Contents

Improved Two-archive High-dimensional Multi-objective Evolutionary Algorithm Based on Information Sharing DING Wei-Chao, LI Jia-Ning, GU Chun-Hua, LIU Jia-Hao, DONG Wen-Bo Published March 06, 2026 (27 pages) 2026,37(3):1143-1169 [Abstract(684)]  [View PDF(736)3.43 M]

CoDefense: Defending Method Against Adversarial Attacks with Multi-granularity Code Normalization TIAN Zhao, KUANG Shi-Qi, YAN Ming, WANG Hai-Chi, CHEN Jun-Jie Published March 06, 2026 (27 pages) 2026,37(3):1170-1196 [Abstract(787)]  [View PDF(995)4.30 M]

Empirical Study of Memory Performance and Safety Issues of Golang Programs LI Qing-Wei, DING Bo-Yao, ZHANG Yu, CHEN Jin-Bao Published March 06, 2026 (28 pages) 2026,37(3):1197-1224 [Abstract(660)]  [View PDF(644)3.58 M]

Applications of JIT Compilation Technology in Databases with Pluggable Storage Engines YUAN Gong-Sheng, DU Chen-Lu, ZHU Yue-An, CHEN Yu-Xing, TANG Xiu, YAO Chang, CHEN Gang Published March 06, 2026 (15 pages) 2026,37(3):1225-1239 [Abstract(689)]  [View PDF(732)2.69 M]

General Model of Embedded Software IP XU Xiong, MA Xu, GAO Qiang, JI Ze-Kun, WANG Shu-Ling, ZHAN Bo-Hua, ZHAN Nai-Jun, LI Xiao-Feng, GU Bin, DONG Xiao-Gang, YANG Meng-Fei, LIU Yang, JI Zhen-Yan Published March 06, 2026 (24 pages) 2026,37(3):1240-1263 [Abstract(667)]  [View PDF(1642)4.76 M]

On-orbit Self-adaptive and Trustworthy Evolution Framework for Spacecraft Control Software LI Xiao-Feng, LUO Yi-Xing, WANG Lu-Qiao, DONG Xiao-Gang, LI Jian-Wen, GU Bin, DONG Yun-Wei, YANG Meng-Fei Published March 06, 2026 (26 pages) 2026,37(3):1264-1289 [Abstract(667)]  [View PDF(673)4.78 M]

Temporal-spatial Convolution and Adversarial Mutual Learning for Time Series Domain Adaptation SUN Jie, LI Shi-Chen, CHEN Zhong-Shan, WANG Xiao-Zheng, ZHENG Hao, CHEN Chang-Wei, CHANG He-You Published March 06, 2026 (17 pages) 2026,37(3):1340-1356 [Abstract(890)]  [View PDF(1141)3.99 M]

Efficient Federated Learning Framework with Block-wise Multi-output and Knowledge Self-distillation LIU Jian-Chun, LIANG Wen-Yi, XU Hong-Li, MA Qian-Piao, HUANG Liu-Sheng Published March 06, 2026 (17 pages) 2026,37(3):1357-1373 [Abstract(822)]  [View PDF(2068)2.96 M]

Drug Recommendation Method Based on Structured Sequence Modeling with Multi-source Information ZOU Xin, TANG Chang, LIU Xin-Wang, ZHENG Xiao, LIU Yuan-Yuan, AN Shan Published March 06, 2026 (19 pages) 2026,37(3):1374-1392 [Abstract(635)]  [View PDF(1010)3.24 M]

Efficient Searchable Attribute Encryption Scheme Supporting Dynamic Index Updates ZHANG Ming-Chuan, WAN Qian-Xue, LIU Mu-Hua, ZHU Jun-Long, WU Qing-Tao Published March 06, 2026 (20 pages) 2026,37(3):1393-1412 [Abstract(1001)]  [View PDF(1188)2.98 M]

Ethereum Ponzi Scheme Detection Model Combining TextCNN and Adversarial Training NING Xiao-Yong, GAO Rui-Jie, YE Chu-Han, LIU Yuan, WANG Xing-Wei, HUANG Min Published March 06, 2026 (14 pages) 2026,37(3):1413-1426 [Abstract(747)]  [View PDF(655)2.32 M]

