Contents

Model-checking Problem on Well-structured Graph Classes LIU Guo-Hang, CHEN Yi-Jia Published March 06, 2025 (24 pages) 2025,36(3):1107-1130 [Abstract(868)]  [View PDF(2591)5.76 M]

Automated Software Vulnerability Repair Based on Chain-of-thought LIN Bo, WANG Shang-Wen, MAO Xiao-Guang Published March 06, 2025 (21 pages) 2025,36(3):1131-1151 [Abstract(2397)]  [View PDF(4703)6.32 M]

Multi-granulation Incremental Feature Selection Algorithm for Dynamic Hybrid Data WANG Feng, YAO Zhen, LIANG Ji-Ye Published March 06, 2025 (16 pages) 2025,36(3):1186-1201 [Abstract(976)]  [View PDF(3115)4.61 M]

Graph Convolutional Collaborative Filtering Recommendation Algorithm Based on Rényi Differential Privacy WANG Kun, WANG Yong, LIU Jin-Yuan, DENG Jiang-Zhou Published March 06, 2025 (16 pages) 2025,36(3):1202-1217 [Abstract(1506)]  [View PDF(2107)2.40 M]

Bidirectional Imitation Distillation for Efficient Incremental Pre-training of E-commerce Social Knowledge Graph ZHU Yu-Shan, ZHANG Wen, WANG Xiao-Ke, LI Zhi-Yu, CHEN Ming-Yang, YAO Zhen, CHEN Hui, CHEN Hua-Jun Published March 06, 2025 (22 pages) 2025,36(3):1218-1239 [Abstract(1109)]  [View PDF(3437)10.60 M]

Cross-language Bilayer Knowledge Graph with Large-scale Medical Facts WANG Chu-Tong, LI Ming-Da, SUN Meng-Xuan, WANG Jing, YANG Xue-Bing, NIU Jing-Hao, HE Zhi-Yang, ZHANG Wen-Sheng Published March 06, 2025 (14 pages) 2025,36(3):1240-1253 [Abstract(2258)]  [View PDF(4626)8.22 M]

Multi-view Attributed Graph Clustering Based on Shared and Specific Representation CAO Fu-Yuan, CHEN Xiao-Hui Published March 06, 2025 (14 pages) 2025,36(3):1254-1267 [Abstract(1048)]  [View PDF(3129)5.72 M]

Keyword-based Multi-cloud Auditing with Fault Localization and Data Recovery XUE Jing-Ting, LUO Shu-Qin, ZHANG Wen-Zheng, LI Fa-Gen, ZHOU Yu, ZHANG Xiao-Jun Published March 06, 2025 (21 pages) 2025,36(3):1268-1288 [Abstract(1034)]  [View PDF(2659)4.35 M]

Privacy-preserving Online Auction Method of Digital Collection with SM2 SHAO Kuan, ZHANG Zhen-Yong, YANG Ke-Di, ZHU Jun-Yan, WANG Xin, TIAN You-Liang, MA Jian-Feng Published March 06, 2025 (15 pages) 2025,36(3):1289-1303 [Abstract(1045)]  [View PDF(4702)2.25 M]

Metric System and Its Completeness of Adversarial Robustness Evaluation SHI Yu-Cheng, HAN Ya-Hong Published March 06, 2025 (23 pages) 2025,36(3):1304-1326 [Abstract(1449)]  [View PDF(3694)5.24 M]

ChannelLink: Cross-shard State Transition Protocol Based on Off-chain State Channel JIA Lin-Peng, SUN Yi Published March 06, 2025 (28 pages) 2025,36(3):1327-1354 [Abstract(1553)]  [View PDF(4389)7.52 M]

Feature Map Poisoning Attack and Dual Defense Mechanism for Federated Prototype Learning WANG Rui-Jin, WANG Jin-Bo, ZHANG Feng-Li, LI Jing-Wei, LI Zeng-Peng, CHEN Ting Published March 06, 2025 (20 pages) 2025,36(3):1355-1374 [Abstract(1780)]  [View PDF(2724)8.77 M]

