Page 4 - 《软件学报》2026年第5期

Journal of Software Vol.37, No.5 May 2026

Contents

SPECIAL TOPIC ON MULTIMEDIA INTELLIGENT UNDERSTANDING AND GENERATION

1885 Preface
SUN Li-Feng, MIN Wei-Qing, MA Zhan-Yu, JIANG Shu-Qiang, PENG Yu-Xin, TIAN Feng, HUANG Qing-Ming
1887 High-precision Symbolic Music Understanding Incorporating Structured Representation of Music Knowledge
HUANG Heng-Yan, ZOU Yi, SHI Le-Xuan, CHENG Hao-Nan, YE Long

1903 End-to-end Speaker Diarization System Based on Audio-language Model
WEI Shu-Yu, QIU De-Lai, LIU Sheng-Ping, SANG Ji-Tao
1919 Multi-modal 3D Object Detection Method for Traffic Scenarios Based on Two-stage Feedback
TANG Wen-Neng, LI Yao-Chen, GAO Sheng-Jing, GAO Cong, PENG Yue-Han, LIU Yue-Hu
1936 Weakly Supervised Image Hashing via CLIP-guided Tag Refinement
LI Ze-Chao, JIN Lu, WANG Hao-Hua, TANG Jin-Hui
1950 Dual Adaptive Redundancy Elimination for Training-free Video Question Answering
FANG Cheng-Yang, ZHU Chang, JIANG Wen-Hui, FANG Yu-Ming, YAN Jie-Bin
1964 Patent Recommendation Algorithm Based on Multimodal Heterogeneous Graph Network
LAI Pei-Yuan, LU Yi-Hong, LIAO De-Zhang, WANG Chang-Dong, DAI Qing-Yun, LAI Jian-Huang
1982 Review on Pose-guided Person Image and Video Generation Technologies
LI Qi-Rui, LI Xue-Wei, ZHAO Qi, LI Jie, LI Xi

2006 Interactive Gait Intervention Training with Audiovisual Synergy
LI Xin-Jin, WANG Wen-Jie, WANG Kai, TUO Hou-Zhen, WANG Shi-Ya, SUN Wei, TAN Xiao-Hui, TIAN Feng

ALGORITHM DESIGN AND ANALYSIS

2024 TB-Match: Elastic Time-constrained Transport Order Assignment Method Integrating Conditional Diffusion Model and
Proximal Policy Optimization
LIAO Jia-Jun, DONG Yi-Tao, MAO Jia-Li

SYSTEM SOFTWARE AND SOFTWARE ENGINEERING

2043 Test Case Prioritization Approach Based on Two-phase Grouping
QIAN Zhong-Sheng, QIN Lang-Yue, FAN Fu-Yu, FU Ting-Feng
2063 Key Class Identification Based on Dynamic Analysis and Gravitational Formula
PAN Wei-Feng, YANG Yan-Wei, YANG Zi-Jiang, JIANG Bo, WANG Jia-Le, YANG Bai-Lin

2085 Change Set Bug Localization Method Based on Graph Transformer
LIU Hao, DU Jun-Wei, LI Yu-Ying, FANG Min-Ying, JIA Xue-Hai
2103 LLM-Extractor: LLM-based Constraints Extraction Method Among Software Configurations
ZHANG Tian-Yi, ZHOU Tong, ZHANG Chen-Xi, PENG Xin
2131 CodeLLMTuner: Code LLM Selection and Decoding Parameter Tuning Framework Based on Sample Reusing
QU Mu-Zi, KANG Liang-Yi, LIU Jie, WANG Shuai, YE Dan, HUANG Tao
2151 Defect Isolation Method Based on Semantic Analysis of Code Changes
LIU Shu-Ning, WU Yi-Jian, SONG Xue-Zhi, CHEN Bi-Huan, PENG Xin, ZHAO Wen-Yun