Complex & Intelligent Systems, Volume 11, Issue 3, March 2025

1) Cl2sum: abstractive summarization via contrastive prompt constructed by LLMs hallucination

Author(s): Xiang Huang, Qiong Nong, Xuan Zhang

2) Chaos-enhanced metaheuristics: classification, comparison, and convergence analysis

Author(s): Abdelhadi Limane, Farouq Zitouni, Ali Wagdy Mohamed

3) A novel three-way distance-based fuzzy large margin distribution machine for imbalance classification

Author(s): Li Liu, Jinrui Guo, Guojun Huang

4) Control strategy of robotic manipulator based on multi-task reinforcement learning

Author(s): Tao Wang, Ziming Ruan, Chong Chen

5) Tailored meta-learning for dual trajectory transformer: advancing generalized trajectory prediction

Author(s): Feilong Huang, Zide Fan, Keqing Zhu

6) Explainable and secure framework for autism prediction using multimodal eye tracking and kinematic data

Author(s): Ahmad Almadhor, Areej Alasiry, Sidra Abbas

7) Incremental data modeling based on neural ordinary differential equations

Author(s): Zhang Chen, Hanlin Bian, Wei Zhu

8) Sequence-to-point learning based on spatio-temporal attention fusion network for non-intrusive load monitoring

Author(s): Shiqing Zhang, Youyao Fu, Jun Yu

9) Swin-Diff: a single defocus image deblurring network based on diffusion model

Author(s): Hanyan Liang, Shuyao Chai, Jiangming Kan

10) HFA-Net: hierarchical feature aggregation network for micro-expression recognition

Author(s): Meng Zhang, Wenzhong Yang, Danny Chen

11) Research on morphological knowledge-guided low-resource agglutinative languages-Chinese translation

Author(s): Gulinigeer Abudouwaili, Sirajahmat Ruzmamat, Aishan Wumaier

12) Manet: motion-aware network for video action recognition

Author(s): Xiaoyang Li, Wenzhu Yang, Chen Zhang