Contents

Compositional Probabilistic Barrier Certificate Generation Based on PAC Learning YANG Zi-Xuan, ZENG Xia, REN Meng-Xin, WANG Jian-Lin, ZENG Zhen-Bing, YANG Zheng-Feng Published May 06, 2025 (17 pages) 2025,36(5):1907-1923 [Abstract(1271)]  [View PDF(2380)6.74 K]

Software Traceability Recovery Framework Based on Active Learning and Semi-supervised Learning DONG Li-Ming, ZHANG He, MENG Qing-Long, KUANG Hong-Yu Published May 06, 2025 (25 pages) 2025,36(5):1924-1948 [Abstract(1276)]  [View PDF(2914)6.76 K]

Web API Recommendation by Fusing Latent Related Words and Heterogeneous Association Compatibility HU Qiang, QI Hao-Quan, LI Hao-Jie, DU Jun-Wei Published May 06, 2025 (25 pages) 2025,36(5):1949-1973 [Abstract(1066)]  [View PDF(2849)6.70 K]

Measurement Study on Performance of Serverless Platforms WEN Jin-Feng, CHEN Zhen-Peng, LIU Yi, LIU Xuan-Zhe Published May 06, 2025 (32 pages) 2025,36(5):1974-2005 [Abstract(1173)]  [View PDF(3155)6.75 K]

Multi-granularity Fusion Android Test Sequence Reduction Based on Event Labeling HAO Rui, FENG Yang, LI Yu-Ying, CHEN Zhen-Yu Published May 06, 2025 (20 pages) 2025,36(5):2006-2025 [Abstract(928)]  [View PDF(2804)6.76 K]

Test Case Generation for Path Coverage of MPI Program Guided by Surrogate-assisted Multi-task Evolutionary Optimization SUN Bai-Cai, GONG Dun-Wei, YAO Xiang-Juan Published May 06, 2025 (17 pages) 2025,36(5):2026-2042 [Abstract(1037)]  [View PDF(2823)6.73 K]

Interaction Prediction of Multi-granularity Software System Based on Graph Neural Network DENG Wen-Tao, CHENG Can, HE Peng, CHEN Meng-Yao, LI Bing Published May 06, 2025 (21 pages) 2025,36(5):2043-2063 [Abstract(1719)]  [View PDF(3434)6.74 K]

Gaussian Mixture Based Hierarchical Auto-encoder Model for Sentiment Drift Detection ZHANG Wen-Yue, LI Yang, WANG Su-Ge, LIAO Jian Published May 06, 2025 (15 pages) 2025,36(5):2064-2078 [Abstract(939)]  [View PDF(2771)6.73 K]

Group-wise Contrastive Learning Based Sequence-aware Skill Discovery YANG Shang-Dong, YU Miao-Ying, CHEN Xing-Guo, CHEN Lei Published May 06, 2025 (15 pages) 2025,36(5):2079-2093 [Abstract(1647)]  [View PDF(2307)6.74 K]

Multi-modal Self-supervised Point Cloud Representation Learning Based on Bidirectional Fit Mask Reconstruction CHENG Hao-Zhe, ZHU Ji-Hua, SHI Peng-Cheng, HU Nai-Wen, XIE Yi-Fan, LI Shi-Qi Published May 06, 2025 (20 pages) 2025,36(5):2094-2113 [Abstract(1131)]  [View PDF(2524)6.73 K]

Label Screening Method for Generalization and Robustness Trade-off in Convolutional Neural Network WANG Yi-Min, LONG Xian-Zhong, LI Yun, XIONG Jian Published May 06, 2025 (16 pages) 2025,36(5):2114-2129 [Abstract(961)]  [View PDF(2858)6.75 K]

Denoising Graph Auto-encoder for Unsupervised Social Media Text Summarization HE Rui-Fang, ZHAO Tang-Long, LIU Huan-Yu Published May 06, 2025 (21 pages) 2025,36(5):2130-2150 [Abstract(1162)]  [View PDF(2884)6.73 K]

Parallel Multi-scale Spatio-temporal Graph Convolutional Network for 3D Human Pose Estimation YANG Hong-Hong, LIU Hong-Xi, ZHANG Yu-Mei, WU Xiao-Jun Published May 06, 2025 (16 pages) 2025,36(5):2151-2166 [Abstract(1275)]  [View PDF(3142)6.75 K]

