Contents

Heterogeneous Defect Prediction Based on Simultaneous Semantic Alignment LI Wei-Wei, CHEN Xiang, ZHANG Heng-Wei, HUANG Zhi-Qiu, JIA Xiu-Yi Published June 06, 2023 (21 pages) 2023,34(6):2669-2689 [Abstract(1030)]  [View PDF(2521)8.02 M]

Crowdsourcing Software Development Oriented Fault Localization LI Le-Ping, ZHANG Yu-Xia, LIU Hui Published June 06, 2023 (18 pages) 2023,34(6):2690-2707 [Abstract(679)]  [View PDF(2056)5.92 M]

Test Case Prioritization Technique in Continuous Integration Based on Reinforcement Learning ZHAO Yi-Fan, HAO Dan Published June 06, 2023 (19 pages) 2023,34(6):2708-2726 [Abstract(831)]  [View PDF(2610)6.11 M]

TWE-NMF Topic Model-based Approach for Mashup Service Clustering LU Jia-Wei, ZHAO Wei, ZHANG Yuan-Ming, LIANG Qian-Hui, XIAO Gang Published June 06, 2023 (22 pages) 2023,34(6):2727-2748 [Abstract(597)]  [View PDF(2228)12.19 M]

Network Representation Learning Model Integrating Accompanying Information DU Hang-Yuan, WANG Wen-Jian, BAI Liang Published June 06, 2023 (16 pages) 2023,34(6):2749-2764 [Abstract(655)]  [View PDF(2375)5.38 M]

Learnable Weighting Mechanism in Model-based Reinforcement Learning HUANG Wen-Zhen, YIN Qi-Yue, ZHANG Jun-Ge, HUANG Kai-Qi Published June 06, 2023 (11 pages) 2023,34(6):2765-2775 [Abstract(672)]  [View PDF(2697)6.55 M]

Leveraging Spatial-semantic Information in Object Detection and Segmentation GUO Qi-Zhou, YUAN Chun Published June 06, 2023 (13 pages) 2023,34(6):2776-2788 [Abstract(982)]  [View PDF(2857)5.91 M]

Double Layer Index for Continuous k-nearest Neighbor Queries on Moving Objects HAN Shi-Yuan, HE Qing, YU Zi-Qiang, TONG Xiang-Rong, ZHENG Bo-Long Published June 06, 2023 (15 pages) 2023,34(6):2789-2803 [Abstract(1050)]  [View PDF(2766)10.97 M]

Multi-stage Method for Online Vertical Data Partitioning Based on Spectral Clustering LIU Peng-Ju, LI Hao-Yang, WANG Tian-Yi, LIU Huan, SUN Lu-Ming, REN Yi-Fei, LI Cui-Ping, CHEN Hong Published June 06, 2023 (29 pages) 2023,34(6):2804-2832 [Abstract(621)]  [View PDF(2333)15.65 M]

Adaptive Detection Path Configuration for In-band Network Telemetry in SDN Based on Graph Segmentation YUAN Peng-Yi, WANG Miao, WANG Ling-Hao, ZHANG Yu-Jun, ZHOU Ji-Hua Published June 06, 2023 (13 pages) 2023,34(6):2865-2877 [Abstract(747)]  [View PDF(2372)7.67 M]

Layered Quantum Key Distribution Protocol with a Small Number of Participants YAN Chen-Hong, LI Zhi-Hui, LIU Lu, HAN Zhao-Wei Published June 06, 2023 (14 pages) 2023,34(6):2878-2891 [Abstract(489)]  [View PDF(1982)7.67 M]

Subversion Attack and Improvement of ECDSA Signature Scheme YAN Du-Li, YU Yong, LI Yan-Nan, LI Hui-Lin, ZHAO Yan-Qi, TIAN Ai-Kui Published June 06, 2023 (14 pages) 2023,34(6):2892-2905 [Abstract(989)]  [View PDF(2541)9.36 M]

Grid Dividing for Single-stage Instance Segmentation WANG Wen-Hai, LI Zhi-Qi, LU Tong Published June 06, 2023 (16 pages) 2023,34(6):2906-2921 [Abstract(676)]  [View PDF(2176)6.82 M]

