Contents

Construction Mechanism and Technical Implementation of Blockchain-based Service Network SHAN Zhi-Guang, ZHANG Yan-Qiang, TAN Min, HE Yi-Fan Published May 06, 2023 (11 pages) 2023,34(5):2170-2180 [Abstract(1300)]  [View PDF(2784)7.11 M]

Watch out for Version Mismtaching and Data Leakage! A Case Study of Their Influence in Bug Report Based Bug Localization Models ZHOU Hui-Cong, GUO Zhao-Qiang, MEI Yuan-Qing, LI Yan-Hui, CHEN Lin, ZHOU Yu-Ming Published May 06, 2023 (22 pages) 2023,34(5):2196-2217 [Abstract(831)]  [View PDF(2456)9.20 M]

Research on Sentiment Analysis in Software Engineering CHEN Zhen-Peng, YAO Hui-Han, CAO Yan-Bin, LIU Xuan-Zhe, MEI Hong Published May 06, 2023 (13 pages) 2023,34(5):2218-2230 [Abstract(1525)]  [View PDF(3241)6.59 M]

Deep-SBFL: Spectrum-based Fault Localization Approach for Deep Neural Networks LI Zheng, CUI Zhan-Qi, CHEN Xiang, WANG Rong-Cun, LIU Jian-Bin, ZHENG Li-Wei Published May 06, 2023 (20 pages) 2023,34(5):2231-2250 [Abstract(1247)]  [View PDF(2991)8.89 M]

DeepRanger: Coverage-guided Deep Forest Testing Approach CUI Zhan-Qi, XIE Rui-Lin, CHEN Xiang, LIU Xiu-Lei, ZHENG Li-Wei Published May 06, 2023 (17 pages) 2023,34(5):2251-2267 [Abstract(711)]  [View PDF(2171)8.38 M]

Mutation Optimization of Directional Fuzzing for Cumulative Defects YANG Ke, HE Ye-Ping, MA Heng-Tai, DONG Ke, XIE Yi, CAI Chun-Fang Published May 06, 2023 (14 pages) 2023,34(5):2286-2299 [Abstract(719)]  [View PDF(1972)8.60 M]

Information Fusion Recommendation Approach Combining Attention CNN and GNN QIAN Zhong-Sheng, ZHAO Chang, YU Qing-Yuan, LI Duan-Ming Published May 06, 2023 (20 pages) 2023,34(5):2317-2336 [Abstract(2101)]  [View PDF(3055)6.71 M]

Self-paced Learning Method with Adaptive Mixture Weighting LI Hao, ZHAO Yue, GONG Mao-Guo, WU Yue, LIU Jie-Yi Published May 06, 2023 (13 pages) 2023,34(5):2337-2349 [Abstract(803)]  [View PDF(2742)6.98 M]

Multimodal and Multi-granularity Graph Convolutional Networks for Elderly Daily Activity Recognition DING Jing, SHU Xiang-Bo, HUANG Peng, YAO Ya-Zhou, SONG Yan Published May 06, 2023 (15 pages) 2023,34(5):2350-2364 [Abstract(1493)]  [View PDF(3628)7.38 M]

Theoretical Study on Multi-level Consistency Modeling in Distributed Databases SHUI Zhi-Yu, LU Wei, ZHAO Zhan-Hao, HE Yue-Yang, ZHANG Xiao, DU Xiao-Yong Published May 06, 2023 (21 pages) 2023,34(5):2392-2412 [Abstract(1134)]  [View PDF(2324)9.69 M]

High-dimensional Learned Index Based on Space Division and Dimension Reduction ZHANG Shao-Min, CAI Pan, LI Cui-Ping, CHEN Hong Published May 06, 2023 (14 pages) 2023,34(5):2413-2426 [Abstract(821)]  [View PDF(2678)6.15 M]

Fast Mining Algorithm of Frequent Itemset Based on Spark DING Jia-Man, LI Hai-Bin, DENG Bin, JIA Lian-Yin, YOU Jin-Guo Published May 06, 2023 (19 pages) 2023,34(5):2446-2464 [Abstract(897)]  [View PDF(2705)17.79 M]

Verifiable Attribute-based Timed Signatures and Its Applications HOU Hui-Ying, NING Jian-Ting, HUANG Xin-Yi, ZHAO Yun-Lei Published May 06, 2023 (17 pages) 2023,34(5):2465-2481 [Abstract(1138)]  [View PDF(2752)7.14 M]

Password Hardening Encryption Services Against Malicious Server ZHAO Yi, LIU Hang, LIANG Kaitai, MING Yang, ZHAO Xiang-Mo, YANG Bo Published May 06, 2023 (12 pages) 2023,34(5):2482-2493 [Abstract(897)]  [View PDF(2262)9.00 M]

Unified Image Aesthetic and Emotional Prediction Based on Deep Multi-task Learning SHEN Zhen, CUI Chao-Ran, DONG Gui-Xin, YU Jun, HUANG Jin, YIN Yi-Long Published May 06, 2023 (13 pages) 2023,34(5):2494-2506 [Abstract(854)]  [View PDF(2204)9.13 M]