Text and Table Numerical Question-answering Model Based on Multi-granularity Cell Contrast JU Jiang-Zhou, MAO Yun-Lin, WU Zhen, CHEN Yu-Fei, DAI Xin-Yu, CHEN Jia-Jun Published May 06, 2025 (21 pages) 2025,36(5):2167-2187 [Abstract(1018)]  [View PDF(2897)6.75 K]

Framework of Two-party Threshold Schemes for SM2 Digital Signature Algorithms LIU Zhen-Ya, LIN Jing-Qiang Published May 06, 2025 (24 pages) 2025,36(5):2188-2211 [Abstract(1771)]  [View PDF(4112)6.73 K]

Data Poisoning Attacks and Defense Methods for Frequency Estimation in Local Differential Privacy WANG Yuan-Yuan, ZHU You-Wen, WU Qi-Hui, WANG Wei, WANG Jian Published May 06, 2025 (17 pages) 2025,36(5):2212-2228 [Abstract(1138)]  [View PDF(2706)6.74 K]

Reward Fraud Attack and Defense for Federated Learning Based on Gradient Scale-up YUE Zi-Ying, CHEN Ke, SHOU Li-Dan, LUO Xin-Yuan, CHEN Gang Published May 06, 2025 (16 pages) 2025,36(5):2254-2269 [Abstract(1596)]  [View PDF(2784)6.73 K]

DEFAULT Lightweight Cryptosystem Against Statistical Fault Analysis Based on Algebraic Relationship LI Wei, QIN Meng-Yang, GU Da-Wu, LIAN Sheng, WEN Yun-Hua Published May 06, 2025 (18 pages) 2025,36(5):2270-2287 [Abstract(1122)]  [View PDF(2867)6.76 K]

Malicious Node Detection Based on Semi-supervised and Self-supervised Graph Representation Learning WANG Chen-Xu, WANG Kai-Yue, WANG Meng-Qin Published May 06, 2025 (20 pages) 2025,36(5):2288-2307 [Abstract(1568)]  [View PDF(2787)6.75 K]

Degree Corrected General Stochastic Block Model for Community Detection in Attributed Network WANG Xiao, DAI Fang, GUO Wen-Yan, WANG Jun-Feng Published May 06, 2025 (13 pages) 2025,36(5):2308-2320 [Abstract(792)]  [View PDF(1724)6.72 K]

PLTree: High-performance Learning Index for Persistent Memory ZHANG Zhi-Guo, XIE Zhong-Le, CHEN Ke, SHOU Li-Dan Published May 06, 2025 (21 pages) 2025,36(5):2321-2341 [Abstract(1205)]  [View PDF(2797)6.75 K]

Clustering Frequent Pattern Mining for Time-ordered Transaction Data WANG Shao-Peng, NIU Chao-Yu Published May 06, 2025 (20 pages) 2025,36(5):2342-2361 [Abstract(880)]  [View PDF(2964)6.74 K]

Low-latency Microkernel IPC Design for SPARC Architecture SU Hao-Ran, LI Wen-Tai, GU Jin-Yu, ZANG Bin-Yu, CHEN Hai-Bo, GUAN Hai-Bing Published May 06, 2025 (19 pages) 2025,36(5):2362-2380 [Abstract(1029)]  [View PDF(2990)6.74 K]

Quantum Circuit Mapping for Distributed Superconducting Quantum Computing Architecture ZHU Peng-Cheng, WEI Li-Hua, FENG Shi-Guang, ZHOU Xiang-Zhen, ZHENG Sheng-Gen, GUAN Zhi-Jin Published May 06, 2025 (20 pages) 2025,36(5):2381-2400 [Abstract(1214)]  [View PDF(2714)6.76 K]

Review Articles

Survey on Acoustic-sensing-based Authentication on Mobile Devices ZHOU Man, LI Xiang-Qian, WANG Qian, LI Qi, SHEN Chao, ZHOU Yu-Ting Published May 06, 2025 (25 pages) 2025,36(5):2229-2253 [Abstract(1230)]  [View PDF(2486)6.76 K]