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Volume 41 Issue 3, May 2026

Contents(PDF)

PP. 843-1100

18 articles

Previous Issue

Next Issue

Editorial

A Processor Approach to Fast Fully Homomorphic Encryption

Zhi-Wei Xu

Published: 01 May 2026

2026, 41(3): 843-844

Cover Article

Homomorphic Processing Unit

Ying-Hao Yang, Xi-Cheng Xu, Hang Lu, Xiao-Wei Li

Published: 01 May 2026

2026, 41(3): 845-861

Regular Paper

Dual-Level Adaptive Correction for Subgraph-Based GNN Training with Efficient Strategy Search

Ding-Wei Liu, Zhao-Hua Wang, Zhi-Bin Zhang, [...], Jin Yan, Zhen-Yu Li << Fewer

Published: 01 May 2026

2026, 41(3): 862-875

Regular Paper

Guo-Xin Yu, Xiang Ao, Ji-Wei Li, [...], Yue Yu, Ping Luo << Fewer

Published: 01 May 2026

2026, 41(3): 876-895

Regular Paper

NR-CLIP: CLIP-Guided Multimodal News Recommendation via Multi-View Learning

Ying Guo, Shu-Ting Hu, Min-Jing Yu, [...], Ran Yi, Qi Wang, Jie Liu, Yong-Jin Liu << Fewer

Published: 01 May 2026

2026, 41(3): 896-909

Regular Paper

Complexity-Constraint Code Evaluation: A Benchmark for Time Complexity Compliance in LLM-Generated Code

Li-Guo Chen, Xin Wang, Jue-Yu Chen, [...], Ren-Zhao Liang, Zheng-Ran Zeng, Yang-Ning Li, Ying-Hui Li, Yi-Dong Wang, Yi-Jiang Xu, Qing Gao, Shi-Kun Zhang << Fewer

Published: 01 May 2026

2026, 41(3): 910-923

Regular Paper

Safety Evaluation for Large Language Models with Metamorphic Testing: An Empirical Study

Ying Xing, Jia-Qi Huang, Hai-Jiao Zhao, [...], Long Zhang, Wen-Jin Li << Fewer

Published: 01 May 2026

2026, 41(3): 924-935

Regular Paper

MSCFN: Multiscale Spatial-Frequency Collaborative Fusion Network for Multicontrast Magnetic Resonance Imaging Super-Resolution

Shu-Ying Huang, Xue-Ying Huang, Yong Yang, [...], Xiao-Zheng Wang, Heng Ren, Yu-Fan Niu << Fewer

Published: 01 May 2026

2026, 41(3): 936-946

Regular Paper

AWGT-Benchmark: An Air-Writing Benchmark Supporting Cross-Scenario Text Recognition

Yi-Heng Jin, Jia-Zheng Wu, Jian-Guang Li, [...], Wu Liu, Shan An << Fewer

Published: 01 May 2026

2026, 41(3): 947-960

Regular Paper

RagMedge: Dense Retrieval Augmented Medical Dialogue Generation Towards Personalized Medical Knowledge Grounded Diagnosis

Bo Lyu, Chen Tang, Guo-Xin Yu, [...], Na-Yu Liu, Yue Yu << Fewer

Published: 01 May 2026

2026, 41(3): 961-976

Regular Paper

CroFinBen: A Multilingual Benchmark of Large Language Models Across High- and Low-Resource Languages in Finance

Gang Hu, Si-Qi Lyu, Qing-Qing Wang, [...], Ze-Kang Huang, Ke Qin, Min Peng, Kun Yue << Fewer

Published: 01 May 2026

2026, 41(3): 977-992

Regular Paper

HI-SM4: Exploiting Domestic Hygon DCU for High-Performance SM4 Cryptographic Computing

Fu-Yuan Chen, Jian-Kuo Dong, Xing-Yu Wang, [...], Zhen-Jiang Dong, Hua-Qun Wang << Fewer

Published: 01 May 2026

2026, 41(3): 993-1008

Regular Paper

Cholesky Parallel Decomposition Optimization Algorithm Based on ScaLAPACK

He Xu, Tao Zhou, Peng Li, [...], Fang-Fang Qin, Yi-Mu Ji << Fewer

Published: 01 May 2026

2026, 41(3): 1009-1023

Regular Paper

Containerlet: Software-Granular Container Layer for High-Performance Deployment of Machine Learning Applications

Feng-Zhi Li, Qing-Ru Xu, Tuo Zhou, [...], Chen-Xi Wang, Yi-Fan Wang, Xiao-Hui Peng << Fewer

Published: 01 May 2026

2026, 41(3): 1024-1035

Regular Paper

Double Auction Mechanism for Heterogeneous Computility Network Task Scheduling

Ji-Xian Zhang, Xun Yang, Xing-Zhou Zhang, [...], Hao Wu, Wei-Dong Li << Fewer

Published: 01 May 2026

2026, 41(3): 1036-1053

Regular Paper

A Progressive Quasi-Bounding Method and Its Applications to Boundary Value Problems

Hong-Yu Chen, Xiao-Diao Chen, Wei-Yin Ma

Published: 01 May 2026

2026, 41(3): 1054-1070

Regular Paper

PPredictor: Workload-Aware Performance Prediction for Distributed Databases Using Graph Encoding

Jian-Wen Yang, Qiu-Hong Zhang, Jin Yan, [...], Shuo Zhang, Mei-Ling Zhu, Zhi-Ming Ding << Fewer

Published: 01 May 2026

2026, 41(3): 1071-1086

Regular Paper

SEMQuant: A Computational Platform for Accurate and Comprehensive Quantitative Mewtaproteomics Analysis

Bailu Zhang, Shichao Feng, Yi Xiong, [...], Chongle Pan, Xuan Guo << Fewer

Published: 01 May 2026

2026, 41(3): 1087-1100