GT-4S: Graph Transformer for Scene Sketch Semantic Segmentation ZHANG Zheng-Ming, GUO Yan, MA Cui-Xia, DENG Xiao-Ming, WANG Hong-An Published March 06, 2025 (15 pages) 2025,36(3):1375-1389 [Abstract(1768)]  [View PDF(3027)4.06 M]

Review Articles

Research Progress on Blockchain Sharding Technology TANG Hai-Bo, ZHANG Huan, ZHANG Zhao, JIN Che-Qing, ZHOU Ao-Ying Published March 06, 2025 (25 pages) 2025,36(3):1040-1064 [Abstract(3845)]  [View PDF(4759)9.06 M]

Survey on Hallucinations in Large Language Models LIU Ze-Yuan, WANG Peng-Jiang, SONG Xiao-Bin, ZHANG Xin, JIANG Ben-Ben Published March 06, 2025 (34 pages) 2025,36(3):1152-1185 [Abstract(8784)]  [View PDF(5356)8.91 M]

Image Data Augmentation for Deep Learning: A Survey YANG Suo-Rong, YANG Hong-Chao, SHEN Fu-Rao, ZHAO Jian Published March 06, 2025 (23 pages) 2025,36(3):1390-1412 [Abstract(3897)]  [View PDF(3425)8.90 M]

Special Issue's Articles

云原生数据库技术与系统专题前言 杜小勇，杨晓春，祝园园 Published March 06, 2025 (2 pages) 2025,36(3):939-940 [Abstract(1516)]  [View PDF(1847)3.55 M]

Short Time Series Group Compression and Merging Method in Apache TsFile LIU Xing-Yu, SONG Shao-Xu, HUANG Xiang-Dong, WANG Jian-Min Published March 06, 2025 (21 pages) 2025,36(3):941-961 [Abstract(2303)]  [View PDF(3311)2.97 M]

FBO: Cloud Database Knob-tuning Technique Based on Federated Learning YAN Yu, DAI Zhi-Yu, LYU Ze-Kai, WANG Hong-Zhi Published March 06, 2025 (22 pages) 2025,36(3):962-980 [Abstract(2692)]  [View PDF(3479)4.33 M]

Elastic Scaling Method for Multi-tenant Databases Based on Hybrid Workload Prediction Model XU Hai-Yang, LIU Hai-Long, CHEN Xian, WANG Lei, JIN Ke, HOU Shu-Feng, LI Zhan-Huai Published March 06, 2025 (16 pages) 2025,36(3):981-994 [Abstract(2157)]  [View PDF(3481)6.63 M]

Deterministic Concurrency Control Based Multi-writer Transaction Processing over Cloud-native Databases HONG Yin-Hao, ZHAO Hong-Yao, WANG Yi-Lin, SHI Xin-Yue, LU Wei, YANG Shang, DU Sheng Published March 06, 2025 (29 pages) 2025,36(3):995-1021 [Abstract(2273)]  [View PDF(3076)13.56 M]

Distributed Database Diagnosis Method for Compound Anomalies XIANG Qing-Feng, SHAO Ying-Xia, XU Quan-Qing, YANG Chuan-Hui Published March 06, 2025 (18 pages) 2025,36(3):1022-1039 [Abstract(1998)]  [View PDF(3233)5.71 M]

PG-RAC: PostgreSQL-based Database with Shared Cache for Multi-write Transaction YIN Yu-Jie, SHI Hao-Yang, FAN Zi-Hao, ZHOU Hua-Hui, LIU Sheng-Chi, HU Hui-Qi, WEI Xing, CHEN He-Dui, TU Yao-Feng, CAI Peng, ZHOU Xuan Published March 06, 2025 (19 pages) 2025,36(3):1065-1083 [Abstract(1769)]  [View PDF(3255)13.78 M]

Secure Multi-party Database Computing System Based on Serverless Computing MA Xu-Yang, ZHOU Xiao-Kai, ZHENG Hao-Yu, CUI Bin, XU Quan-Qing, YANG Chuan-Hui, YAN Xiao, JIANG Jia-Wei Published March 06, 2025 (22 pages) 2025,36(3):1084-1106 [Abstract(2336)]  [View PDF(3202)5.95 M]