Isolation Enhancement Mechanism for Container File System LI Zhi, XIA Shu-Ting, LI Sheng-Jie, LIU Wei-Jie, WANG Zhen-Chen, JIN Hai Published March 06, 2026 (20 pages) 2026,37(3):1427-1446 [Abstract(747)]  [View PDF(1875)3.57 M]

Special Issue's Articles

向量数据库及DB4LLM技术专题前言 高宏，李国良，张蓉 Published March 06, 2026 (2 pages) 2026,37(3):969-970 [Abstract(1373)]  [View PDF(732)404.16 K]

Review Articles

Survey on Key Techniques of Approximate Nearest Neighbor Search in Vector Databases SONG Zi-Wen, WANG Bin, ZHANG Xi-Rui, ZHAO Shi-Hao, YANG Xiao-Chun Published March 06, 2026 (37 pages) 2026,37(3):971-1005 [Abstract(2837)]  [View PDF(1456)3.57 M]

Special Issue's Articles

Efficient Updating Method for K-nearest Neighbor Graph in Vector Databases WANG Jia-Yi, XU Shi-Hui, LI Guo-Liang Published March 06, 2026 (15 pages) 2026,37(3):1006-1020 [Abstract(1572)]  [View PDF(1165)3.27 M]

GoVector: I/O-efficient Caching Strategy for High-dimensional Vector Nearest Neighbor Search ZHOU Yi-Jie, LIN Sheng-Yuan, GONG Shu-Feng, YU Song, FAN Shu-Hao, ZHANG Yan-Feng, YU Ge Published March 06, 2026 (17 pages) 2026,37(3):1021-1036 [Abstract(1730)]  [View PDF(1176)4.08 M]

GPU-accelerated Clustering Algorithm for High-dimensional Vectors LI Zhong-Gen, GONG Sheng-Hao, YU Hao-Ran, ZHU Yi-Fan, LIU Qing, GAO Yun-Jun Published March 06, 2026 (21 pages) 2026,37(3):1037-1057 [Abstract(1625)]  [View PDF(1254)4.57 M]

LSMDiskANN: Update-friendly Disk-resident Vector Index Framework QIU Hai-Lang, PENG Yu-Wei, PENG Zhi-Yong Published March 06, 2026 (28 pages) 2026,37(3):1058-1083 [Abstract(1617)]  [View PDF(1222)5.33 M]

Vector Index Recall Optimization for Batch Updates WANG Ke, HU Si-Jie, HU Hui-Qi, ZHAO Ming-Hao, WEI Xing, TU Yao-Feng, ZHOU Xuan Published March 06, 2026 (21 pages) 2026,37(3):1084-1103 [Abstract(1703)]  [View PDF(1024)2.44 M]

Weight Residual Vector Quantization: Vector Compression and Hierarchical Indexing Structure JIANG Yu-Xuan, YAO Jun-Jie, HOU Yu-Xuan Published March 06, 2026 (17 pages) 2026,37(3):1104-1120 [Abstract(1761)]  [View PDF(911)3.84 M]

Natural Language Query Transformation Method for Spatial Databases Based on Large Language Model LIU Meng-Yi, XU Jian-Qiu, TONG Yong-Xin Published March 06, 2026 (21 pages) 2026,37(3):1121-1142 [Abstract(2154)]  [View PDF(1281)2.59 M]

Review Articles

Survey on Driving Control Takeover Techniques in Human-machine Shared Driving Scenario ZHANG Cheng, ZHU Zhi-Liang, ZHANG Zi-Mo, ZHA Jin-Wu, FU Qing-Qing, FENG Hai-Bei, LI Qing-Kun, YUE Kang, MA Cui-Xia, WANG Hong-An Published March 06, 2026 (26 pages) 2026,37(3):1290-1315 [Abstract(1272)]  [View PDF(803)3.01 M]

Survey on Application of Retrieval-augmented Generation in Software Engineering ZHANG Quan-Jun, XIE Yang, FANG Chun-Rong, YU Sheng-Cheng, ZHAO Yuan, CHEN Zhen-Yu Published March 06, 2026 (24 pages) 2026,37(3):1316-1339 [Abstract(2712)]  [View PDF(1377)4.22 M]