Semantic Relationships Guided Facial Action Unit Analysis LI Guan-Bin, ZHANG Rui-Fei, ZHU Xin, LIN Liang Published June 06, 2023 (20 pages) 2023,34(6):2922-2941 [Abstract(679)]  [View PDF(2210)12.03 M]

Two-scale Real Image Blind Denoising with Self-supervised Constraints WANG Di, PAN Jin-Shan, TANG Jin-Hui Published June 06, 2023 (17 pages) 2023,34(6):2942-2958 [Abstract(677)]  [View PDF(2371)7.91 M]

Research on Trusted Startup of Virtual Machine Based on Non-interference Theory HUANG Hao-Xiang, ZHANG Jian-Biao, YUAN Yi-Lin, WANG Xiao Published June 06, 2023 (20 pages) 2023,34(6):2959-2978 [Abstract(543)]  [View PDF(2377)7.64 M]

Special Issue's Articles

Preface XIANG Jian-Wen, ZHENG Zheng, SHEN Wen-Bo, CHANG Rui, TIAN Cong Published June 06, 2023 (2 pages) 2023,34(6):2507-2508 [Abstract(1227)]  [View PDF(3583)595.15 K]

GKCI: An Improved GNN-based Key Class Identification Method ZHOU Chun-Ying, ZENG Cheng, HE Peng, ZHANG Yan Published June 06, 2023 (16 pages) 2023,34(6):2509-2525 [Abstract(1441)]  [View PDF(3607)1.34 M]

Obfuscation-resilient Android Malware Detection Based on Graph Convolutional Networks WU Yue-Ming, QI Meng, ZOU De-Qing, JIN Hai Published June 06, 2023 (18 pages) 2023,34(6):2526-2542 [Abstract(1545)]  [View PDF(4234)1.97 M]

Slice-level Vulnerability Detection and Interpretation Method Based on Graph Neural Network HU Yu-Tao, WANG Su-Yuan, WU Yue-Ming, ZOU De-Qing, LI Wen-Ke, JIN Hai Published June 06, 2023 (18 pages) 2023,34(6):2543-2561 [Abstract(2500)]  [View PDF(4231)2.13 M]

Evolutionary Coupling Analysis Method of Software Entity Based on Episode Mining ZHANG Xin-Yu, JIN Wu-Xia, LIU Jing-Wen, FAN Ming, LIU Ting Published June 06, 2023 (23 pages) 2023,34(6):2562-2585 [Abstract(989)]  [View PDF(2999)2.71 M]

Verification of Steering Angle Safety for Self-driving Cars Using Convex Optimization WU Hui-Hui, ZHANG Ya-Nan, HOU Gang, WATANABE Masahiko, WANG Jie, KONG Wei-Qiang Published June 06, 2023 (21 pages) 2023,34(6):2586-2605 [Abstract(1071)]  [View PDF(2813)2.32 M]

Review Articles

Review on Exception Analysis Methods for Software Supply Chain GE Li-Li, SHUAI Dong-Xin, XIE Jin-Yan, ZHANG Ying-Zhou, XUE Yu-Chuan, YANG Jia-Yi, MI Jie, LU Yue Published June 06, 2023 (23 pages) 2023,34(6):2606-2627 [Abstract(1652)]  [View PDF(3863)2.34 M]

Special Issue's Articles

Software Supply Chain Analysis Techniques for Java Ecosystem MAO Tian-Yu, WANG Xing-Yu, CHANG Rui, SHEN Wen-Bo, REN Kui Published June 06, 2023 (13 pages) 2023,34(6):2628-2640 [Abstract(1594)]  [View PDF(3430)1.64 M]

Attack Detection Method Based on Indicator-dependent Model Construction and Monitoring WANG Li-Min, BU Lei, MA Le-Zhi, YU Xiao-Feng, SHEN Ning-Guo Published June 06, 2023 (30 pages) 2023,34(6):2641-2668 [Abstract(990)]  [View PDF(3742)2.89 M]

Review Articles

Survey on Security and Privacy of Federated Learning Models GU Yu-Hao, BAI Yue-Bin Published June 06, 2023 (32 pages) 2023,34(6):2833-2864 [Abstract(3235)]  [View PDF(8864)5.60 M]