Special Issue's Articles

融合预训练技术的多模态学习研究专题前言 宋雪萌，聂礼强，申恒涛，田奇，黄华 Published May 06, 2023 (3 pages) 2023,34(5):1997-1999 [Abstract(1248)]  [View PDF(3045)862.28 K]

Review Articles

Survey on Vision-language Pre-training YIN Jiong, ZHANG Zhe-Dong, GAO Yu-Han, YANG Zhi-Wen, LI Liang, XIAO Mang, SUN Yao-Qi, YAN Cheng-Gang Published May 06, 2023 (23 pages) 2023,34(5):2000-2023 [Abstract(2960)]  [View PDF(6260)10.38 M]

Special Issue's Articles

Multimodal Pre-training Method for Vision-language Understanding and Generation LIU Tian-Yi, WU Zu-Xuan, CHEN Jing-Jing, JIANG Yu-Gang Published May 06, 2023 (11 pages) 2023,34(5):2024-2034 [Abstract(1829)]  [View PDF(4819)6.91 M]

Text-based Person Search via Virtual Attribute Learning WANG Cheng-Ji, SU Jia-Wei, LUO Zhi-Ming, CAO Dong-Lin, LIN Yao-Jin, LI Shao-Zi Published May 06, 2023 (15 pages) 2023,34(5):2035-2050 [Abstract(1552)]  [View PDF(4145)15.99 M]

Pre-training-driven Multimodal Boundary-aware Vision Transformer SHI Ze-Nan, CHEN Hai-Peng, ZHANG Dong, SHEN Xuan-Jing Published May 06, 2023 (17 pages) 2023,34(5):2051-2067 [Abstract(1569)]  [View PDF(4581)9.96 M]

Multimodal-guided Local Feature Selection for Few-shot Learning Lü Tian-Gen, HONG Ri-Chang, HE Jun, HU She-Jiao Published May 06, 2023 (15 pages) 2023,34(5):2068-2082 [Abstract(1870)]  [View PDF(4503)5.85 M]

Self-supervised Graph Contrastive Learning for Video Question Answering YAO Xuan, GAO Jun-Yu, XU Chang-Sheng Published May 06, 2023 (18 pages) 2023,34(5):2083-2100 [Abstract(1460)]  [View PDF(4333)6.36 M]

Text-to-Chinese-painting Method Based on Multi-domain VQGAN SUN Ze-Long, YANG Guo-Xing, WEN Jing-Yuan, FEI Nan-Yi, LU Zhi-Wu, WEN Ji-Rong Published May 06, 2023 (18 pages) 2023,34(5):2116-2133 [Abstract(1182)]  [View PDF(4670)16.68 M]

Research on Dual-adversarial MR Image Fusion Network Using Pre-trained Model for Feature Extraction LIU Hui, LI Shan-Shan, GAO Shan-Shan, DENG Kai, XU Gang, ZHANG Cai-Ming Published May 06, 2023 (18 pages) 2023,34(5):2134-2151 [Abstract(1088)]  [View PDF(3634)12.09 M]

End-to-end Image Captioning via Visual Region Aggregation and Dual-level Collaboration SONG Jing-Kuan, ZENG Peng-Peng, GU Jia-Yang, ZHU Jin-Kuan, GAO Lian-Li Published May 06, 2023 (17 pages) 2023,34(5):2152-2169 [Abstract(1069)]  [View PDF(3968)4.77 M]

Contents

COMPSPEN: Separation Logic Solver for Integrated Reasoning about Shape Properties and Data Constraints SU Wan-Yun, GAO Chong, GU Xin-Cai, WU Zhi-Lin Published May 06, 2023 (17 pages) 2023,34(5):2181-2195 [Abstract(1018)]  [View PDF(2807)6.42 M]

Text-oriented Construction for CPS Resource Capability Knowledge Graph LI Zheng-Jie, SHEN Li-Wei, LI Yi, PENG Xin Published May 06, 2023 (18 pages) 2023,34(5):2268-2285 [Abstract(1442)]  [View PDF(3652)6.70 M]

Review Articles

Explainable Reinforcement Learning: Basic Problems Exploration and Method Survey LIU Xiao, LIU Shu-Yang, ZHUANG Yun-Kai, GAO Yang Published May 06, 2023 (17 pages) 2023,34(5):2300-2316 [Abstract(5749)]  [View PDF(8611)5.93 M]

Survey on Data Integration Technologies for Relational Data and Knowledge Graph GAO Yun-Jun, GE Cong-Cong, GUO Yu-Xiang, CHEN Lu Published May 06, 2023 (27 pages) 2023,34(5):2365-2391 [Abstract(2170)]  [View PDF(5907)7.38 M]

Contents

Elsa: Coordination-free Distributed KVS for Cross-region Architecture CUI Yu-Long, FU Guo, ZHANG Yan-Feng, YU Ge Published May 06, 2023 (19 pages) 2023,34(5):2427-2445 [Abstract(1097)]  [View PDF(3558)6.89 M]