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科研成果

每年的科研成果 1997 2014 2015 2016 2018 2019 2020 2021 2022 2023 2024 2024

• 136 文章
• 21 会议稿件
• 3 会议文章
• 2 章节
• 2 更多
  • 2 文献综述

每年的科研成果

每年的科研成果

搜索结果

• 2024

  Adapt to small-scale and long-term time series forecasting with enhanced multidimensional correlation

  Li, X., Luo, S., Pan, L. & Wu, Z., 15 3月 2024, 在: Expert Systems with Applications. 238, 122203.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Tasks 100%
  • Experimental Result 100%
  • Energy Engineering 100%
  • Data Series 100%
  • Historical Data 100%

• A multi-type vulnerability detection framework with parallel perspective fusion and hierarchical feature enhancement

  Kong, L., Luo, S., Pan, L., Wu, Z. & Li, X., 5月 2024, 在: Computers and Security. 140, 103787.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Vulnerability Detection 100%
  • Parallelism 57%
  • Code Sequence 28%
  • Experimental Result 14%
  • Semantic Association 14%

• A novel prompt-tuning method: Incorporating scenario-specific concepts into a verbalizer[Formula presented]

  Ma, Y., Luo, S., Shang, Y. M., Li, Z. & Liu, Y., 1 8月 2024, 在: Expert Systems with Applications. 247, 123204.

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Construction Process 100%
  • Text Classification 100%

• Antibypassing Four-Stage Dynamic Behavior Modeling for Time-Efficient Evasive Malware Detection

  Zhang, Y., Luo, S., Wu, H. & Pan, L., 1 3月 2024, 在: IEEE Transactions on Industrial Informatics. 20, 3, 页码 4627-4639 13 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Virtual Machine Monitor 100%
  • Missed Opportunity 100%
  • Return Value 100%
  3 引用 （Scopus）

• FSD-CLCD: Functional semantic distillation graph learning for cross-language code clone detection

  Zhang, L., Luo, S., Pan, L., Wu, Z. & Gong, K., 7月 2024, 在: Engineering Applications of Artificial Intelligence. 133, 108199.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Semantic Functionals 100%
  • Clone Detection 100%
  • Abstract Syntax Tree 50%
  • Inconsistent Node 25%

• HGE-BVHD: Heterogeneous graph embedding scheme of complex structure functions for binary vulnerability homology discrimination

  Xing, J., Luo, S., Pan, L., Hao, J., Guan, Y. & Wu, Z., 15 3月 2024, 在: Expert Systems with Applications. 238, 121835.

  科研成果: 期刊稿件 › 文献综述 › 同行评审

  • Vector Function 100%
  • Computer Security 100%
  • Discrimination Function 100%

• LogETA: Time-aware cross-system log-based anomaly detection with inter-class boundary optimization

  Gong, K., Luo, S., Pan, L., Zhang, L., Zhang, Y. & Yu, H., 8月 2024, 在: Future Generation Computer Systems. 157, 页码 16-28 13 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Class Distribution 100%
  2 引用 （Scopus）

• Structure-Guided Image Inpainting Based on Multi-Scale Attention Pyramid Network

  Gong, J., Luo, S., Yu, W. & Nie, L., 9月 2024, 在: Applied Sciences (Switzerland). 14, 18, 8325.

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Image Inpainting 100%
  • Auxiliaries 100%
  • Feature Fusion 66%
  • Structural Repair 40%
  • Baseline Model 33%

• 融合领域要素知识的多粒度法律文本匹配方法

  Luo, S., Dong, B., Pan, L. & Wu, Z., 3月 2024, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 44, 3, 页码 298-305 8 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Knowledge Element 100%
  • Information Vector 33%
  • Sentence Meaning 33%
  • Information Element 33%
• 2023

  A novel vulnerability severity assessment method for source code based on a graph neural network

  Hao, J., Luo, S. & Pan, L., 9月 2023, 在: Information and Software Technology. 161, 107247.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Security Personnel 100%
  • Call Relationship 100%
  • Vulnerability Property 100%
  • Vulnerability Management 100%
  4 引用 （Scopus）

• A risk identification model for ICT supply chain based on network embedding and text encoding

  Cai, C., Pan, L., Li, X., Luo, S. & Wu, Z., 15 10月 2023, 在: Expert Systems with Applications. 228, 120459.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Information and Communication Technologies 100%
  • Risk Identification 100%
  • Topological Order 28%
  • Technology Product 14%
  • Technology Risk 14%
  4 引用 （Scopus）

• Byte-Level Function-Associated Method for Malware Detection

  Hao, J., Luo, S. & Pan, L., 2023, 在: Computer Systems Science and Engineering. 46, 1, 页码 719-734 16 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Multiple Data Set 100%
  1 引用 （Scopus）

