Contents

大模型与软件工程专题前言 聂长海，王璐，王莹，姜艳杰，张敏灵 Published August 06, 2026 (3 pages) 2026,37(8):3049-3051 [Abstract(414)]  [View PDF(237)477.26 K]

SmartGen-AADL: Multi-agent-driven System Requirements Analysis and AADL Model Generation GE Chu-Yan, WANG Pei-Yuan, WANG Tian-Tian, HUANG Yi-Ming, YANG Xiao-Tian Published August 06, 2026 (36 pages) 2026,37(8):3052-3088 [Abstract(2075)]  [View PDF(1201)9.87 M]

Survey on Code Generation with LLM-based Agents DONG Yi-Hong, JIANG Xue, QIAN Jia-Ru, WANG Tian, ZHANG Ke-Chi, JIN Zhi, LI Ge Published August 06, 2026 (27 pages) 2026,37(8):3089-3115 [Abstract(4414)]  [View PDF(1978)6.05 M]

Question-answering Capability Evaluation of Large Language Models on Linux Kernel Development Knowledge OU Wen-Yi, WU Yi-Jian, HUANG Chen-Yi, PENG Xin Published August 06, 2026 (30 pages) 2026,37(8):3116-3143 [Abstract(1184)]  [View PDF(1131)7.39 M]

Benchmarking Large Language Models for Software Testing Knowledge Q&A CHEN Yu-Lei, NIE Yu-Ge, WU Hua-Yao Published August 06, 2026 (17 pages) 2026,37(8):3144-3160 [Abstract(1153)]  [View PDF(1181)7.29 M]

Boosting LLM-based Fault Localization with Parallel Exploration QIN Yi-Hao, WANG Shang-Wen, LIN Bo, CHEN Li-Qian, LIU Wan-Wei, MAO Xiao-Guang Published August 06, 2026 (20 pages) 2026,37(8):3161-3179 [Abstract(1084)]  [View PDF(1072)2.82 M]

Survey on Application of LLM-based Agents in Root Cause Analysis of Software Systems KANG Jun-Chi, DING Bo, FENG Da-Wei, ZHAI Yuan-Zhao, ZHANG Xun-Hui, WANG Huai-Min Published August 06, 2026 (26 pages) 2026,37(8):3180-3204 [Abstract(2092)]  [View PDF(1188)2.85 M]

Extracting Protocol Interactions via LLM Based on Linguistic Expression Pattern Analysis ZHANG Bo-Yang, QIAN Ju, TANG Jing-Ran, WEI Yi Published August 06, 2026 (19 pages) 2026,37(8):3205-3222 [Abstract(868)]  [View PDF(904)2.70 M]

Capability Upper Bounds, Application Boundaries, and Trustworthy Model Systems of Large Language Models HE Yue, CHU Xu, WANG Yun-Hai, WEI Zhe-Wei, DU Xiao-Yong, MEI Hong Published August 06, 2026 (6 pages) 2026,37(8):3223-3228 [Abstract(867)]  [View PDF(280)901.98 K]

Review on Solving Techniques and Applications for Incremental SAT/SMT Problems LI Bo-Han, CAI Shao-Wei Published August 06, 2026 (28 pages) 2026,37(8):3229-3256 [Abstract(707)]  [View PDF(594)3.37 M]

Research on LLM-based Reliability Testing for Database Management Systems WU Zhi-Yong, LIANG Jie, YAO Ling-Ling, PANG Shu, FU Jing-Zhou, ZHANG Chi, LI Fei-Fei, JIANG Yu Published August 06, 2026 (36 pages) 2026,37(8):3257-3292 [Abstract(381)]  [View PDF(170)4.97 M]

Time-frequency-aware Graph Convolutional Network for Social Network Link Prediction HE Yu-Lin, LAI Jun-Long, CHANG Jia-Le, CUI Lai-Zhong, HUANG Zhe-Xue Published August 06, 2026 (16 pages) 2026,37(8):3293-3308 [Abstract(594)]  [View PDF(146)2.97 M]

Survey on Revenue Allocation Strategies for Machine Learning Model Markets HE Jia-Ni, HUANG Ke-Man, LIU Jin-Fei, LU Wei, FAN Ju, DU Xiao-Yong Published August 06, 2026 (28 pages) 2026,37(8):3309-3336 [Abstract(356)]  [View PDF(130)3.13 M]

Two-phase Adaptive Transaction Allocation Model for Relay Chain Sharding Environment ZHANG Pei-Yun, LIU Ying, CHEN Zi-Han Published August 06, 2026 (33 pages) 2026,37(8):3337-3369 [Abstract(720)]  [View PDF(729)5.53 M]

Computer Graphics and Computer Aided Design

Electrocardiogram Classification and Interpretability Based on Imbalanced Multi-label Learning LI Xiang, CAO Si-Yuan, CHEN Song-Can Published August 06, 2026 (16 pages) 2026,37(8):3370-3385 [Abstract(538)]  [View PDF(1089)2.52 M]

General Visual Hard Sample Mining Based on Maximum Discrepancy Competition YAN Jie-Bin, ZHU Wen-Tao, LIU Xue-Lin, CHEN Jun-Jie, QIAN Feng, FANG Yu-Ming Published August 06, 2026 (19 pages) 2026,37(8):3386-3404 [Abstract(541)]  [View PDF(324)20.88 M]