Contents

Efficient Localization for Codes Causing Compilation Optimization-induced Result Inconsistency YU Heng-Biao, YI Xin, FAN Xiao-Kang, TANG Tao, HUANG Chun, YIN Bang-Hu, WANG Ji Published December 06, 2025 (15 pages) 2025,36(12):5387-5401 [Abstract(1449)]  [View PDF(1820)6.76 K]

swJulia: Julia Compilation System for New Generation Sunway Supercomputer SHEN Li, ZHOU Wen-Hao, WANG Fei, LI Bin, TAN Jian, SHANG Hong-Hui, AN Hong, QI Feng-Bin Published December 06, 2025 (21 pages) 2025,36(12):5402-5422 [Abstract(1095)]  [View PDF(2618)6.73 K]

Takeover Performance Prediction and Characteristic Analysis Under Typical Driving Scenarios ZHANG Yang-Yang, ZHANG Hao, GAN Tao, LENG Chang, HUANG Cheng-Chao, ZHANG Li-Jun Published December 06, 2025 (15 pages) 2025,36(12):5423-5437 [Abstract(2135)]  [View PDF(1969)6.76 K]

Implicit Semantic Parsing and Reasoning of Requirement Text Based on Temporal Logic LI Chun-Yi, MA Zhi, WU Qiang, WANG Xiao-Bing, ZHAO Liang Published December 06, 2025 (18 pages) 2025,36(12):5438-5455 [Abstract(937)]  [View PDF(1510)6.76 K]

Semantic Matching-based Cross-platform Mobile App Test Script Record and Replay via Large Language Models YU Sheng-Cheng, FANG Chun-Rong, ZHONG Ye, ZHANG Quan-Jun, LIU Qin, LIU Jia, ZHENG Tao, CHEN Zhen-Yu Published December 06, 2025 (24 pages) 2025,36(12):5456-5479 [Abstract(1113)]  [View PDF(2533)6.72 K]

Cloud-edge Coordinated Scheduling Method for Deep Learning Jobs GU Dian-Dian, JIN Xin, LIU Xuan-Zhe Published December 06, 2025 (15 pages) 2025,36(12):5480-5494 [Abstract(970)]  [View PDF(2371)6.79 K]

VulFewShot: Improving Few-shot Vulnerability Classification by Contrastive Learning WU Yue-Ming, ZHANG Xiao-Rui, LI Zhi, LIU Kai-Lin, ZOU De-Qing, JIN Hai Published December 06, 2025 (17 pages) 2025,36(12):5495-5511 [Abstract(1049)]  [View PDF(2427)6.73 K]

Technique for Database System Parameter Optimization Using Multi-objective Deep Reinforcement Learning RONG Chui-Tian, TIAN Hao-Hui, DU Fang Published December 06, 2025 (25 pages) 2025,36(12):5512-5536 [Abstract(1239)]  [View PDF(1478)6.76 K]

HSDiag: Variant Hitting Set Algorithm for Solving Diagnosis OUYANG Ji-Hong, HUANG Sen Published December 06, 2025 (17 pages) 2025,36(12):5537-5553 [Abstract(762)]  [View PDF(1108)6.76 K]

Time Series Domain Adaptation Method via Disentangling Invariant and Variant Latent Variables LI Zi-Jian, CAI Rui-Chu, CHEN Hao-Zhi, JIANG Zhi-Fan, CHEN Dao-Xin, HAO Zhi-Feng Published December 06, 2025 (18 pages) 2025,36(12):5554-5571 [Abstract(874)]  [View PDF(1727)6.75 K]

Huaputong: Large Language Model for Genealogical Question-answering with Knowledge Reasoning WU Xin-Dong, ZHUO Xing-Rui, CHANG Yong-Pan, WU Gong-Qing, ZHANG Zan, ZHU Yi Published December 06, 2025 (27 pages) 2025,36(12):5572-5598 [Abstract(1176)]  [View PDF(2569)6.72 K]

