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栏目
Editorial
Tieniu Tan
2025, 22(1): 1-1. DOI: 10.1007/s11633-024-1540-2
摘要 PDF
Key Technologies for Machine Vision for Picking Robots: Review and Benchmarking
Xu Xiao, Yiming Jiang, Yaonan Wang
2025, 22(1): 2-16. DOI: 10.1007/s11633-024-1517-1
摘要 PDF
Counterfactual Learning on Graphs: A Survey
Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal, Hui Liu, Suhang Wang
2025, 22(1): 17-59. DOI: 10.1007/s11633-024-1519-z
摘要 PDF
A Comprehensive Survey of Few-shot Information Networks
Xinxin Zheng, Feihu Che, Jianhua Tao
2025, 22(1): 60-78. DOI: 10.1007/s11633-023-1470-4
摘要 PDF
Target Search and Navigation in Heterogeneous Robot Systems with Deep Reinforcement Learning
Yun Chen, Jiaping Xiao
2025, 22(1): 79-90. DOI: 10.1007/s11633-024-1512-6
摘要 PDF
Unveiling the Hidden Interactions Among Features: A Heterogeneous Graph Approach for Personality Prediction
Yuxuan Song, Yilin Wu, Qiudan Li, Liping Chen, Daniel Zeng
2025, 22(1): 91-100. DOI: 10.1007/s11633-024-1495-3
摘要 PDF
Edge-aware Feature Aggregation Network for Polyp Segmentation
Tao Zhou, Yizhe Zhang, Geng Chen, Yi Zhou, Ye Wu, Deng-Ping Fan
2025, 22(1): 101-116. DOI: 10.1007/s11633-023-1479-8
摘要 PDF
End-to-end Identification of Autoregressive with Exogenous Input (ARX) Models Using Neural Networks
Aoxiang Dong, Andrew Starr, Yifan Zhao
2025, 22(1): 117-130. DOI: 10.1007/s11633-024-1523-3
摘要 PDF
Improving Multi-task GNNs for Molecular Property Prediction via Missing Label Imputation
Fenyu Hu, Dingshuo Chen, Qiang Liu, Shu Wu
2025, 22(1): 131-144. DOI: 10.1007/s11633-023-1443-7
摘要 PDF
General Automatic Solution Generation for Social Problems
Tong Niu, Haoyu Huang, Yu Du, Weihao Zhang, Luping Shi, Rong Zhao
2025, 22(1): 145-159. DOI: 10.1007/s11633-024-1496-2
摘要 PDF
Prioritization Hindsight Experience Based on Spatial Position Attention for Robots
Ye Yuan, Yu Sha, Feixiang Sun, Haofan Lu, Shuiping Gou, Jie Luo
2025, 22(1): 160-175. DOI: 10.1007/s11633-023-1467-z
摘要 PDF
Neural Network Based on Inter-layer Perturbation Strategy for Text Classification
Nai Zhou, Nianmin Yao, Qibin Li
2025, 22(1): 176-188. DOI: 10.1007/s11633-024-1490-8
摘要 PDF
Adaptive VDI Session Placement via User Logoff Prediction
Wenping Fan, Puhui Meng, Yu Tian, Min-Ling Zhang, Yao Zhang
2025, 22(1): 189-200. DOI: 10.1007/s11633-023-1468-y
摘要 PDF