• Efficient and persistent backdoor attack by boundary trigger set constructing against federated learning

  Yang, D., Luo, S., Zhou, J., Pan, L., Yang, X. & Xing, J., 12月 2023, 在: Information Sciences. 651, 119743.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Federated Learning 100%
  • Backdoors 100%
  • Mapping Relationship 33%
  • Neural Network 16%
  • Autoencoder 16%
  5 引用 （Scopus）

• Inpainting with Separable Mask Update Convolution Network

  Gong, J., Luo, S., Yu, W. & Nie, L., 8月 2023, 在: Sensors. 23, 15, 6689.

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Image Inpainting 100%
  • Deep Learning 50%
  • Experimental Result 50%
  • Feature Extraction 50%
  • Convolution Layer 50%

• Strengthened multiple correlation for multi-label few-shot intent detection

  Zhang, R., Luo, S., Pan, L., Ma, Y. & Wu, Z., 28 2月 2023, 在: Neurocomputing. 523, 页码 191-198 8 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Similarity Measurement 100%
  • Attention (Machine Learning) 66%
  • High Correlation 66%
  • Feature Dimension 66%
  • New-State 33%
  5 引用 （Scopus）

• VD-HEN: Capturing Semantic Dependencies for Source Code Vulnerability Detection With a Hierarchical Embedding Network

  Hao, J., Luo, S., Pan, L. & Chen, C., 1 10月 2023, Computer, 56, 10, 页码 49-61 13 页码.

  科研成果: 专业出版物投稿 › 文章

  • Source Codes 100%
  • Semantic Dependency 100%
  • Vulnerability Detection 100%
  • Experimental Result 50%
  • Syntactic Information 50%

• VulPin: Finer-Grained Slicing for Pinpointing Vulnerability in Binary Programs: Precision in Vulnerability Detection: Advanced Slicing Techniques for Binary Program Analysis

  Chukkol, A. H. A., Luo, S., Yunusa, H., Yusuf, A. A. & Mohammed, A., 8 12月 2023, CSAI 2023 - 2023 7th International Conference on Computer Science and Artificial Intelligence. Association for Computing Machinery, 页码 116-122 7 页码 (ACM International Conference Proceeding Series).

  科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • Identifying Vulnerability 100%

• 多标签小样本实例级注意力原型网络分类方法

  Luo, S., Zhang, R., Pan, L. & Wu, Z., 4月 2023, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 43, 4, 页码 403-409 7 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Few-Shot Learning 100%
  • Instance Level 100%
  • Semantic Feature 50%
  • Experimental Result 50%
  • Learning Ability 50%
  3 引用 （Scopus）

• 基于随机平滑的恶意软件识别深度学习模型鲁棒性认证方法

  Luo, S., Lu, S., Zhang, Y. & Pan, L., 2月 2023, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 43, 2, 页码 197-202 6 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Deep Learning 100%
  • Malware 100%
  • Identification Model 100%
  • Likelihood Ratio 100%
  • Spatial Distribution 50%

• 结合原型网络的远程监督命名实体识别方法

  Luo, S., Lin, Z., Pan, L. & Wu, Z., 4月 2023, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 43, 4, 页码 410-416 7 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Entity Category 100%
• 2022

  Android恶意APP多视角家族分类方法

  Hao, J., Luo, S., Zhang, H., Yang, P. & Pan, L., 5月 2022, 在: Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics. 48, 5, 页码 795-804 10 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Xml File 100%

• Android恶意软件检测低冗余特征选择方法

  Hao, J., Pan, L., Li, R., Yang, P. & Luo, S., 2月 2022, 在: Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics. 48, 2, 页码 225-232 8 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Malware Detection 100%
  • Feature Selection 100%
  • Android Malware 100%
  • Detection Accuracy 75%
  • Classifier 50%

• A Temporal–Spatial network embedding model for ICT supply chain market trend forecasting

  Li, X., Pan, L., Zhou, Y., Wu, Z. & Luo, S., 8月 2022, 在: Applied Soft Computing. 125, 109118.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • External Regulation 100%
  • Share Information 100%
  4 引用 （Scopus）

• Continuous temporal network embedding by modeling neighborhood propagation process

  Zhou, Y., Luo, S., Pan, L., Liu, L. & Song, D., 5 3月 2022, 在: Knowledge-Based Systems. 239, 107998.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Occurrence Time 100%
  • Propagation Time 33%
  • Steady State Response 33%
  6 引用 （Scopus）

• EII-MBS: Malware family classification via enhanced adversarial instruction behavior semantic learning

