IEEE Transactions on Emerging Topics in Computational Intelligence Volume 10, Issue 4, August 2026

1) A Review of Surrogate-Assisted Evolutionary Multi-Objective OptimizationAuthor(s): Q. Wang, Y. Zhang, D. Gong, X. Song, C. He, X. Ji, F. ChuPages: 2741 – 2761
2) A Review of Evolutionary Algorithms for Multimodal Multi-Objective Optimization: Mechanisms, Progress, and ProspectsAuthor(s): L. Zhang, X. Tang, W. Li, R. Wang, T. Zhang, L. WangPages: 2762 – 2782
3) A Comprehensive Survey on Underwater Image Enhancement Based on Deep LearningAuthor(s): X. Cong, Y. Zhao, J. Gui, J. Hou, D. TaoPages: 2783 – 2801
4) Attribute Reduction for Heterogeneous Data by Hybrid Neighborhood Graph Structure and Neighbor Inconsistent Pair SelectionAuthor(s): J. Dai, J. Liu, W. Ding, C. ZhangPages: 2802 – 2815
5) Evolutionary Neural Architecture Search Framework With Masked Encoding Mechanism for Point Cloud RegistrationAuthor(s): Y. Wu, P. Gong, Y. Yuan, M. Gong, W. Ma, Q. MiaoPages: 2816 – 2828
6) Group Merging Particle Swarm Optimization Algorithm for Rural Base Station DeploymentAuthor(s): D. Zhu, J. Shen, J. Hu, Z. Ouyang, G. Hu, C. Zhou, J. Zhang, S. ChengPages: 2829 – 2842
7) DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-Based Sentiment AnalysisAuthor(s): A. Lawan, J. Pu, H. Yunusa, A. Umar, M. Lawan, A. S. Yahaya, M. BasiPages: 2843 – 2855
8) Localized Obstacle Avoidance for Robots Based on Dynamic Movement Primitives With an External Force ModelAuthor(s): C. Qiu, D. Wang, Z. JuPages: 2856 – 2865
9) Multi-Stage Self-Distillation for Class-Imbalanced Anomaly DetectionAuthor(s): B. Yousefimehr, M. Ghatee, R. Razavi-FarPages: 2866 – 2875
10) Spatially Resolved Transcriptomics Data Clustering With Modality Conflict ModulationAuthor(s): Y. Xiao, Z. Li, X. Zheng, C. Tang, K. Sun, X. LiuPages: 2876 – 2886
11) Carbon Footprint Efficiency Ratio: A Unified Indicator for Green Evaluation of Evolutionary AlgorithmsAuthor(s): M. Yu, H. Yang, X. Wei, S. Fu, J. Xu, J. ZhangPages: 2887 – 2900
12) Prescribed-Time Bipartite Synchronization of Fuzzy Signed Networks via Fuzzy Reinforcement LearningAuthor(s): T. Dong, Y. LiPages: 2901 – 2909
13) Fuzzy Dynamic Hypergraph Neural Network Based on Fused GranuleAuthor(s): T. Yin, Y. Chen, J. Huang, H. Ju, W. Pedrycz, W. DingPages: 2910 – 2923
14) Unsupervised Regression for Graph-Free and Discrete ClusteringAuthor(s): Z. Ma, M. Liu, J. Wang, F. Nie, X. LiPages: 2924 – 2938
15) A Schema-Guided Constrained Multi-Objective Optimization Evolutionary Algorithm for Multiple Uncrewed Aerial Vehicle Path PlanningAuthor(s): C. Peng, G. Dong, S. Qiu, F. Gu, H. -L. LiuPages: 2939 – 2951
16) Adaptive Primal-Dual Proximal Policy Optimization Lagrange for Multiple USVs Autonomous Collision Avoidance Decision-Making StrategyAuthor(s): Z. Cui, W. Guan, S. Hao, S. Qu, X. ZhangPages: 2952 – 2967
17) FPF-SNNs: Floating-Point-Free Spiking Neural NetworksAuthor(s): H. Liu, C. Cai, K. Shi, W. Wei, J. Zhang, W. Chen, M. Zhang, Y. YangPages: 2968 – 2981
18) On-Site Precise Diagnosis of COVID-19 Using an Attention-Based PLS-1D-CNN Model With Biomolecular Infrared SignaturesAuthor(s): W. Zhang, Z. Tang, Y. Feng, X. Yu, Q. J. Wang, Z. LinPages: 2982 – 2997
19) Edge Filtering Attention Model With Depot-Neighbor Strategy for Multi-Depot Capacitated Arc Routing ProblemAuthor(s): Y. -H. Jia, Q. Zheng, Y. Wang, Q. Yang, W. -N. Chen, Z. LinPages: 2998 – 3012
