang, Z. Zhang, H. Fang, X. Wang, L. Ma

Pages: 1430 - 1442

19) Diffusion-Assisted Distillation for Self-Supervised Graph Representation Learning With MLPs

Author(s): S. J. Ahn, M. -H. Kim

Pages: 1443 - 1454

20) Community-Structure Enhanced Brain Graph Mining

Author(s): S. Luo, X. Luo, J. Du, J. Wu, J. Yang

Pages: 1455 - 1465

21) Intracluster Contraction for Pedestrian Anomaly Detection Under One-Class Classification Setting

Author(s): X. Wang, X. Wang, H. Bai, E. G. Lim, J. Xiao

Pages: 1466 - 1476

22) Enhancing Deep Boosting Algorithm Performance for Panic Disorder Detection Through Biometric and Spatio-Temporal Data Integration

Author(s): C. I. -O. Gabriel, R. Kumar, K. Prasad

Pages: 1477 - 1486

23) MFENet: Multiinformation Feature Enhancement Network for Vehicle Reidentification

Author(s): Z. Li, Y. Deng, K. Wang, J. Huang, Z. Tang, W. Ding

Pages: 1487 - 1499

24) P-Mix: A Data Augmentation Method for Contrastive Learning Based Human Activity Recognition

Author(s): Y. Chen, Q. Xie, W. Cui, L. Chen, H. H. Song, T. Zhu

Pages: 1500 - 1511

25) Adaptive Fuzzy Distributed Optimal Fault Tolerant Control of Nonlinear Multi-Agent Systems Under Weight-Unbalanced Directed Graphs

Author(s): M. Cui, Y. Zuo, S. Tong

Pages: 1512 - 1521

26) A Novel Ensemble Method Based on Support Vector Dynamic Learning Neural Network for Breast Cancer Diagnosis

Author(s): Z. Zhang, Y. Ding, J. Zhang

Pages: 1522 - 1532

27) MSAF: Multimodal Sentiment Detection via Multiscale Adaptive Fusion

Author(s): J. Guan, Y. Shu, W. Liu, W. Li, S. Zhou, Y. Zhang

Pages: 1533 - 1545

28) Annealing Genetic Slicing Adversarial Networks Based Feedback for Imbalanced Visual Classification

Author(s): Y. Zhao, Z. Gao, J. Hao, Y. Wang, H. Zhang

Pages: 1546 - 1561

29) Steganography in Large Language Models

Author(s): X. Li, Z. Wang, X. Zhang

Pages: 1562 - 1573

30) Certified Local Transferability for Evaluating Adversarial Attacks

Author(s): M. Chen, J. Li, L. -I. Wu, G. Li

Pages: 1574 - 1583

31) Correlation-Guided Information Deep Fusion for Multimodal Recommendation

Author(s): G. -F. Ma, X. -H. Yang, P. Jiang

Pages: 1584 - 1595

32) Robust Unknown Object Detection in Dynamic Environments Through Dual-Granularity Reconstruction Error Modeling

Author(s): L. Ye, Y. Huang, R. Luo

Pages: 1596 - 1609

33) NeuroAMP: A Novel End-to-End General Purpose Deep Neural Amplifier for Personalized Hearing Aids

Author(s): S. Ahmed, R. E. Zezario, H. -G. Yuan, A. Hussain, H. -M. Wang, W. -H. Chung, Y. Tsao

Pages: 1610 - 1625

34) Online Safety Analysis for LLMs: A Benchmark, an Assessment, and a Path Forward

Author(s): X. Xie, J. Song, Z. Zhou, Y. Huang, D. Song, L. Ma

Pages: 1626 - 1641

35) Watermarking Language Models Through Language Models

Author(s): A. Dasgupta, A. A. Tanvir, X. Zhong

Pages: 1642 - 1651

36) FedImp: Enhancing Federated Learning Convergence With Impurity-Based Weighting

Author(s): H. A. Tran, C. Ta, T. X. Tran

Pages: 1652 - 1665

37) ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models With Heterogeneous Adaptation Needs

Author(s): H. U. K. Shinwari, M. Usama

Pages: 1666 - 1676

38) A Positive-Unlabeled Learning Approach With Self-Correcting Regularized Risk

Author(s): S. Saha, A. Hassan, J. H. Paik

Pages: 1677 - 1689

39) Let Invariant Learning Inspire Neighbor-Shift Generalization on Graphs

Author(s): J. Li, J. Gao, B. Gu, Y. Kong

Pages: 1690 - 1701

40) Beyond Accurate Distillation: Calibrated Knowledge Distillation for Reliable Predictions

Author(s): I. Mishra, V. K. Sethu, D. Mishra

Pages: 1702 - 1714

41) Dual Thinking and Logical Processing in Human Vision and Multimodal Large Language Models

Author(s): K. Dayanandan, N. Kumar, A. Sinha, B. Lall

Pages: 1715 - 1729

42) Wasserstein Distance-Based Multisource Heterogeneous Graph Adaptation for Cross-Network Node Classification

Author(s): H. Yang, J. Lin, H. He, W. Zhang, L. Suya

Pages: 1730 - 1744

43) CIBLS-PLS: A Class-Incremental Broad Learning System With Pseudolabel-Guided Stacked Structure

Author(s): X. Liu, Z. Shi, S. Zhang, L. Chen, W. Ding, X. Zhong, Z. Wu, C. L. P. Chen

Pages: 1745 - 1760

44) Context-Guided Multiscale Attention for Real-Time Semantic Segmentation of Road Scene

Author(s): S. Mazhar, N. Atif, M. K. Bhuyan, S. R. Ahamed

Pages: 1761 - 1775

45) Multirate Distributed Receding Horizon Reinforcement Learning for Optimal UAV–UGV Formation Control

Author(s): X. Zhang, C. Li, R. Zhang, Q. Xiong, W. Jiang, X. Xu

Pages: 1776 - 1791

46) Distributed Reinforcement Learning Optimal Cluster Consensus Control for Takagi–Sugeno Fuzzy Multiagent Systems

Author(s): H. Li, J. Ning, S. Tong

Pages: 1792 - 1802

47) FCA-HLP: Multilayer Feature Cross-Activation Network With High- and Low-Level Prototypes for Few-Shot Segmentation

Author(s): J. Li, Y. Wei, Z. Gao, Y. Wang

Pages: 1803 - 1815

Wednesday, February 18, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 2, February 2026

1) Online Multilabel Streaming Feature Selection With Missing Features by Dual-Space Consistency Information Measurement

Author(s): J. Dai, J. Wang

Pages: 610 - 624

2) CoT-Drive: Efficient Motion Forecasting for Autonomous Driving With LLMs and Chain-of-Thought Prompting

Author(s): H. Liao, H. Kong, B. Wang, C. Wang, K. Y. Wang, Z. He, C. Xu, Z. Li

Pages: 625 - 641

3) ProLLaMA: A Protein Large Language Model for Multitask Protein Language Processing

Author(s): L. Lv, Z. Lin, H. Li, Y. Liu, J. Cui, C. Y. -C. Chen, L. Yuan, Y. Tian

Pages: 642 - 653

4) Subnetwork Knowledge Injection and Transferable Parameter Updating Strategy for Continual Learning of Vision-and-Language Tasks

