Computational Intelligence: Complex & Intelligent Systems, Volume 12, Issue 4, April 2026

1) AI-native cloud-edge orchestration for 6G metaverse networks: an LLM-guided multi-agent DRL approach

Author(s): Daniel Ayepah-Mensah, Amine Kidane Ghebreziabiher, Jamal Bentahar

2) RAMAR: retrieval-augmented multi-agent reasoning for zero-shot sarcasm detection

Author(s): Congyin Hu, Shuang Cao, Fengjiao Jiang

3) An improved large neighborhood search algorithm for solving dynamic pickup and delivery problems

Author(s): Qingxia Shang, Yuanji Ming, Liang Feng

4) Efficient person re-identification via progressive filter pruning and body part-aware feature learning

Author(s): Anusha Jayasimhan, A. Vijaya Lakshmi, Thompson Stephan

5) SCPM: monocular 3D object detection with spatiotemporal consistent pseudo-labels module

Author(s): Yujing Wang, Abdul Hadi Abd Rahman, Fadilla Atyka Nor Rashid

6) A synergistic engine paradigm for real-time, context-aware decision-making: integrating declarative processes and event streams

Author(s): Leo Poss, Stefan Schönig

7) An unsupervised subdomain adaptation framework with self-attention and margin-aware weighting for gear fault diagnosis

Author(s): Chuanying Li, Qing Gong, Zhuoyu Yu

8) A multi agent collaborative framework for style guided knowledge reorganization of scientific source texts

Author(s): Yao Zheng, Lei Guo, Ge Zhu

9) Dagnet: dual-axis attention and grouped normalization for enhanced CLIP-based weakly supervised semantic segmentation

Author(s): Xiaoyan Shao, Xiaoming Bai, Zhenhao Zhao

10) Privacy-adaptive end-to-end federated learning framework with self-learning differential privacy and personalized optimization for secure healthcare intelligence

Author(s): K. M. Kirupa Shankar, V. Santhi

11) FATSNet: transformer-based skip network with frequency attention for remote sensing image super-resolution

Author(s): Yan Huo, Shuang Gang, Xiaoxue Sun

12) Ghost-free high dynamic range imaging under degradation with PINet

Author(s): Zhou Gong, Weiyu Zhou

13) Causality-driven multi-stage physics-informed neural networks for high-fidelity simulation of key variable fields in industrial reactors

Author(s): Xiaoxue Liang, Kuangrong Hao, He Ding

14) TR_Unet: a residual-enhanced U-Net for robust tongue image segmentation in complex conditions

Author(s): Dongsheng Ji, Penghao Chao, Wenhao Fan

15) ReGAIN: a reinforcement-enhanced generative AI framework for intelligent intrusion detection in IoT networks

Author(s): Aymin Javed, Nadeem Javaid, Jin-Ghoo Choi

16) Deep learning aided intelligent signal recognition for backscatter based metamaterial passive Internet of Things system

Author(s): Tianyuan Nie, Wenhao Zheng, Pei Xiao

17) PoseRWGCN: an attention-free dual-stream RWKV–GCN architecture for real-time 3D human pose estimation

Author(s): Lintao Song, Dezheng Cao, Xinye Ni

18) CALENDAR+: in-context contrastive learning for temporal knowledge graph reasoning

Author(s): Xingyi Li, Jiapeng Wang, Sen Su

19) ET-KAN: an energy-based transformer model with Kolmogorov–Arnold network for image reconstruction

Author(s): Chiara Marullo, Giuseppe Buonaiuto, Massimo Esposito

Computational Intelligence

Thursday, April 16, 2026

Complex & Intelligent Systems, Volume 12, Issue 4, April 2026

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