  Hao, J., Luo, S. & Pan, L., 11月 2022, 在: Computers and Security. 122, 102905.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Malware Family 100%
  • Operating Environment 50%
  • Detecting Malware 25%
  • Assembly Instruction 25%
  • Relationship Information 25%
  6 引用 （Scopus）

• Generating adversarial examples via enhancing latent spatial features of benign traffic and preserving malicious functions

  Zhang, R., Luo, S., Pan, L., Hao, J. & Zhang, J., 14 6月 2022, 在: Neurocomputing. 490, 页码 413-430 18 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Adversarial Example 100%
  • Neural Network 100%
  • Experimental Result 10%
  • Neural Network Model 10%
  • Feature Space 10%
  10 引用 （Scopus）

• Rule extraction from biased random forest and fuzzy support vector machine for early diagnosis of diabetes

  Hao, J., Luo, S. & Pan, L., 12月 2022, 在: Scientific Reports. 12, 1, 9858.

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Support Vector Machine 100%
  • Random Decision Forest 100%
  • Rule Extraction 100%
  • Interpretability 66%
  • Machine Learning 33%
  16 引用 （Scopus）

• 基于抽象汇编指令的恶意软件家族分类方法

  Li, Y., Luo, S., Hao, J. & Pan, L., 2月 2022, 在: Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics. 48, 2, 页码 348-355 8 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Instruction Sequence 100%
  2 引用 （Scopus）

• 面向多目标参数整定的协同深度强化学习方法

  Luo, S., Wei, J., Liu, X. & Pan, L., 9月 2022, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 42, 9, 页码 969-975 7 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Knowledge Making 100%
• 2021

  An FPGA Implementation of Rapid Switch Module for EtherCAT Slave Controller

  Gong, J., Zhou, Y. & Luo, S., 2021, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, 页码 543-552 10 页码 (Lecture Notes on Data Engineering and Communications Technologies; 卷 88).

  科研成果: 书/报告/会议事项章节 › 章节 › 同行评审

  • Field Programmable Gate Arrays 100%
  • Programmable Logic 100%
  • Internals 14%
  • Intellectual Property Core 14%
  • Protocol Stack 14%
  2 引用 （Scopus）

• Computer-aided intelligent design using deep multi-objective cooperative optimization algorithm

  Hao, J., Luo, S. & Pan, L., 11月 2021, 在: Future Generation Computer Systems. 124, 页码 49-53 5 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Cooperative 100%
  • Multiobjective Optimization 100%
  • Deep Neural Network 100%
  • Tasks 50%
  • Perceptron 50%
  29 引用 （Scopus）

• HAN-BSVD: A hierarchical attention network for binary software vulnerability detection

  Yan, H., Luo, S., Pan, L. & Zhang, Y., 9月 2021, 在: Computers and Security. 108, 102286.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Attention Hierarchical Network 100%
  • Software Vulnerability 100%
  • Vulnerability Detection 100%
  • Preprocessor 20%
  • Single Instruction 20%
  17 引用 （Scopus）

• Improving GAN with inverse cumulative distribution function for tabular data synthesis

  Li, B., Luo, S., Qin, X. & Pan, L., 7 10月 2021, 在: Neurocomputing. 456, 页码 373-383 11 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Neural Network 100%
  • Auxiliaries 100%
  • Data Synthesis 100%
  • Cumulative Distribution Function 100%
  • Distribution Function 100%
  9 引用 （Scopus）

• Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams

  Luo, S., Zhao, W. & Pan, L., 10月 2021, 在: Neural Processing Letters. 53, 5, 页码 3783-3799 17 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Weak Classifier 100%
  • Concept Drift 100%
  • Gradient Boosting 50%
  1 引用 （Scopus）

• Self-selective attention using correlation between instances for distant supervision relation extraction

  Zhou, Y., Pan, L., Bai, C., Luo, S. & Wu, Z., 10月 2021, 在: Neural Networks. 142, 页码 213-220 8 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Labeled Instance 100%
  • Semantic Vector 33%
  25 引用 （Scopus）

• Syscall-BSEM: Behavioral semantics enhancement method of system call sequence for high accurate and robust host intrusion detection

  Zhang, Y., Luo, S., Pan, L. & Zhang, H., 12月 2021, 在: Future Generation Computer Systems. 125, 页码 112-126 15 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Intrusion Detection 100%
  • System Calls 100%
  • Semantic Feature 20%
  • Feature Extraction 20%
  • Machine Learning 20%
  11 引用 （Scopus）

