Page 5 - 《软件学报》2024年第4期

Journal of Software Vol.35, No.4 Apr. 2024

Contents

SPECIAL TOPIC ON RESEARCH AND APPLICATION OF GREEN AND LOW CARBON MACHINE LEARNING
1585 Preface
FENG Ju-Fu, YU Yang, LIU Qi
1587 Diverse and Authentic Task Generation Method for Robust Few-shot Classification
LIU Xin, JING Li-Ping, YU Jian
1601 Pre-training Method for Enhanced Code Representation Based on Multimodal Contrastive Learning
YANG Hong-Yu, MA Jian-Hui, HOU Min, SHEN Shuang-Hong, CHEN En-Hong
1618 Survey of Meta-reinforcement Learning Research
CHEN Yi-Yu, HUO Jing, DING Tian-Yu, GAO Yang
1651 Local Consistent Active Learning for Source Free Open-set Domian Adaptation
WANG Fan, HAN Zhong-Yi, SU Wan, YIN Yi-Long
1667 Towards Robust Test-time Adaptation Method for Open-set Recognition
ZHOU Zhi, ZHANG Ding-Chu, LI Yu-Feng, ZHANG Min-Ling
1682 Survey on Neural Architecture Search for Brain Data Analysis
LI Qing, WANG Qi-Xin, LI Zi-Yu, ZHU Zhi-Yuan, ZHANG Shi-Hao, MOU Hao-Nan, YANG Wen-Ting, WU Xia
1703 Adaptive Weight-induced Multi-source Partial Domain Adaptation
TIAN Qing, SUN Can-Yu, CHU Yi
1717 Grouping Parallel Lightweight Real-time Microscopic 3D Shape Reconstruction Method
YAN Tao, GAO Hao-Xuan, ZHANG Jiang-Feng, QIAN Yu-Hua, ZHANG Lin-Yuan
1732 Green Derivative-free Optimization Method with Dynamic Batch Evaluation
QIAN Hong, SHU Xiang, SUN Tian-Xiang, QIU Xi-Peng, ZHOU Ai-Min
1751 Multi-view Fused Spatial-temporal Dynamic GCN for Urban Traffic Flow Prediction
ZHAO Wen-Zhu, YUAN Guan, ZHANG Yan-Mei, QIAO Shao-Jie, WANG Sen-Zhang, ZHANG Lei
1774 Personalized Public Safety Event Detection Based on Reinforcement Federated GNN
GUAN Ze-Li, DU Jun-Ping, XUE Zhe, WANG Pei-Wen, PAN Zhen-Hui, WANG Xiao-Yang

SYSTEM SOFTWARE AND SOFTWARE ENGINEERING

1790 Domain Topic Hierarchy Model for Topic Aspect Sharing
WAN Chang-Xuan, ZHANG Yi-Tao, LIU De-Xi, LIU Xi-Ping, LIAO Guo-Qiong, WAN Qi-Zhi
1819 Dynamic Incremental Graph Partitioning Algorithm Based on Vertex Group Redistribution
LI He, LIU Yan-Na, YANG Shu-Qi, HUANG Jian-Bin, QIAO Shao-Jie
1841 Fine-grained Defect Localization Based on Pointer Neural Network
WANG Shang-Wen, LIU Kui, LIN Bo, LI Li, Jacques KLEIN, Tegawendé François BISSYANDÉ,
MAO Xiao-Guang
PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

1861 Trap-type Ensemble Adversarial Defense Network Based on Attackable Space Hypothesis
SUN Jia-Ze, WEN Su-Lei, ZHENG Wei, CHEN Xiang
1885 Heterogeneous Graph Network with Window Mechanism for Spoken Language Understanding
ZHANG Qi-Chen, WANG Shuai, LI Jing-Mei