@article{clueaegisheuristictoreasoningcognitivesk, title = {ClueAegis: Heuristic-to-Reasoning Cognitive-skill Learning for Unified Evidence-based Synthetic Image Detection}, author = {Huangsen Cao and Hongkang Chu and Yuxi Li and Ying Zhang and Chen Li and Jing Lyu and Yongwei Wang and Yu Zhao and Fei Wu}, year = {2026}, eprint = {2605.25009}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.25009}, }