Author(s): J. Wang, Q. Zhang, J. Liu, K. Nie, Z. Zhang, L. Song, Y. Li

Pages: 654 - 663

5) Towards Trustworthy Dialogue Systems With Advanced Out-of-Scope Intent Detection Model

Author(s): Q. Yin, Z. Wang, L. Bai, Y. Song, D. Xu, X. Yang

Pages: 664 - 673

6) Can LLM-Augmented Autonomous Agents Cooperate? An Evaluation of Their Cooperative Capabilities Through Melting Pot

Author(s): M. Mosquera, J. S. Pinzón, Y. Fonseca, M. Ríos, N. Quijano, L. F. Giraldo, R. Manrique

Pages: 674 - 683

7) Implementation of FPGA-Based Neural Network Controller for Reducing Speed Ripple for a PMSM-Driven EV Using MRAS Speed Estimator

Author(s): S. K. Kakodia, G. Dyanamina

Pages: 684 - 695

8) TRACE: Unlocking the Potential of LLMs in Time Series Forecasting for Distributed Energy Resources

Author(s): Y. Chen, H. Xie

Pages: 696 - 709

9) Deep Mixture Weibull: An Explainable AI Approach for Survival Analysis With Principle Hidden Competing Risks

Author(s): J. Cheng, G. Hu, Y. -P. Tan

Pages: 710 - 725

10) Toward Robust Nonlinear Subspace Clustering: A Kernel Learning Approach

Author(s): K. Xu, L. Chen, S. Wang

Pages: 726 - 739

11) Irony Detection, Reasoning, and Understanding in Zero-Shot Learning

Author(s): P. Yi, Y. Xia, Y. Long

Pages: 740 - 754

12) Layer-Wise Adaptive Freezing With Spatial Prompt Learning for Efficient Fine-Tuning in Image Classification

Author(s): J. Wang, Q. Xu, B. Jiang, B. Luo

Pages: 755 - 767

13) Illumination Aware Multiscale Attention Fusion Model for Underwater Image Enhancement

Author(s): A. Chauhan, D. Goel, M. Kapoor, B. N. Subudhi, V. Jakhetiya

Pages: 768 - 779

14) Quantasio: A Generalized Neural Framework for Solving 3-D Navier–Stokes Dynamics

Author(s): S. Sarker, S. Chakraborty

Pages: 780 - 790

15) Latent Variable Modeling for Controllable and Diverse Generation From Large Language Models

Author(s): J. Zhang, B. Li, Z. Chen, C. Liu, C. Li, C. Lin, W. Rong

Pages: 791 - 805

16) Exploring Mutual Cross-Modal Attention for Context-Aware Human Affordance Generation

Author(s): P. Roy, S. Bhattacharya, S. Ghosh, U. Pal, M. Blumenstein

Pages: 806 - 817

17) Dynamic Obstacle Avoidance Using Path Reshaping on Probabilistic Roadmaps for High-Degree-of-Freedom Robots

Author(s): P. Ojha, A. Thakur

Pages: 818 - 827

18) An Enhanced Aircraft Fuselage Defect Detection Model With Hybrid Logical-Feature Distillation

Author(s): J. Chen, H. Zha, R. Guo, C. Huang, J. Wu

Pages: 828 - 838

19) Hierarchical Reinforcement Learning for Mapless Moving Target Navigation With Communication Interruption

Author(s): Z. Feng, B. Luo, H. Li, X. Xu, L. Xiao, Y. Zhao, C. Yang, W. Gui

Pages: 839 - 853

20) Fourier-Driven Lightweight Token Mixing Model for Efficient Time Series Forecasting

Author(s): J. Kumari, A. Mondal, J. Mathew

Pages: 854 - 867

21) Temporal Domain Guided Prediction Network

Author(s): S. -P. Pan, J. -C. Hung, S. -C. Huang, J. -Y. Wu, D. -W. Jaw

Pages: 868 - 877

22) Constrained Gaussian Splatting via Implicit TSDF Hash Grid for Dense RGB-D SLAM

Author(s): G. Li, Q. Chen, S. Hu, Y. Yan, J. Pu

Pages: 878 - 891

23) Practical Group Consensus of T-S Fuzzy Positive Multiagent Systems Using Compensative Control

Author(s): J. Zhang, H. Ji, T. Raïssi, H. Yang

Pages: 892 - 905

24) Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning

Author(s): E. Malan, V. Peluso, A. Calimera, E. Macii

Pages: 906 - 917

25) PGR: Pseudograph Regularization for Semisupervised Classification

Author(s): C. Hu, J. Song, X. -J. Wu

Pages: 918 - 930

26) Application of Gaussian Distribution Crayfish Optimization in Adaptive FIR Filter Bank: Four-Channel Uniform and Nonuniform Designs

Author(s): H. Daulat, K. Chauhan, T. Varma

Pages: 931 - 946

27) SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-Based Embedded AI Systems

Author(s): R. V. W. Putra, M. Shafique

Pages: 947 - 959

28) Zero-Parameter Attention Sharing Transformer for Joint Human Activity and Identity Recognition

Author(s): S. Huang, P. -Y. Chen, P. Zhou, K. Li, J. A. McCann

Pages: 960 - 972

29) Machine Learning-Driven Optimization of a Sensor Network for Accurate Pollutant Source Identification

Author(s): S. M. Alaoui, K. Djemal, E. S. Gooya, A. A. Feiz, A. A. Falou

Pages: 973 - 985

30) Contrastive Learning Feature Enhancement and High–Low Frequency Texture Interaction Networks for DIBR-Synthesized View Quality Assessment

Author(s): C. Jin, Y. Cai, Y. Chen, T. Luo, Z. He, Y. Song

Pages: 986 - 1001

31) Stragglers Reimagined: Explainability-Driven Adaptive Federated Learning for Resource Constrained IoMT System

Author(s): R. Tapwal

Pages: 1002 - 1011

32) Normalizing Flow-Based Fine-Grained Modeling for Unknown Gesture Rejection in Myoelectric Pattern Recognition

Author(s): J. Jia, L. Wu, S. Duan, X. Chen

Pages: 1012 - 1024

33) Demystifying MuZero Planning: Interpreting the Learned Model

Author(s): H. Guei, Y. -R. Ju, W. -Y. Chen, T. -R. Wu

Pages: 1025 - 1036

34) Frequency-Domain Feature Reconstruction Network With Memory Units for Anomaly Detection of Fused Magnesium Furnaces

Author(s): Q. Liu, Y. Wang, C. Yang, J. An, Y. -m. Cheung

Pages: 1037 - 1047

35) Multilabel Chest X-Ray Image Classification via Category Disentangled Causal Learning

Author(s): Q. Li, M. Liu, R. Chang, W. Nie, S. Bai, A. Liu

Pages: 1048 - 1061

36) A Hybrid Clinical Knowledge-Driven Transformer for Breast Ultrasound Video Classification

Author(s): M. Liu, Z. Yao, M. Li, C. Zhao, J. Xu, J. Yu

Pages: 1062 - 1072

37) CLARITY: A Lightweight Multimodal Transformer for Harmful Content Detection

Author(s): G. S. Kashyap, N. Jain, E. Shabbir, H. Joshi, U. Naseem, J. Gao

Pages: 1073 - 1083

38) SleepLog: Local-Global Deep Fusion Learning for Sleep Staging Transformer

Author(s): J. Sun, C. Chen, W. Ding, X. Hu

Pages: 1084 - 1096

39) Knowledge Distillation for an Ensemble of Students From a Pyramid of Teachers With Diverse Perspective

