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2026 Vol.39 Issue.3, Published 25 March 2026 Papers and Reports    Researches and Applications        Papers and Reports 193 Attribute Reduction and Optimal Scale Combination Selection Based on Variable Precision Entropy in Multi-scale Decision Systems GUO Ruili, ZHANG Qinghua, YANG Ying, CHENG Yunlong, ZHONG Hang 2026 Vol. 39 (3): 193-207 [Abstract] ( 65 ) [HTML 1KB] [ PDF 1018KB] ( 61 ) 208 PFEG:Personality-Fused Empathetic Response Generation WANG Hongjie, YIN Aiying, YE Chenglong, WU Yunbing 2026 Vol. 39 (3): 208-224 [Abstract] ( 61 ) [HTML 1KB] [ PDF 1014KB] ( 40 ) 225 Multi-level Global-Aware Model for Few-Shot 3D Point Cloud Semantic Segmentation YAN Weishu, YUAN Jian, YANG Mingrui, XU Jiahui 2026 Vol. 39 (3): 225-238 [Abstract] ( 52 ) [HTML 1KB] [ PDF 956KB] ( 43 ) Researches and Applications 239 Fine-Grained Direct Preference Alignment Framework for Generative Visual Perception XIE Tao, YUAN Yuxuan, ZUO Wangmeng, LI Ruifeng, ZHAO Lijun 2026 Vol. 39 (3): 239-249 [Abstract] ( 37 ) [HTML 1KB] [ PDF 1427KB] ( 39 ) 250 Feature Selection for Label Distribution Learning Based on Fuzzy Neighborhood Rough Set and Feature Interaction DENG Dayong, XU Jie, DENG Zhixuan, ZHENG Zhonglong, LI Tianrui 2026 Vol. 39 (3): 250-260 [Abstract] ( 37 ) [HTML 1KB] [ PDF 766KB] ( 39 ) 261 Cross-Domain Object Detection Integrating Heterogeneous Attention and Topological Knowledge Diffusion ZHANG Huili, SU Ruqi, ZHU Songhao, LIANG Zhiwei 2026 Vol. 39 (3): 261-277 [Abstract] ( 40 ) [HTML 1KB] [ PDF 8797KB] ( 76 ) 278 Synergistic Semantic and Geometric Enhancement Based Affordance Learning Network YANG Zecun, ZHAO Jiyuan, ZHAO Yuchen, LI Zhonghao, ZHUO Pengtao 2026 Vol. 39 (3): 278-288 [Abstract] ( 42 ) [HTML 1KB] [ PDF 2277KB] ( 57 )

Supervised by China Association for Science and Technology Sponsored by Chinese Association of Automation NationalResearchCenter for Intelligent Computing System Institute of Intelligent Machines, Chinese Academy of Sciences Published by Science Press

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