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

1) A Systematic Review on Quantum Machine Learning Applications in ClassificationAuthor(s): Ehsan Mohammadisavadkoohi, Niusha Shafiabady, James VakilianPages: 4 – 212) Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial IntelligenceAuthor(s): Timothy R. McIntosh, Teo Susnjak, Nalin Arachchilage, Tong Liu, Dan Xu, Paul Watters, Malka N. HalgamugePages: 22 – 393) A Review: Recent Advancements in Online Private Mode Multiobject TrackingAuthor(s): Shavantrevva Bilakeri, Karunakar A. KotegarPages: 40 – 594) A Survey on Deep Learning-Based Chinese Font Style TransferAuthor(s): Zheyong Ren, Yuhan Pan, Jieyan Chen, Lin Zhao, Ming Liao, Xuecheng Qian, Wei GongPages: 60 – 755) A Hierarchical Deep Reinforcement Learning Strategy for Collective Pursuit-Evasion Game With Partial ObservationsAuthor(s): Xiaoxiao Wang, Peng Yi, Yiguang HongPages: 76 – 906) CORT: Class-Oriented Real-Time Tracking for Embedded SystemsAuthor(s): Edoardo Cittadini, Alessandro De Siena, Giorgio ButtazzoPages: 91 – 1027) Mitigating Bias in Opportunistic Screening for MACE With Causal ReasoningAuthor(s): Jialu Pi, Juan Maria Farina, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon BanerjeePages: 103 – 1118) Evidential Reasoning Rule LearningAuthor(s): Zhiguo Zhou, Hui LiuPages: 112 – 1219) Unsupervised Domain Adaptation With Source Data for Estimating Occupancy and Recognizing Activities in Smart BuildingsAuthor(s): Jawher Dridi, Manar Amayri, Nizar BouguilaPages: 122 – 13510) Derivation of Back-Propagation for Graph Convolutional Networks Using Matrix Calculus and Its Application to Explainable Artificial IntelligenceAuthor(s): Yen-Che Hsiao, Rongting Yue, Abhishek DuttaPages: 136 – 14511) Role-Based One-Hop Neighborhood Representation for Link Sign Prediction in Signed Directed NetworksAuthor(s): Zhihong Fang, Shaolin Tan, Qiu Fang, Zhe Li, Qing GaoPages: 146 – 15612) TransHD: Spatial Transformer Features Extraction for HDC Synergetic LearningAuthor(s): Eman Hassan, Meriem Bettayeb, Yasmin Halawani, Paul R. Genssler, Huruy Tesfai, Yahya Zweiri, Hussam Amrouch, Leontios J. Hadjileontiadis, Hani Saleh, Baker MohammadPages: 157 – 17113) An Inversion-Free Fuzzy Zeroing Neural Network Under Adaptive Input Range Fuzzy Scheme: Design, Analysis, and ApplicationAuthor(s): Lin Xiao, Dan Wang, Qiuyue Zuo, Haibing Fan, Hang CaiPages: 172 – 18414) Ranking Time-Frequency Contrastive Learning for Multivariate Time Series ClassificationAuthor(s): Jidong Yuan, Lingyin Zhang, Weiqiang Jia, Jia Guo, Haiyang Liu, Jinfeng WangPages: 185 – 19415) Leveraging Long-Term Multivariate History Representation for Time Series ForecastingAuthor(s): Huiliang Zhang, Di Wu, Arnaud Zinflou, Stephane Dellacherie, Mouhamadou Makhtar Dione, Benoit BouletPages: 195 – 20916) SRLinear: Lightweight Long-Term Time Series Forecasting via Symbolic RegressionAuthor(s): Hongbo Zhao, Hengzhe Zhang, Chutian Tian, Zhi Wei, Aimin ZhouPages: 210 – 22417) Spatio-Temporal Mamba Dynamic Graph Convolutional Recurrent Network for Traffic PredictionAuthor(s): Xiaoyan Zhang, Yongqin Zhang, Xiangfu MengPages: 225 – 23818) Leveraging Rationality Labels for Explainable Claim Check-WorthinessAuthor(s): Megha Sundriyal, Md Shad Akhtar, Tanmoy ChakrabortyPages: 239 – 24919) Boosting Time-Series Domain Adaptation via A Time-Frequency Consensus FrameworkAuthor(s): Wenmian Yang, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Guosheng Lin, Weijia Jia, Zhenghua ChenPages: 250 – 26120) Robust Peer-to-Peer Federated Learning With Deep Reinforcement Learning Based Client Selection Against Data Poisoning AttacksAuthor(s): Keyvan Kazemi, Mohammad Hossein Badiei, Hamed KebriaeiPages: 262 – 27121) Unveiling the Convergence Dynamics of a Graph Recommender SystemAuthor(s): Adrien Njanko, Danda B. RawatPages: 272 – 28422) Minimal Neuron Circuits—Part II: IntegratorsAuthor(s): Amr Nabil, T. Nandha Kumar, Haider Abbas F. AlmuribPages: 285 – 29623) Nuclei Segmentation Using Multiheaded U-Net and Shearlet-Based Unsharp MaskingAuthor(s): Shivam Mishra, Amit Vishwakarma, Anil KumarPages: 297 – 