Author(s): S. Banerjee, A. Paul

Pages: 1097 - 1106

40) Optimizing ADHD Detection: An Autoencoder Approach for Multimodal Classification

Author(s): C. Nash, R. Nair, S. M. Naqvi

Pages: 1107 - 1117

41) Balanced Sampling and Reusing Imaginary Data for World Models in Reinforcement Learning

Author(s): Q. Wang, X. Wei, J. Yan, L. Hou U, H. Pu, J. Luo, W. Jia, M. Zhou

Pages: 1118 - 1130

42) AR2FL: Anomaly-Resistant Robust Framework for Federated Learning

Author(s): M. K. Kundalwal, D. Mishra

Pages: 1131 - 1142

43) Collective Performance Induced by Social and Individual Learning in Any Population Structure: An Evolutionary Game Approach

Author(s): Z. Li, J. Zhang, X. Chen, A. Szolnoki

Pages: 1143 - 1157

44) Towards General Protein Structure Representation Learning With a Protein Size Prompt

Author(s): A. Shen, M. Yuan, Y. Ma, Q. Huang, J. Du, Z. Cao, M. Wang

Pages: 1158 - 1167

45) Learn Once Plan Arbitrarily (LOPA): Dynamic Observation-Based Deep Reinforcement Learning Method for Global Path Planning in Mountainous Terrain Environment

Author(s): S. Huang, M. Hou, X. Yuan, X. Wu, Y. Wang, G. Huang

Pages: 1168 - 1184

46) Optimization for Community Detection in Multilayer Networks: A Comprehensive Review and Novel Taxonomy

Author(s): R. Boukabene, F. B. -S. Tayeb

Pages: 1185 - 1200

47) Efficient Graph Representation With Anchor-Graph Transformer

Author(s): Z. Zhang, F. Xu, B. Jiang, J. Tang

Pages: 1201 - 1209

Thursday, January 22, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 1, January 2026

1) A Systematic Review on Quantum Machine Learning Applications in Classification

Author(s): Ehsan Mohammadisavadkoohi, Niusha Shafiabady, James Vakilian

Pages: 4 - 21

2) Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence

Author(s): Timothy R. McIntosh, Teo Susnjak, Nalin Arachchilage, Tong Liu, Dan Xu, Paul Watters, Malka N. Halgamuge

Pages: 22 - 39

3) A Review: Recent Advancements in Online Private Mode Multiobject Tracking

Author(s): Shavantrevva Bilakeri, Karunakar A. Kotegar

Pages: 40 - 59

4) A Survey on Deep Learning-Based Chinese Font Style Transfer

Author(s): Zheyong Ren, Yuhan Pan, Jieyan Chen, Lin Zhao, Ming Liao, Xuecheng Qian, Wei Gong

Pages: 60 - 75

5) A Hierarchical Deep Reinforcement Learning Strategy for Collective Pursuit-Evasion Game With Partial Observations

Author(s): Xiaoxiao Wang, Peng Yi, Yiguang Hong

Pages: 76 - 90

6) CORT: Class-Oriented Real-Time Tracking for Embedded Systems

Author(s): Edoardo Cittadini, Alessandro De Siena, Giorgio Buttazzo

Pages: 91 - 102

7) Mitigating Bias in Opportunistic Screening for MACE With Causal Reasoning

Author(s): Jialu Pi, Juan Maria Farina, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon Banerjee

Pages: 103 - 111

8) Evidential Reasoning Rule Learning

Author(s): Zhiguo Zhou, Hui Liu

Pages: 112 - 121

9) Unsupervised Domain Adaptation With Source Data for Estimating Occupancy and Recognizing Activities in Smart Buildings

Author(s): Jawher Dridi, Manar Amayri, Nizar Bouguila

Pages: 122 - 135

10) Derivation of Back-Propagation for Graph Convolutional Networks Using Matrix Calculus and Its Application to Explainable Artificial Intelligence

Author(s): Yen-Che Hsiao, Rongting Yue, Abhishek Dutta

Pages: 136 - 145

11) Role-Based One-Hop Neighborhood Representation for Link Sign Prediction in Signed Directed Networks

Author(s): Zhihong Fang, Shaolin Tan, Qiu Fang, Zhe Li, Qing Gao

Pages: 146 - 156

12) TransHD: Spatial Transformer Features Extraction for HDC Synergetic Learning

Author(s): Eman Hassan, Meriem Bettayeb, Yasmin Halawani, Paul R. Genssler, Huruy Tesfai, Yahya Zweiri, Hussam Amrouch, Leontios J. Hadjileontiadis, Hani Saleh, Baker Mohammad

Pages: 157 - 171

13) An Inversion-Free Fuzzy Zeroing Neural Network Under Adaptive Input Range Fuzzy Scheme: Design, Analysis, and Application

Author(s): Lin Xiao, Dan Wang, Qiuyue Zuo, Haibing Fan, Hang Cai

Pages: 172 - 184

14) Ranking Time-Frequency Contrastive Learning for Multivariate Time Series Classification

Author(s): Jidong Yuan, Lingyin Zhang, Weiqiang Jia, Jia Guo, Haiyang Liu, Jinfeng Wang

Pages: 185 - 194

15) Leveraging Long-Term Multivariate History Representation for Time Series Forecasting

Author(s): Huiliang Zhang, Di Wu, Arnaud Zinflou, Stephane Dellacherie, Mouhamadou Makhtar Dione, Benoit Boulet

Pages: 195 - 209

16) SRLinear: Lightweight Long-Term Time Series Forecasting via Symbolic Regression

Author(s): Hongbo Zhao, Hengzhe Zhang, Chutian Tian, Zhi Wei, Aimin Zhou

Pages: 210 - 224

17) Spatio-Temporal Mamba Dynamic Graph Convolutional Recurrent Network for Traffic Prediction

Author(s): Xiaoyan Zhang, Yongqin Zhang, Xiangfu Meng

Pages: 225 - 238

18) Leveraging Rationality Labels for Explainable Claim Check-Worthiness

Author(s): Megha Sundriyal, Md Shad Akhtar, Tanmoy Chakraborty

Pages: 239 - 249

19) Boosting Time-Series Domain Adaptation via A Time-Frequency Consensus Framework

Author(s): Wenmian Yang, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Guosheng Lin, Weijia Jia, Zhenghua Chen

Pages: 250 - 261

20) Robust Peer-to-Peer Federated Learning With Deep Reinforcement Learning Based Client Selection Against Data Poisoning Attacks

Author(s): Keyvan Kazemi, Mohammad Hossein Badiei, Hamed Kebriaei

Pages: 262 - 271

21) Unveiling the Convergence Dynamics of a Graph Recommender System

Author(s): Adrien Njanko, Danda B. Rawat

Pages: 272 - 284

22) Minimal Neuron Circuits—Part II: Integrators

Author(s): Amr Nabil, T. Nandha Kumar, Haider Abbas F. Almurib

Pages: 285 - 296

23) Nuclei Segmentation Using Multiheaded U-Net and Shearlet-Based Unsharp Masking

