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