20) DFLBN: A Dynamic Fuzzy Learnable Brain Network for Brain Age EstimationAuthor(s): W. Ding, J. Wang, T. Zhou, S. Jiang, P. Ping, J. YangPages: 3013 – 3027
21) Analysis of Bursting Oscillations in a TiO2-x Memristive Neuron CircuitAuthor(s): F. Yuan, S. Peng, Y. Deng, Y. Li, G. Wang, H. H. -C. IuPages: 3028 – 3037
22) Clustering Based Neural Combinatorial Optimization for Scanning Path Planning of Heterogeneous Multi-Agent SystemAuthor(s): B. Zhao, H. Shi, J. Feng, B. Qi, M. Huo, N. QiPages: 3038 – 3054
23) ODC-KAN: Ocular Disease Classification Using Kolmogorov-Arnold Networks From Fundus ImagesAuthor(s): Preity, A. K. Bhandari, S. ShahnawazuddinPages: 3055 – 3063
24) A Chunk-Wise Learning Evolving Autonomous Fuzzy System for Intelligent Data Stream PredictionAuthor(s): X. Gu, Q. Ni, Q. ShenPages: 3064 – 3078
25) Relevance-Guided Audio Visual Fusion for Video Saliency PredictionAuthor(s): L. Yu, X. Sun, P. Gao, M. GabboujPages: 3079 – 3091
26) Distributed Data-Driven Evolutionary Optimization With Surrogate Ensemble StrategiesAuthor(s): F. -F. Wei, Q. -Y. Zeng, J. Zhang, W. -N. ChenPages: 3092 – 3106
27) A Global-Local Data Clustering Framework With Adaptive Feature and Sample Weighting and Balanced ConstraintAuthor(s): Y. Peng, M. Jin, Y. Wang, Y. Chen, F. Qin, W. Kong, A. CichockiPages: 3107 – 3120
28) Feedback-Based Modal Mutual Search for Enhanced Adversarial Attacks on Vision-Language Pre-Training ModelsAuthor(s): R. Ding, X. Zhang, X. Yang, K. HePages: 3121 – 3134
29) Collaborative Filtering-Augmented Reinforcement Learning Framework for Few-Shot Inductive Learning on Temporal Knowledge GraphsAuthor(s): Z. Li, X. Li, C. Liang, Z. Zhang, J. Zhu, S. Zhang, Z. Zheng, B. HuPages: 3135 – 3148
30) Automatic Similarity Feature Combination for Knowledge Graph Alignment via Adaptive-Designed Particle Swarm Optimization With Genetic ProgrammingAuthor(s): X. Xue, S. M. Waqas, W. Liu, J. C. -W. LinPages: 3149 – 3165
31) DebriCLIP: Dual-Prior Guided Few-Shot Segmentation of Urban Pavement DebrisAuthor(s): X. Wang, L. Sun, S. Hu, Y. Yang, K. Hao, M. Gao, J. PuPages: 3166 – 3180
32) Game-Based Deductive Optimization for Spacecraft Avoidance of Detective Threat via HS-NSGA-IIAuthor(s): C. Qin, Y. Liu, J. Qiu, T. Wang, M. LiPages: 3181 – 3192
33) Enhancing Many-Objective Optimization via Objective Reduction and Balanced SearchAuthor(s): Y. Liu, S. Zhao, X. Wang, J. Zhang, E. LiPages: 3193 – 3206
34) A Federated Split Autoencoder for Privacy-Preserving Non-IID Graph LearningAuthor(s): K. Guo, K. Gao, Q. Huang, Y. Liang, Y. Jin, K. ChenPages: 3207 – 3220
35) An Enhanced Scale-Free Differential Evolution for Dendritic Neural Network TrainingAuthor(s): Y. Yu, T. Zhang, Z. Lei, Z. Wang, Y. Wang, B. Song, S. GaoPages: 3221 – 3232
36) A Spiking Neural Network Based Hough Transform Implementation for FPGAsAuthor(s): A. Yu, A. Ahmadi, L. MacEachernPages: 3233 – 3249
37) PFA-Net: Pyramidal Feature Aggregation Network for Real-Time Human Gait RecognitionAuthor(s): M. I. Junaid, S. AriPages: 3250 – 3260
38) Probabilistic Federated Learning on Uncertain and Heterogeneous Data With Model PersonalizationAuthor(s): R. Rahman, D. C. NguyenPages: 3261 – 3275
39) Unleashing the Potential of Large Language Models for Dynamic Multiobjective OptimizationAuthor(s): M. Jiang, H. Wu, Z. Wang, G. G. YenPages: 3276 – 3287
40) TransACO: Transformer-Guided Ant Colony Algorithm for Combinatorial OptimizationAuthor(s): B. Sun, P. Peng, G. Tan, Y. Song, Y. Tian, W. PedryczPages: 3288 – 3301