Author(s): Shivam Mishra, Amit Vishwakarma, Anil Kumar

Pages: 297 - 307

24) QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain–Computer Interfacing Systems

Author(s): Bikash K. Behera, Saif Al-Kuwari, Ahmed Farouk

Pages: 308 - 320

25) Modeling Deep Unfolded Quantum Machine Learning Framework

Author(s): Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel

Pages: 321 - 331

26) COSMIC: A Novel Contextualized Orientation Similarity Metric Incorporating Consistency for NLG Assessment

Author(s): Hadi Al Khansa, Mariette Awad

Pages: 332 - 346

27) IT2-ENFIS: Interval Type-2 Exclusionary Neuro-Fuzzy Inference System, an Attempt Toward Trustworthy Regression Learning

Author(s): Chuan Xue, Jianli Gao, Zhou Gu

Pages: 347 - 361

28) A Novel Multiscale Dynamic Graph Convolutional Network for Traffic Data Cognition

Author(s): Jiyao An, Zhaohui Pu, Qingqin Liu, Lei Zhang, Md Sohel Rana

Pages: 362 - 374

29) Boosting 3-D Point Cloud Registration by Orthogonal Self-Ensemble Learning

Author(s): Mingzhi Yuan, Ao Shen, Yingfan Ma, Jie Du, Qiao Huang, Manning Wang

Pages: 375 - 384

30) MALADY: Multiclass Active Learning With Auction Dynamics on Graphs

Author(s): Gokul Bhusal, Kevin Miller, Ekaterina Merkurjev

Pages: 385 - 398

31) Distributed Generative Model: A Data Synthesizing Framework for Multisource Heterogeneous Data

Author(s): Zuobin Xiong, Wei Li, Yingshu Li, Zhipeng Cai

Pages: 399 - 411

32) ICQ-TransE: LLM-Enhanced Image-Caption-Question Translating Embeddings for Knowledge-Based Visual Question Answering

Author(s): Heng Liu, Boyue Wang, Xiaoyan Li, Yanfeng Sun, Yongli Hu, Baocai Yin

Pages: 412 - 425

33) Causal Disentanglement for Tackling Popularity Bias in Sequential Recommendation

Author(s): An-An Liu, Yadong Zhao, Xin Wen, Rihao Chang, Weizhi Nie

Pages: 426 - 438

34) FG-KD: A Novel Forward Gradient-Based Framework for Teacher Knowledge Augmentation

Author(s): Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xuehai Zhou

Pages: 439 - 454

35) pFedBL: Federated Bayesian Learning With Personalized Prior

Author(s): Xinhui Yu, Arvin Tashakori, Liang Zou, Z. Jane Wang

Pages: 455 - 470

36) Soft Parameter Sharing Model for Cross-Problem Generalization in Vehicle Routing Problems

Author(s): Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei

Pages: 471 - 485

37) Contrastive Learning Based Collaborative Modeling of Heterogeneous Data for Few-Shot Fault Diagnosis

Author(s): Kai Zhong, Hengchang Zhu, Xiaoming Zhang, Darong Huang, Min Han

Pages: 486 - 496

38) Deep Variational Autoencoder-Based Parameter Learning of Bayesian Network With Multiple Latent Variables

Author(s): Xinran Wu, Kun Yue, Liang Duan, Hongbo Xie, Huashuai Liu

Pages: 497 - 511

39) NeuroCrypt: A Neuro Symbolic AI Ecosystem for Advanced Cryptographic Data Security and Transmission

Author(s): Tanish Singh Rajpal, Akshit Naithani

Pages: 512 - 521

40) Using Adversarial Training to Improve Uncertainty Quantification

Author(s): Kuan Huang, Meng Xu, Yingfeng Wang

Pages: 522 - 533

41) DIFF-FECG: A Conditional Diffusion-Based Method for Fetal ECG Extraction From Abdominal ECG

Author(s): Zhenqin Chen, Yiwei Lin, Qiong Luo, Jinshan Xu

Pages: 534 - 546

42) Successive Halving Based Online Ensemble Selection for Concept-Drift Adaptation

Author(s): Jobin Wilson, Santanu Chaudhury, Brejesh Lall

Pages: 547 - 561

43) Deep3BPP: Identification of Blood–Brain Barrier Penetrating Peptides Using Word Embedding Feature Extraction Method and CNN-LSTM

Author(s): Md. Ashikur Rahman, Md. Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Mohammad Ali Moni

Pages: 562 - 570

44) Reduction of Class Activation Uncertainty With Background Information

Author(s): H. M. Dipu Kabir

Pages: 571 - 585

45) Exploring Topic Trends in COVID-19 Research Literature Using Nonnegative Matrix Factorization

Author(s): Divya Patel, Vansh Parikh, Om Patel, Agam Shah, Bhaskar Chaudhury

Pages: 586 - 595

46) Event-Triggered Quantization-Based Predefined-Time Adaptive Fuzzy Control for Quadrotor Trajectory Tracking

Author(s): Zhimin Zhou, Lin Zhao

Pages: 596 - 605

47) Retraction Notice: Quantum-Assisted Activation for Supervised Learning in Healthcare-Based Intrusion Detection Systems

Author(s): Nikhil Laxminarayana, Nimish Mishra, Prayag Tiwari, Sahil Garg, Bikash K. Behera, Ahmed Farouk

Pages: 606 - 606

Tuesday, December 9, 2025

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 12, December 2025

1) Generative Agents in Agent-Based Modeling: Overview, Validation, and Emerging Challenges

Author(s): Carlo Adornetto, Adrian Mora, Kai Hu, Leticia Izquierdo Garcia, Parfait Atchade-Adelomou, Gianluigi Greco, Luis Alberto Alonso Pastor, Kent Larson

Pages: 3165 - 3183

2) KnowZRel: Common Sense Knowledge-Based Zero-Shot Relationship Retrieval for Generalized Scene Graph Generation

Author(s): M. Jaleed Khan, John G. Breslin, Edward Curry

Pages: 3184 - 3194

3) Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics

Author(s): Md Abrar Jahin, Md. Akmol Masud, Md Wahiduzzaman Suva, M. F. Mridha, Nilanjan Dey

Pages: 3195 - 3206

4) Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach

Author(s): Zhenbang Du, Jiayu An, Yunlu Tu, Jiahao Hong, Dongrui Wu

Pages: 3207 - 3216

5) Reinforcement Learning for Efficient Multiagent Task Allocation in Potential Game Model

Author(s): Yuxing Xing, Caixia Chen, Jie Wu, Jie Chen

Pages: 3217 - 3231

6) Phenotype and Genotype Based Sample Aware Surrogate-Assisted Genetic Programming in Dynamic Flexible Job Shop Scheduling

Author(s): Luyao Zhu, Fangfang Zhang, Xiaodong Zhu, Ke Chen, Mengjie Zhang

Pages: 3232 - 3247

7) Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data

Author(s): Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph

Pages: 3248 - 3257

8) Fuzzy Information Quantity Measurement and Feature Selection by Macrogranular Entropy

Author(s): Zhilin Zhu, Chucai Zhang, Jianhua Dai

Pages: 3258 - 3272

9) Efficient Transformer Inference Through Hybrid Dynamic Pruning

Author(s): Ghadeer A. Jaradat, Mohammed F. Tolba, Ghada Alsuhli, Hani Saleh, Mahmoud Al-Qutayri, Thanos Stouraitis