Knowledge Graph Completion: Techniques and Applications ZHENG Xiu-Lin, ZHOU Peng, LI Pei-Pei, ZHANG Zan, HUANG Yan-Xiang, WU Xin-Dong Published December 06, 2025 (30 pages) 2025,36(12):5599-5628 [Abstract(1518)]  [View PDF(1996)6.75 K]

Multi-view Framework for Inductive Knowledge Graph Completion with Differentiation Mechanism TONG Han-Wen, QIAN Yu-Xi, LIU Jing-Ping, LIANG Zu-Jie, XIAO Yang-Hua, WEI Feng, HAO Zheng-Hong, HAN Bing Published December 06, 2025 (15 pages) 2025,36(12):5629-5643 [Abstract(785)]  [View PDF(1307)6.74 K]

OWL Knowledge Graph Representation Learning Method via Multi-semantic View YANG Jian-Xi, XIE Jiang-Cun, LI Ren, YANG Xiao-Xia, XIAO Qiao, JIANG Shi-Xin, HE Li-Rong Published December 06, 2025 (30 pages) 2025,36(12):5644-5673 [Abstract(967)]  [View PDF(2318)6.79 K]

Knowledge Graph Accuracy Evaluation Using Embedding Model ZHANG Ming-Tao, YANG Guo-Li, BAI Xiao-Ying Published December 06, 2025 (21 pages) 2025,36(12):5674-5694 [Abstract(975)]  [View PDF(1557)6.71 K]

Dual-view Self-supervised Session-based Recommendation Model Based on Temporal Interval Aware Data Augmentation QIAN Zhong-Sheng, WAN Zi-Long, FAN Fu-Yu, FU Ting-Feng Published December 06, 2025 (25 pages) 2025,36(12):5695-5719 [Abstract(1867)]  [View PDF(2120)6.72 K]

Multi-modal Clickbait Detection by Asking Commonsense Reasoning Questions to Infer Inconsistencies YU Jian-Xing, WANG Shi-Qi, CHEN Qi, LAI Han-Jiang, RAO Yang-Hui, SU Qin-Liang, YIN Jian Published December 06, 2025 (19 pages) 2025,36(12):5720-5738 [Abstract(731)]  [View PDF(1090)6.74 K]

Point Cloud Registration Method Based on Local-global Dynamic Graph Learning and Complementary Fusion QIU Qiao-Yan, YE Hai-Liang, CAO Fei-Long, LYU Ke Published December 06, 2025 (16 pages) 2025,36(12):5739-5754 [Abstract(785)]  [View PDF(1045)6.76 K]

Smart Contract Security Vulnerability Detection Based on Target-guided Symbolic Execution YANG Hui-Wen, CUI Zhan-Qi, CHEN Xiang, ZHENG Li-Wei, LIU Jian-Bin Published December 06, 2025 (25 pages) 2025,36(12):5755-5779 [Abstract(1010)]  [View PDF(1258)6.74 K]

Intelligent Routing Algorithm Driven by Historical Traffic Data for VANET LI Jie, CHEN Qing, CHEN Kan-Song Published December 06, 2025 (21 pages) 2025,36(12):5780-5800 [Abstract(710)]  [View PDF(2232)6.72 K]

ReproLink: Reproducibility-oriented Research Data Management System HUANG Xiao-Long, YANG Jing-Ru, LIU Yi, MA Yun, JING Xiang, HUANG Gang Published December 06, 2025 (20 pages) 2025,36(12):5801-5820 [Abstract(1067)]  [View PDF(1808)6.75 K]

NUMA-conscious Foreign Key Join Optimization Technique HAN Rui-Chen, ZHANG Yan-Song, LIU Zhuan, ZHANG Yu, JIAO Min, WANG Shan Published December 06, 2025 (30 pages) 2025,36(12):5821-5850 [Abstract(718)]  [View PDF(1874)6.74 K]

Cross Semi-supervised Semantic Segmentation Network Based on Differential Feature Extraction CHEN Ya-Dang, LI Jia-Qi, CHE Xun, WU En-Hua Published December 06, 2025 (20 pages) 2025,36(12):5851-5870 [Abstract(1250)]  [View PDF(1963)6.78 K]