30724) QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain–Computer Interfacing SystemsAuthor(s): Bikash K. Behera, Saif Al-Kuwari, Ahmed FaroukPages: 308 – 32025) Modeling Deep Unfolded Quantum Machine Learning FrameworkAuthor(s): Shanika Iroshi Nanayakkara, Shiva Raj PokhrelPages: 321 – 33126) COSMIC: A Novel Contextualized Orientation Similarity Metric Incorporating Consistency for NLG AssessmentAuthor(s): Hadi Al Khansa, Mariette AwadPages: 332 – 34627) IT2-ENFIS: Interval Type-2 Exclusionary Neuro-Fuzzy Inference System, an Attempt Toward Trustworthy Regression LearningAuthor(s): Chuan Xue, Jianli Gao, Zhou GuPages: 347 – 36128) A Novel Multiscale Dynamic Graph Convolutional Network for Traffic Data CognitionAuthor(s): Jiyao An, Zhaohui Pu, Qingqin Liu, Lei Zhang, Md Sohel RanaPages: 362 – 37429) Boosting 3-D Point Cloud Registration by Orthogonal Self-Ensemble LearningAuthor(s): Mingzhi Yuan, Ao Shen, Yingfan Ma, Jie Du, Qiao Huang, Manning WangPages: 375 – 38430) MALADY: Multiclass Active Learning With Auction Dynamics on GraphsAuthor(s): Gokul Bhusal, Kevin Miller, Ekaterina MerkurjevPages: 385 – 39831) Distributed Generative Model: A Data Synthesizing Framework for Multisource Heterogeneous DataAuthor(s): Zuobin Xiong, Wei Li, Yingshu Li, Zhipeng CaiPages: 399 – 41132) ICQ-TransE: LLM-Enhanced Image-Caption-Question Translating Embeddings for Knowledge-Based Visual Question AnsweringAuthor(s): Heng Liu, Boyue Wang, Xiaoyan Li, Yanfeng Sun, Yongli Hu, Baocai YinPages: 412 – 42533) Causal Disentanglement for Tackling Popularity Bias in Sequential RecommendationAuthor(s): An-An Liu, Yadong Zhao, Xin Wen, Rihao Chang, Weizhi NiePages: 426 – 43834) FG-KD: A Novel Forward Gradient-Based Framework for Teacher Knowledge AugmentationAuthor(s): Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xuehai ZhouPages: 439 – 45435) pFedBL: Federated Bayesian Learning With Personalized PriorAuthor(s): Xinhui Yu, Arvin Tashakori, Liang Zou, Z. Jane WangPages: 455 – 47036) Soft Parameter Sharing Model for Cross-Problem Generalization in Vehicle Routing ProblemsAuthor(s): Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi MeiPages: 471 – 48537) Contrastive Learning Based Collaborative Modeling of Heterogeneous Data for Few-Shot Fault DiagnosisAuthor(s): Kai Zhong, Hengchang Zhu, Xiaoming Zhang, Darong Huang, Min HanPages: 486 – 49638) Deep Variational Autoencoder-Based Parameter Learning of Bayesian Network With Multiple Latent VariablesAuthor(s): Xinran Wu, Kun Yue, Liang Duan, Hongbo Xie, Huashuai LiuPages: 497 – 51139) NeuroCrypt: A Neuro Symbolic AI Ecosystem for Advanced Cryptographic Data Security and TransmissionAuthor(s): Tanish Singh Rajpal, Akshit NaithaniPages: 512 – 52140) Using Adversarial Training to Improve Uncertainty QuantificationAuthor(s): Kuan Huang, Meng Xu, Yingfeng WangPages: 522 – 53341) DIFF-FECG: A Conditional Diffusion-Based Method for Fetal ECG Extraction From Abdominal ECGAuthor(s): Zhenqin Chen, Yiwei Lin, Qiong Luo, Jinshan XuPages: 534 – 54642) Successive Halving Based Online Ensemble Selection for Concept-Drift AdaptationAuthor(s): Jobin Wilson, Santanu Chaudhury, Brejesh LallPages: 547 – 56143) Deep3BPP: Identification of Blood–Brain Barrier Penetrating Peptides Using Word Embedding Feature Extraction Method and CNN-LSTMAuthor(s): Md. Ashikur Rahman, Md. Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Mohammad Ali MoniPages: 562 – 57044) Reduction of Class Activation Uncertainty With Background InformationAuthor(s): H. M. Dipu KabirPages: 571 – 58545) Exploring Topic Trends in COVID-19 Research Literature Using Nonnegative Matrix FactorizationAuthor(s): Divya Patel, Vansh Parikh, Om Patel, Agam Shah, Bhaskar ChaudhuryPages: 586 – 59546) Event-Triggered Quantization-Based Predefined-Time Adaptive Fuzzy Control for Quadrotor Trajectory TrackingAuthor(s): Zhimin Zhou, Lin ZhaoPages: 596 – 60547) Retraction Notice: Quantum-Assisted Activation for Supervised Learning in Healthcare-Based Intrusion Detection SystemsAuthor(s): Nikhil Laxminarayana, Nimish Mishra, Prayag Tiwari, Sahil Garg, Bikash K. Behera, Ahmed FaroukPages: 606 – 606