Pages: 3273 - 3286

10) Is Perceptual Encryption Secure? A Security Benchmark for Perceptual Encryption Methods

Author(s): Umesh Kashyap, Sudev Kumar Padhi, Sk. Subidh Ali

Pages: 3287 - 3296

11) Location, Neighborhood, and Semantic Guidance Network for RGB-D Co-Salient Object Detection

Author(s): Wujie Zhou, Bingying Wang, Xiena Dong, Caie Xu, Fangfang Qiang

Pages: 3297 - 3311

12) RSMBSP-DON: RNA-Small Molecule Binding Sites Prediction by Dual-Path Feature Extraction and One-Dimensional Multiscale Feature Fusion Network

Author(s): Xiao Yang, Zhan-Li Sun, Mengya Liu, Zhigang Zeng, Kin-Man Lam, Xin Wang

Pages: 3312 - 3320

13) ECG_DEEPNet: A Novel Approach for Delineation and Classification of Electrocardiogram Signal Based on Ensemble Deep-Learning

Author(s): Neenu Sharma, Deepak Joshi

Pages: 3321 - 3335

14) Prescribed Performance Resilient Motion Coordination With Actor–Critic Reinforcement Learning Design for UAV-USV Systems

Author(s): Jawhar Ghommam, Maarouf Saad, Mohammad H. Rahman, Quanmin Zhu

Pages: 3336 - 3350

15) Quantization-Based 3D-CNNs Through Circular Gradual Unfreezing for DeepFake Detection

Author(s): Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas

Pages: 3351 - 3363

16) A Multitropical Cyclone Trajectory Prediction Method Based on Density Maps With Memory and Data Fusion

Author(s): Dongfang Ma, Zhaoyang Ma, Chengying Wu, Jianmin Lin

Pages: 3364 - 3376

17) EncryptFlow: Efficient and Lossless Image Encryption Network Based on Normalizing Flows

Author(s): Menglin Yang, Dong Xie, Guiting Zhang, Fulong Chen, Taochun Wang, Peng Hu

Pages: 3377 - 3390

18) Learn to Learn: A Mirror Meta-Learning Method for Retinal Disease Diagnosis on Fundus Images

Author(s): Haoran Peng, Jianqiang Li, Wenxiu Cheng, Linna Zhao, Yu Guan, Zhaosheng Li, Li Li, Xi Xu

Pages: 3391 - 3405

19) Video-Based Human-Posture Monitoring From RGB-D Cameras

Author(s): Pavana Pradeep Kumar, Krishna Kant, Francesco Di Rienzo, Carlo Vallati

Pages: 3406 - 3416

20) Production Disentanglement and Exogenous Analysis Transformer for Petroleum Production Prediction

Author(s): Ji Chang, Yu Kang, Wenjun Lv

Pages: 3417 - 3429

21) Cooperative Resilience in Artificial Intelligence Multiagent Systems

Author(s): Manuela Chacon-Chamorro, Luis Felipe Giraldo, Nicanor Quijano, Vicente Vargas-Panesso, César González, Juan Sebastián Pinzón, Rubén Manrique, Manuel Ríos, Yesid Fonseca, Daniel Gómez-Barrera, Mónica Perdomo-Pérez

Pages: 3430 - 3440

22) Towards Efficient Multi-UAV Air Combat: An Intention Inference and Sparse Transmission Based Multiagent Reinforcement Learning Algorithm

Author(s): Jinchao Han, Yan Yan, Baoxian Zhang

Pages: 3441 - 3452

23) Large Linguistic Models: Investigating LLMs’ Metalinguistic Abilities

Author(s): Gašper Beguš, Maksymilian Dąbkowski, Ryan Rhodes

Pages: 3453 - 3467

Tuesday, December 2, 2025

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 12, December 2025

1) Generative Agents in Agent-Based Modeling: Overview, Validation, and Emerging Challenges

Author(s): Carlo Adornetto, Adrian Mora, Kai Hu, Leticia Izquierdo Garcia, Parfait Atchade-Adelomou, Gianluigi Greco, Luis Alberto Alonso Pastor, Kent Larson

Pages: 3165 - 3183

2) KnowZRel: Common Sense Knowledge-Based Zero-Shot Relationship Retrieval for Generalized Scene Graph Generation

Author(s): M. Jaleed Khan, John G. Breslin, Edward Curry

Pages: 3184 - 3194

3) Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics

Author(s): Md Abrar Jahin, Md. Akmol Masud, Md Wahiduzzaman Suva, M. F. Mridha, Nilanjan Dey

Pages: 3195 - 3206

4) Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach

Author(s): Zhenbang Du, Jiayu An, Yunlu Tu, Jiahao Hong, Dongrui Wu

Pages: 3207 - 3216

5) Reinforcement Learning for Efficient Multiagent Task Allocation in Potential Game Model

Author(s): Yuxing Xing, Caixia Chen, Jie Wu, Jie Chen

Pages: 3217 - 3231

6) Phenotype and Genotype Based Sample Aware Surrogate-Assisted Genetic Programming in Dynamic Flexible Job Shop Scheduling

Author(s): Luyao Zhu, Fangfang Zhang, Xiaodong Zhu, Ke Chen, Mengjie Zhang

Pages: 3232 - 3247

7) Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data

Author(s): Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph

Pages: 3248 - 3257

8) Fuzzy Information Quantity Measurement and Feature Selection by Macrogranular Entropy

Author(s): Zhilin Zhu, Chucai Zhang, Jianhua Dai

Pages: 3258 - 3272

9) Efficient Transformer Inference Through Hybrid Dynamic Pruning

Author(s): Ghadeer A. Jaradat, Mohammed F. Tolba, Ghada Alsuhli, Hani Saleh, Mahmoud Al-Qutayri, Thanos Stouraitis

Pages: 3273 - 3286

10) Is Perceptual Encryption Secure? A Security Benchmark for Perceptual Encryption Methods

Author(s): Umesh Kashyap, Sudev Kumar Padhi, Sk. Subidh Ali

Pages: 3287 - 3296

11) Location, Neighborhood, and Semantic Guidance Network for RGB-D Co-Salient Object Detection

Author(s): Wujie Zhou, Bingying Wang, Xiena Dong, Caie Xu, Fangfang Qiang

Pages: 3297 - 3311

12) RSMBSP-DON: RNA-Small Molecule Binding Sites Prediction by Dual-Path Feature Extraction and One-Dimensional Multiscale Feature Fusion Network

Author(s): Xiao Yang, Zhan-Li Sun, Mengya Liu, Zhigang Zeng, Kin-Man Lam, Xin Wang

Pages: 3312 - 3320

13) ECG_DEEPNet: A Novel Approach for Delineation and Classification of Electrocardiogram Signal Based on Ensemble Deep-Learning

Author(s): Neenu Sharma, Deepak Joshi

Pages: 3321 - 3335

14) Prescribed Performance Resilient Motion Coordination With Actor–Critic Reinforcement Learning Design for UAV-USV Systems

Author(s): Jawhar Ghommam, Maarouf Saad, Mohammad H. Rahman, Quanmin Zhu

Pages: 3336 - 3350

15) Quantization-Based 3D-CNNs Through Circular Gradual Unfreezing for DeepFake Detection

