Contents

RISC-V与人工智能系统软件前沿进展专题前言 武延军，谢涛，侯锐，宋威，邢明杰 Published June 06, 2026 (2 pages) 2026,37(6):2325-2326 [Abstract(1149)]  [View PDF(308)404.09 K]

BinDec: LLM and Symbolic Execution Collaborative Decompilation Method for RISC-V LI Yu-Zhang, ZHANG Xi, XU Tao Published June 06, 2026 (20 pages) 2026,37(6):2327-2345 [Abstract(1528)]  [View PDF(888)2.67 M]

Compatibility-aware Multi-level Build Method for RISC-V Instruction Set Diversity QU Sheng, SU Yun-Qiang, LIN Zhe-Yuan, YAN Yan-Yan, FENG Yang, ZHAO Chen Published June 06, 2026 (23 pages) 2026,37(6):2346-2369 [Abstract(1295)]  [View PDF(631)3.17 M]

MARC: Multi-agent Collaborative Approach for Early Detection of Hardware Security Vulnerabilities RUI Zhi-Qing, LING Xiang, CAO Fang-Ze, LUO Tian-Yue, WU Jing-Zheng Published June 06, 2026 (21 pages) 2026,37(6):2370-2389 [Abstract(2401)]  [View PDF(963)2.57 M]

Deep Learning Operator Testing for RISC-V Architecture LIU Jia-Wei, GAO Yan, ZHANG Quan-Jun, SHANG Ye, FANG Chun-Rong, CHEN Zhen-Yu Published June 06, 2026 (23 pages) 2026,37(6):2390-2410 [Abstract(1257)]  [View PDF(653)3.13 M]

Privacy-preserving Object Detection Under Malicious Adversaries XIAO Xin-Yi, LIU Lin, GUO Qian, LUO Yu-Chuan, WANG Yong-Jun, CHEN Rong-Mao, HUANG Jun-Jie, LIU Tian-Rui, FU Shao-Jing Published June 06, 2026 (20 pages) 2026,37(6):2411-2430 [Abstract(567)]  [View PDF(269)7.38 M]

Adaptive Knowledge Distillation for Lightweight Large Code Models SHU Shan-Fu, LIU Chao, SUN Yu-Zhong, ZHANG Hong-Yu, GAO Cui-Yun, ZHANG Xiao-Hong Published June 06, 2026 (24 pages) 2026,37(6):2431-2454 [Abstract(1903)]  [View PDF(1065)3.77 M]

Component-aware Automatic Crash Reproduction Method for Android Applications LIU Shu-Qi, ZHOU Yu, YANG Hui-Wen Published June 06, 2026 (22 pages) 2026,37(6):2455-2476 [Abstract(670)]  [View PDF(740)3.12 M]

Formal Verification and Improvement of XCMP Protocol: Improving Security of Cross-chain Interaction LYU Yong-Yang, FENG Rui-Tao, WANG Zi-Mo, LIU Jun-Chao, WU Han-Wei, LI Xiao-Hong Published June 06, 2026 (33 pages) 2026,37(6):2477-2509 [Abstract(712)]  [View PDF(668)6.07 M]

Malware Similarity Measurement Method Based on Heterogeneous Graph Matching Network CHEN Yong-Wei, GU Yong-Hao, XIE Yu-Qi, WU Tie-Jun Published June 06, 2026 (17 pages) 2026,37(6):2510-2526 [Abstract(612)]  [View PDF(1350)4.28 M]

SWTuner: Distributed Compilation Tuning Framework Based on Machine Learning Methods ZHOU Wen-Hao, SHEN Li, WANG Fei, XIAO Qian, LI Bin, GAO Xiu-Wu, SONG Chang-Ming, AN Hong, QI Feng-Bin Published June 06, 2026 (19 pages) 2026,37(6):2527-2545 [Abstract(572)]  [View PDF(983)3.36 M]

Dynamic Model Routing Based on Collaborative Relationship WU Jun-Ru, LI Zhe-Tao, WANG Jian-Hui, LIU Zhong-Ren, PANG Yong-Hao, HUANG Ji-Jun Published June 06, 2026 (18 pages) 2026,37(6):2546-2563 [Abstract(959)]  [View PDF(1719)3.76 M]

Variance Optimization of Policy Gradients from Latent Variable Causal Model Perspective CAI Rui-Chu, LIN Fu-Yi, CHEN Wei, ZHU Hai-Peng, HAO Zhi-Feng Published June 06, 2026 (20 pages) 2026,37(6):2564-2583 [Abstract(578)]  [View PDF(526)52.12 M]

Communication-efficient Federated Recommendation Method with Differential Privacy XUE Da-Xuan, DU Yi-Fei, CHEN Hong, LI Cui-Ping Published June 06, 2026 (23 pages) 2026,37(6):2584-2606 [Abstract(710)]  [View PDF(325)4.98 M]

Survey on Secure and Trustworthy Data Factor Circulation CHEN Yi-Fei, LI Meng, QIAO Yan, WANG Qing, ZHANG Zi-Jian, ZHU Lie-Huang Published June 06, 2026 (40 pages) 2026,37(6):2607-2646 [Abstract(576)]  [View PDF(203)4.90 M]

Key-isolated Signature Based on SM9 GAO Rui, DING Yun, GAO Xin, WANG Hua-Qun Published June 06, 2026 (11 pages) 2026,37(6):2647-2657 [Abstract(609)]  [View PDF(1790)1.91 M]

Efficient Privacy-preserving Inference Based on Secret Sharing for Convolutional Neural Network BAI Hao, HE Kun, CHEN Jing, ZHAO Chen-Bin, DU Rui-Ying Published June 06, 2026 (13 pages) 2026,37(6):2658-2670 [Abstract(812)]  [View PDF(826)2.41 M]

Continuous Defense Against Poisoning Attack with Trusted Data Augmentation for QoS-aware Cloud API Recommendation System CHEN Zhen, FAN Shuang, YU Jian-Qiang, XU Yue-Shen, TAN Ze-Yu, YOU Dian-Long, SHEN Li-Min Published June 06, 2026 (20 pages) 2026,37(6):2671-2690 [Abstract(633)]  [View PDF(330)6.25 M]