• 结合加权KNN和自适应牛顿法的稳健Boosting方法

  Luo, S., Zhao, W. & Pan, L., 1月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 1, 页码 112-120 9 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • k-Nearest Neighbors Algorithm 100%
  • Combining Method 100%
  • Newton's Method 100%
  • Learning System 100%
  • Misclassified Sample 100%
  3 引用 （Scopus）

• 结合类属特征及因果发现的序列优化分类器链

  Luo, S., Wang, H. & Pan, L., 12月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 12, 页码 1293-1299 7 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Optimization Sequence 100%
  • Chain Algorithm 16%

• 面向信息与通信技术供应链网络画像构建的文本语义匹配方法

  Luo, S., Yang, J., Pan, L. & Wu, Z., 8月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 8, 页码 864-872 9 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Product Introduction 100%
  • Technology Project 33%
  2 引用 （Scopus）

• 融合多级语义特征的双通道GAN事件检测方法

  Pan, L., Li, X., Luo, S. & Wu, Z., 3月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 3, 页码 295-302 8 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Event Detection 100%
  • Level Event 75%
  • Attention (Machine Learning) 25%
  • Information Retrieval 25%
  • Detection Method 25%
  3 引用 （Scopus）

• 融合序列语法知识的卷积-自注意力生成式摘要方法

  Luo, S., Wang, R., Wu, Q., Pan, L. & Wu, Z., 1月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 1, 页码 93-101 9 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Abstractive Summarization 100%
  1 引用 （Scopus）

• 融合样本相似性的弱监督多标签分类

  Luo, S., Wang, H., Pan, L. & Sun, X., 7月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 7, 页码 745-751 7 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Machine Learning 100%
  • Supervised Learning 100%
  • Method Parameter 100%
  1 引用 （Scopus）

• 融合子集特征级联预学习的封装方法研究

  Pan, L., Tong, T., Luo, S. & Qin, X., 11月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 11, 页码 1201-1206 6 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Evaluation Models 100%
  • Search Algorithm 100%
  • Interpretability 33%
  • Classification Performance 33%
  • Machine Learning 33%
  1 引用 （Scopus）

• 稳健边界强化GMM-SMOTE软件缺陷检测方法

  Luo, S., Su, X. & Pan, L., 3月 2021, 在: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 3, 页码 303-310 8 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Detection Method 100%
  • Software Defect 100%
  • Defect Detection 100%
  • Defects 60%
  • Experimental Result 20%
  1 引用 （Scopus）
• 2020

  A blockchain-based architecture for secure vehicular Named Data Networks

  Khelifi, H., Luo, S., Nour, B., Moungla, H., Ahmed, S. H. & Guizani, M., 9月 2020, 在: Computers and Electrical Engineering. 86, 106715.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Caching Feature 100%
  • Flooding Attack 100%
  • Forwarding Plane 100%
  48 引用 （Scopus）

• AIT: A method for operating system kernel function call graph generation with a virtualization technique

  Jiao, L., Luo, S., Liu, W. & Pan, L., 31 5月 2020, 在: KSII Transactions on Internet and Information Systems. 14, 5, 页码 2084-2100 17 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Kernel and Operating System 100%

• Chinese Named Entity Recognition with Character-Level BLSTM and Soft Attention Model

  Yin, J., Luo, S., Wu, Z. & Pan, L., 1 3月 2020, 在: Journal of Beijing Institute of Technology (English Edition). 29, 1, 页码 60-71 12 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Named Entity Recognition 100%
  • Long Short-Term Memory Network 20%
  • Good Performance 20%
  • Extracted Feature 20%
  • Conditional Random Field 20%
  5 引用 （Scopus）

• Co-attention hierarchical network: Generating coherent long distractors for reading comprehension

  Zhou, X., Luo, S. & Wu, Y., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, 页码 9725-9732 8 页码 (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

  科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

  • Experimental Result 100%
  • Deep Understanding 100%
  • Art Performance 100%
  • Hierarchical Architecture 100%
  • Attention Hierarchical Network 100%
  22 引用 （Scopus）

• Deep supervised learning with mixture of neural networks

  Hu, Y., Luo, S., Han, L., Pan, L. & Zhang, T., 1月 2020, 在: Artificial Intelligence in Medicine. 102, 101764.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Neural Network 100%
  • Deep Neural Network 100%
  • Supervised Learning 100%
  • Gating Network 28%
  10 引用 （Scopus）

• DSP-TMM: A Robust Cluster Analysis Method Based on Diversity Self-Paced T-Mixture Model

  Pan, L., Qin, X. & Luo, S., 12月 2020, 在: Journal of Beijing Institute of Technology (English Edition). 29, 4, 页码 531-543 13 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Conditional Expectation 100%
  1 引用 （Scopus）