Author(s): Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas

Pages: 3351 - 3363

16) A Multitropical Cyclone Trajectory Prediction Method Based on Density Maps With Memory and Data Fusion

Author(s): Dongfang Ma, Zhaoyang Ma, Chengying Wu, Jianmin Lin

Pages: 3364 - 3376

17) EncryptFlow: Efficient and Lossless Image Encryption Network Based on Normalizing Flows

Author(s): Menglin Yang, Dong Xie, Guiting Zhang, Fulong Chen, Taochun Wang, Peng Hu

Pages: 3377 - 3390

18) Learn to Learn: A Mirror Meta-Learning Method for Retinal Disease Diagnosis on Fundus Images

Author(s): Haoran Peng, Jianqiang Li, Wenxiu Cheng, Linna Zhao, Yu Guan, Zhaosheng Li, Li Li, Xi Xu

Pages: 3391 - 3405

19) Video-Based Human-Posture Monitoring From RGB-D Cameras

Author(s): Pavana Pradeep Kumar, Krishna Kant, Francesco Di Rienzo, Carlo Vallati

Pages: 3406 - 3416

20) Production Disentanglement and Exogenous Analysis Transformer for Petroleum Production Prediction

Author(s): Ji Chang, Yu Kang, Wenjun Lv

Pages: 3417 - 3429

21) Towards Efficient Multi-UAV Air Combat: An Intention Inference and Sparse Transmission Based Multiagent Reinforcement Learning Algorithm

Author(s): Jinchao Han, Yan Yan, Baoxian Zhang

Pages: 3441 - 3452

Monday, November 10, 2025

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 11, November 2025

1) Robust Real-Time Audio–Visual Speech Enhancement Based on DNN and GAN

Author(s): Mandar Gogate, Kia Dashtipour, Amir Hussain

Pages: 2860 - 2869

2) Optimizing Neural Network Training: A Markov Chain Approach for Resource Conservation

Author(s): Ke Wang, Xianting Huang, Cong Tan, Siu-Ming Yiu, Zicong Chen, Xiaolin Lei

Pages: 2870 - 2883

3) LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models

Author(s): Zihan Zhao, Yiyang Jiang, Heyang Liu, Yu Wang, Yanfeng Wang

Pages: 2884 - 2895

4) From Routine to Reflection: Pruning Neural Networks in Communication-Efficient Federated Learning

Author(s): Jiaming Pei, Wei Li, Shahid Mumtaz

Pages: 2896 - 2905

5) Response Generation Honeypot With Antidetection Capabilities for IoT Botnet Lifecycle Detection

Author(s): Hao Tang, Hui He, Yuming Feng, Junxiong Meng, Weizhe Zhang

Pages: 2906 - 2921

6) Exploiting Gaussian Noise Variance for Dynamic Differential Poisoning in Federated Learning

Author(s): Md Tamjid Hossain, Shahriar Badsha, Hung La, Shafkat Islam, Ibrahim Khalil

Pages: 2922 - 2939

7) C2RS: Multimodal Knowledge Graph Completion With Cross-Modal Consistency and Relation Semantics

Author(s): Yulou Shu, Wengen Li, Jiaqi Wang, Yichao Zhang, Jihong Guan, Shuigeng Zhou

Pages: 2940 - 2952

8) Parallel Inductive Shift Learning Based Recommendation System

Author(s): Nilufar Zaman, Angshuman Jana

Pages: 2953 - 2965

9) Adaptive Head Pruning for Attention Mechanism in the Maritime Domain

Author(s): Walid Messaoud, Rim Trabelsi, Adnane Cabani, Fatma Abdelkefi

Pages: 2966 - 2976

10) Deep Residual Learning of a Probabilistic’ Partial Least Squares Model for Predictive Data Analytics

Author(s): Zhiqiang Ge, Duxin Chen, Wenwu Yu

Pages: 2977 - 2989

11) Incremental Semisupervised Learning With Adaptive Locality Preservation for High-Dimensional Data

Author(s): Guojie Li, Zhiwen Yu, Kaixiang Yang, Ziwei Fan, C. L. Philip Chen

Pages: 2990 - 3004

12) EEG Emotion Recognition Based on an Implicit Emotion Regulatory Mechanism

Author(s): Dongdong Li, Zhishuo Jin, Yujun Shen, Zhe Wang, Suo Jiang

Pages: 3005 - 3017

13) Ownership Infringement Detection for Generative Adversarial Networks Against Model Stealing

Author(s): Hailong Hu, Jun Pang

Pages: 3018 - 3029

14) Integrating Large Language Model for Improved Causal Discovery

Author(s): Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Qiang Tu, Huanhuan Chen

Pages: 3030 - 3042

15) A Novel Privacy-Enhancing Framework for Low-Dose CT Denoising

Author(s): Ziyuan Yang, Huijie Huangfu, Maosong Ran, Zhiwen Wang, Hui Yu, Mengyu Sun, Yi Zhang

Pages: 3043 - 3055

16) Empirical Evaluation of Public HateSpeech Datasets

Author(s): Sardar Jaf, Basel Barakat

Pages: 3056 - 3069

17) Enhancing Facial Expression Recognition With AI Agents: A Semisupervised Guided Adaptive β-VAE Coupled With Interval Type-2 Fuzzy Classifier

Author(s): Mohd Aquib, Nishchal K. Verma, M. Jaleel Akhtar

Pages: 3070 - 3086

18) DrugMAP: Deep Multimodal Transformers for Drug-Target Mechanism of Action Prediction

Author(s): Rangan Das, Swadesh Jana, Anannyo Dey, Pascal Le Corre, Marc Cuggia, Ujjwal Maulik, Sanghamitra Bandyopadhyay

Pages: 3087 - 3099

19) n-LIPO: Framework for Diverse Cooperative Agent Generation Using Policy Compatibility

Author(s): Rujikorn Charakorn, Poramate Manoonpong, Nat Dilokthanakul

Pages: 3100 - 3114

20) Lightweight Dynamic Convolutional Network for Crowd Counting Based on Curriculum Reinforcement Learning

Author(s): Yange Li, Fan Yu, Qun Chen

Pages: 3115 - 3131

21) K-Nearest Neighbor Algorithm Based on the Framework of Ordered Pair of Normalized Real Numbers

Author(s): Yi Zheng, Xuanbin Ding, Xiang Zhao, Xiaoqin Pan, Lei Zhou

Pages: 3132 - 3147

22) TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking

Author(s): Ching Nam Hang, Pei-Duo Yu, Chee Wei Tan

Pages: 3148 - 3162

Tuesday, October 14, 2025

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 10, October 2025

1) Recommender Systems Based on Nonnegative Matrix Factorization: A Survey

Author(s): Sajad Ahmadian, Kamal Berahmand, Mehrdad Rostami, Saman Forouzandeh, Parham Moradi, Mahdi Jalili

Pages: 2554 - 2574

2) GradCFA: A Hybrid Gradient-Based Counterfactual and Feature Attribution Explanation Algorithm for Local Interpretation of Neural Networks

Author(s): Jacob Sanderson, Hua Mao, Wai Lok Woo

Pages: 2575 - 2587

3) CenFormer: Transformer-Based Network From Centroid Generation for Point Cloud Completion

