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

1) Generative Agents in Agent-Based Modeling: Overview, Validation, and Emerging ChallengesAuthor(s): Carlo Adornetto, Adrian Mora, Kai Hu, Leticia Izquierdo Garcia, Parfait Atchade-Adelomou, Gianluigi Greco, Luis Alberto Alonso Pastor, Kent LarsonPages: 3165 – 31832) KnowZRel: Common Sense Knowledge-Based Zero-Shot Relationship Retrieval for Generalized Scene Graph GenerationAuthor(s): M. Jaleed Khan, John G. Breslin, Edward CurryPages: 3184 – 31943) Lorentz-Equivariant Quantum Graph Neural Network for High-Energy PhysicsAuthor(s): Md Abrar Jahin, Md. Akmol Masud, Md Wahiduzzaman Suva, M. F. Mridha, Nilanjan DeyPages: 3195 – 32064) Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection ApproachAuthor(s): Zhenbang Du, Jiayu An, Yunlu Tu, Jiahao Hong, Dongrui WuPages: 3207 – 32165) Reinforcement Learning for Efficient Multiagent Task Allocation in Potential Game ModelAuthor(s): Yuxing Xing, Caixia Chen, Jie Wu, Jie ChenPages: 3217 – 32316) Phenotype and Genotype Based Sample Aware Surrogate-Assisted Genetic Programming in Dynamic Flexible Job Shop SchedulingAuthor(s): Luyao Zhu, Fangfang Zhang, Xiaodong Zhu, Ke Chen, Mengjie ZhangPages: 3232 – 32477) Model Selection of Anomaly Detectors in the Absence of Labeled Validation DataAuthor(s): Clement Fung, Chen Qiu, Aodong Li, Maja RudolphPages: 3248 – 32578) Fuzzy Information Quantity Measurement and Feature Selection by Macrogranular EntropyAuthor(s): Zhilin Zhu, Chucai Zhang, Jianhua DaiPages: 3258 – 32729) Efficient Transformer Inference Through Hybrid Dynamic PruningAuthor(s): Ghadeer A. Jaradat, Mohammed F. Tolba, Ghada Alsuhli, Hani Saleh, Mahmoud Al-Qutayri, Thanos StouraitisPages: 3273 – 328610) Is Perceptual Encryption Secure? A Security Benchmark for Perceptual Encryption MethodsAuthor(s): Umesh Kashyap, Sudev Kumar Padhi, Sk. Subidh AliPages: 3287 – 329611) Location, Neighborhood, and Semantic Guidance Network for RGB-D Co-Salient Object DetectionAuthor(s): Wujie Zhou, Bingying Wang, Xiena Dong, Caie Xu, Fangfang QiangPages: 3297 – 331112) RSMBSP-DON: RNA-Small Molecule Binding Sites Prediction by Dual-Path Feature Extraction and One-Dimensional Multiscale Feature Fusion NetworkAuthor(s): Xiao Yang, Zhan-Li Sun, Mengya Liu, Zhigang Zeng, Kin-Man Lam, Xin WangPages: 3312 – 332013) ECG_DEEPNet: A Novel Approach for Delineation and Classification of Electrocardiogram Signal Based on Ensemble Deep-LearningAuthor(s): Neenu Sharma, Deepak JoshiPages: 3321 – 333514) Prescribed Performance Resilient Motion Coordination With Actor–Critic Reinforcement Learning Design for UAV-USV SystemsAuthor(s): Jawhar Ghommam, Maarouf Saad, Mohammad H. Rahman, Quanmin ZhuPages: 3336 – 335015) Quantization-Based 3D-CNNs Through Circular Gradual Unfreezing for DeepFake DetectionAuthor(s): Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. PintelasPages: 3351 – 336316) A Multitropical Cyclone Trajectory Prediction Method Based on Density Maps With Memory and Data FusionAuthor(s): Dongfang Ma, Zhaoyang Ma, Chengying Wu, Jianmin LinPages: 3364 – 337617) EncryptFlow: Efficient and Lossless Image Encryption Network Based on Normalizing FlowsAuthor(s): Menglin Yang, Dong Xie, Guiting Zhang, Fulong Chen, Taochun Wang, Peng HuPages: 3377 – 339018) Learn to Learn: A Mirror Meta-Learning Method for Retinal Disease Diagnosis on Fundus ImagesAuthor(s): Haoran Peng, Jianqiang Li, Wenxiu Cheng, Linna Zhao, Yu Guan, Zhaosheng Li, Li Li, Xi XuPages: 3391 – 340519) Video-Based Human-Posture Monitoring From RGB-D CamerasAuthor(s): Pavana Pradeep Kumar, Krishna Kant, Francesco Di Rienzo, Carlo VallatiPages: 3406 – 341620) Production Disentanglement and Exogenous Analysis Transformer for Petroleum Production PredictionAuthor(s): Ji Chang, Yu Kang, Wenjun LvPages: 3417 – 342921) Towards Efficient Multi-UAV Air Combat: An Intention Inference and Sparse Transmission Based Multiagent Reinforcement Learning AlgorithmAuthor(s): Jinchao Han, Yan Yan, Baoxian ZhangPages: 3441 – 3452