Author(s): Tran Thanh Phong Nguyen, Son Lam Phung, Vinod Gopaldasani, Jane Whitelaw, Hoang Thanh Le, Abdesselam Bouzerdoum

Pages: 2588 - 2602

4) Dynamic Broad Metric Learning

Author(s): Xiaoman Hu, C. L. Philip Chen, Tong Zhang

Pages: 2603 - 2617

5) ShadowMaskFormer: Mask Augmented Patch Embedding for Shadow Removal

Author(s): Zhuohao Li, Guoyang Xie, Guannan Jiang, Zhichao Lu

Pages: 2618 - 2629

6) Design of an Ultra-Thin Metamaterial Absorber With Machine Learning-Assisted Absorption Prediction

Author(s): Md. Jakir Hossain, Nafisa Mubashsara, Riasat Khan, Mohammad Abdul Matin, Panagiotis Sarigiannidis, Sotirios K. Goudos

Pages: 2630 - 2644

7) Active Gradient Manipulation for Privacy Breaching in Vertical Federated Learning

Author(s): Tre’ R. Jeter, Minh N. Vu, Raed Alharbi, Jung Taek Seo, My T. Thai

Pages: 2645 - 2655

8) Distributed Fixed-Time Algorithms for Time-Varying Constrained Optimization Problems

Author(s): Xing He, Yue Li, Meng Zhang, Tingwen Huang

Pages: 2656 - 2668

9) TSTNet: Temporal Semantic Transformer-Based Computing Power Network for Automatic Driving in the Internet of Vehicles

Author(s): Tiankuo Yu, Hui Yang, Qiuyan Yao, Zhiwei Wang, Jie Zhang, Athanasios V. Vasilakos, Mohamed Cheriet

Pages: 2669 - 2684

10) Mobile Network Traffic Prediction Using Temporal Fusion Transformer

Author(s): Georgios Kougioumtzidis, Vladimir K. Poulkov, Pavlos I. Lazaridis, Zaharias D. Zaharis

Pages: 2685 - 2699

11) Advancements in Image Interpretation: Self-Supervised Learning of Object Structures for Enhanced Classification and Segmentation

Author(s): Hung-Min Sun, Chao-Yen Chung, Zong-Han Lin, Qi-Xian Huang

Pages: 2700 - 2711

12) Generalization Error Bounds for Graph Neural Networks in Unseen Domains

Author(s): Peiyao Wang, Liang Bai, Xian Yang, Xi Wang, Jiye Liang

Pages: 2712 - 2721

13) GPA: Grover Policy Agent for Generating Optimal Quantum Sensor Circuits

Author(s): Ahmad Alomari, Sathish A. P. Kumar

Pages: 2722 - 2731

14) iLeAD: An EMG-Based Adaptive Shared Control Framework for Exoskeleton Assistance via Deep Reinforcement Learning

Author(s): Masoud Karimi, Mojtaba Ahmadi

Pages: 2732 - 2743

15) A Cervical Cell Classification Framework Based on Multiview Supervised Contrastive Learning

Author(s): Ming Fang, Jin Liu, Francis Bui, Bo Liao, Xiujuan Lei, Fang-Xiang Wu

Pages: 2744 - 2753

16) Resource-Efficient CNN Based Atrial Fibrillation Detection Using P-Wave and RR Interval Features for Edge-AI Cardiac Health Monitoring Devices

Author(s): Nabasmita Phukan, M. Sabarimalai Manikandan, Ram Bilas Pachori

Pages: 2754 - 2765

17) Deep-Learning-Based Dual Denoising Algorithm for Shielding-Free Magnetic Resonance Imaging

Author(s): Yang Hu, Yiman Huang, Shuxian Qu, Yushu Xie, Yanwen Fang, Xiaotong Zhang

Pages: 2766 - 2776

18) Understanding Connection Between PMP and HJB Equations from the Perspective of Hamilton Dynamics

Author(s): Xiangteng Zhang, Yao Lyu, Shengbo Eben Li, Jingliang Duan, Guojian Zhan, Chang Liu, Bo Cheng, Keqiang Li

Pages: 2777 - 2787

19) Fuzzy Logic Strikes Back: Fuzzy ODEs for Dynamic Modeling and Uncertainty Quantification

Author(s): Yusuf Güven, Tufan Kumbasar

Pages: 2788 - 2797

20) MLCNN-LSTM-COV: A Multilabel Convolutional Neural Network and Long Short-Term Memory-Based Framework for Predicting Adverse COVID Drug Reactions

Author(s): Pranab Das, Dilwar Hussain Mazumder

Pages: 2798 - 2809

21) Metalearning Based Adaptive Compact Modeling Framework for Advanced Transistors Across Technology Nodes

Author(s): Srishti Parandiyal, Abhishek Kumar, M. Ehteshamuddin, Anamika Singh, Kumar Sheelvardhan, Samrat Ray, Abhishek Somani, Sourajeet Roy, Avirup Dasgupta

Pages: 2810 - 2818

22) Adaptive Perception for Unified Visual Multimodal Object Tracking

Author(s): Xiantao Hu, Bineng Zhong, Qihua Liang, Liangtao Shi, Zhiyi Mo, Ying Tai, Jian Yang

Pages: 2819 - 2829

23) A Deterministic–Probabilistic Approach to Neural Network Pruning

Author(s): Soumyadipta Banerjee, Jiaul H. Paik

Pages: 2830 - 2839

24) Maximum Margin-Based Activation Clipping for Posttraining Overfitting Mitigation in DNN Classifiers

Author(s): Hang Wang, David J. Miller, George Kesidis

Pages: 2840 - 2847

25) Malicious Clients and Contribution Co-Aware Federated Unlearning

Author(s): Yang Wang, Xue Li, Siguang Chen

Pages: 2848 - 2857

 

Thursday, September 18, 2025

IEEE Transactions on Artificial Intelligence, Volume 6 Issue 9, September 2025

1) A Comprehensive Survey on Diagnostic Microscopic Imaging Modalities, Challenges, Taxonomy, and Future Directions for Cervical Abnormality Detection and Grading

Author(s): Anindita Mohanta, Sourav Dey Roy, Niharika Nath, Abhijit Datta, 

Mrinal Kanti Bhowmik

Pages: 2354 - 2383

2) Enhancement of Robot Dynamics Learning by Integrating Analytical Models into Deep Neural Networks: A Data Fusion Perspective

Author(s): Erfaan Rezvanfar, Jing Wang, Clarence W. de Silva

Pages: 2384 - 2394

3) Enabling Efficient and Interpretable Cybersecurity Reasoning Through Hyperdimensional Computing

Author(s): Ali Zakeri, Hanning Chen, Narayan Srinivasa, Hugo Latapie, Mohsen Imani

Pages: 2395 - 2408

4) GeoDCL: Weak Geometrical Distortion-Based Contrastive Learning for Fine-Grained Fashion Image Retrieval

Author(s): Ling Xiao, Toshihiko Yamasaki

Pages: 2409 - 2421

5) Large-Scale Heliostat Field Optimization for Solar Power Tower System Using Matrix-Based Differential Evolution

Author(s): Dan-Ting Duan, Jian-Yu Li, Bing Sun, Xiao-Fang Liu, Qiang Yang, Qi-Jia Jiang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang

Pages: 2422 - 2436

6) An Adaptive Deep Learning Based Short-Term Wind Speed Forecasting Model for Variable Terrain Conditions

Author(s): Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Amlan Chakrabarti

Pages: 2437 - 2447

7) Deep Graph Convolutional Autoencoder With Conditional Normalizing Flow for Power Distribution Systems Fault Classification and Location

Author(s): Mohsen Saffari, Mahdi Khodayar, Mohammad E. Khodayar, Seyed Saeed Fazlhashemi

Pages: 2448 - 2463

8) Predicting Postgraduate Student Engagement Using Artificial Intelligence (AI)

Author(s): Niusha Shafiabady, Tebbin Koo, Fareed Ud Din, Kabir Sattarshetty, Margaret Yen, Mamoun Alazab, Ethar Alsharaydeh

Pages: 2464 - 2475

9) Non-uniform Illumination Attack for Fooling Convolutional Neural Networks

Author(s): Akshay Jain, Shiv Ram Dubey, Satish Kumar Singh, KC Santosh, Bidyut Baran Chaudhuri

Pages: 2476 - 2485

10) MalaNet: A Small World Inspired Neural Network for Automated Malaria Diagnosis

Author(s): Shubham Dwivedi, Kartikeya Pandey, Kumar Shubham, Om Jee Pandey, Achyut Mani Tripathi, Tushar Sandhan, Rajesh M. Hegde

Pages: 2486 - 2497

11) Unimodal Distributions for Ordinal Regression

Author(s): Jaime S. Cardoso, Ricardo P. M. Cruz, Tomé Albuquerque

Pages: 2498 - 2509

12) Ensuring Reliable Learning in Graph Convolutional Networks: Convergence Analysis and Training Methodology

Author(s): Xinge Zhao, Chien Chern Cheah

Pages: 2510 - 2525

13) Detection of Unknown-Unknowns in Human-in-Loop Human-in-Plant Safety Critical Systems

Author(s): Aranyak Maity, Ayan Banerjee, Sandeep K. S. Gupta

Pages: 2526 - 2541

14) Learning From N-Tuple Similarities and Unlabeled Data

Author(s): Junpeng Li, Shuying Huang, Changchun Hua, Yana Yang

Pages: 2542 - 2551

Thursday, August 14, 2025

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 7, July 2025

1) Cyber Shadows: Neutralizing Security Threats With AI and Targeted Policy Measures

Author(s): Marc Schmitt, Pantelis Koutroumpis

Pages: 1697 - 1705

2) Privacy and Fairness in Machine Learning: A Survey

Author(s): Sina Shaham, Arash Hajisafi, Minh K. Quan, Dinh C. Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana

Pages: 1706 - 1726

3) Stochastic Submodular Bandits With Delayed Composite Anonymous Bandit Feedback

Author(s): Mohammad Pedramfar, Vaneet Aggarwal

Pages: 1727 - 1735

4) Edge Intelligence: A Deep Distilled Model for Wearables to Enable Proactive Eldercare

Author(s): Muhammad Fahim, S. M. Ahsan Kazmi, Vishal Sharma, Hyundong Shin, Trung Q. Duong

Pages: 1736 - 1745

5) Multimodality Consistency for Point Cloud Completion via Differentiable Rendering

Author(s): Ben Fei, Yixuan Li, Weidong Yang, Wen-Ming Chen, Zhijun Li

Pages: 1746 - 1760

6) Defense Against Adversarial Faces at the Source: Strengthened Faces Based on Hidden Disturbances

Author(s): Shuangliang Li, Jinwei Wang, Hao Wu, Jiawei Zhang, Xin Cheng, Xiangyang Luo, Bin Ma

Pages: 1761 - 1775

7) AdaCoRCE Loss for Knowledge Distillation: A Novel Approach With Network Fission and Co-Teaching Technique

Author(s): Shankey Garg, Pradeep Singh

Pages: 1776 - 1786

8) Consistency-Heterogenity Balanced Fake News Detection via Cross-Modal Matching

Author(s): Ying Guo, Bingxin Li, Kexin Zhen, Jie Liu, Gaolei Li, Qi Wang, Yong-Jin Liu

Pages: 1787 - 1796

9) Age-Aware UAV-Aided Energy Harvesting for the Design of Wireless Rechargeable Mobile Networks

Author(s): Aditya Singh, Rajesh M. Hegde

Pages: 1797 - 1807

10) Emergency Scheduling of Aerial Vehicles via Graph Neural Neighborhood Search

Author(s): Tong Guo, Yi Mei, Wenbo Du, Yisheng Lv, Yumeng Li, Tao Song

Pages: 1808 - 1822

11) Go Beyond End-to-End Training: Boosting Greedy Local Learning With Context Supply

Author(s): Chengting Yu, Fengzhao Zhang, Hanzhi Ma, Aili Wang, Er-Ping Li

Pages: 1823 - 1837

12) A Trustworthy AIoT-Enabled Localization System via Federated Learning and Blockchain

Author(s): Junfei Wang, He Huang, Jingze Feng, Steven Wong, Lihua Xie, Jianfei Yang

Pages: 1838 - 1848

13) Deep Learning-Based Method for Irrigation Status Detection in Tomato Using Plant Leaves

Author(s): Tej Bahadur Shahi, Chiranjibi Sitaula, Krishna Prasad Bhandari, Shobha Poudel, Rupesh Bhandari, Ravindra Mishra, Bharat Kumar Sharma, Bhogendra Mishra

Pages: 1849 - 1858

14) Meta-XAI for Explaining the Explainer: Unveiling Image Features Driving Deep Learning Decisions

Author(s): Simone Bianco

Pages: 1859 - 1869

15) G-Mix: A Generalized Mixup Learning Framework Toward Flat Minima

Author(s): Xingyu Li, Bo Tang

Pages: 1870 - 1883

16) Next-Generation Computer Vision in Veterinary Medicine: A Study on Canine Ophthalmology

Author(s): Matija Burić, Marina Ivašić-Kos

Pages: 1884 - 1893

17) Joint Detection of Rhythmic and Morphological Abnormalities in Electrocardiographic Images: A Multitask Learning Approach

Author(s): Pharvesh Salman Choudhary, L.N. Sharma, Samarendra Dandapat

Pages: 1894 - 1905

18) Robust Control of Uncertain Quantum Systems Based on Physics-Informed Neural Networks and Sampling Learning

Author(s): Kai Zhang, Qi Yu, Sen Kuang

Pages: 1906 - 1917

19) Positive Sample Mining: Fuzzy Threshold-Based Contrastive Learning for Enhanced Unsupervised Skeleton-Based Action Recognition

Author(s): Hengsheng Xu, Jianqi Zhong, Deliang Lian, Hanxu Hou, Wenming Cao

Pages: 1918 - 1931

20) Deep Learning-Based Selective Feature Fusion for Litchi Fruit Detection Using Multimodal UAV Sensor Measurements

Author(s): Debarun Chakraborty, Bhabesh Deka

Pages: 1932 - 1942

21) FLyer: Federated Learning-Based Crop Yield Prediction for Agriculture 5.0

Author(s): Tanushree Dey, Somnath Bera, Anwesha Mukherjee, Debashis De, Rajkumar Buyya

Pages: 1943 - 1952

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