百晓学者学者目录

潘丽敏

北京理工大学信息与电子学院

个人简介

潘丽敏，北京理工大学信息与电子学院教师，研究方向包括互联网技术、图书情报与数字图书馆、计算机软件及计算机应用。参与编写教材（高等教育出版社，2016）和（北京理工大学出版社，2015），并发表多项学术成果，涉及网络空间安全、自然语言处理、数据合成、漏洞检测、对抗样本建模、社交机器人检测、机器生成文本检测及法律文本匹配等领域。

精选作品

期刊论文

  1. Haoran Zhang, Senlin Luo, Ning Xie, Limin Pan (2026). Precise integration of attack path and syntax logic analysis for vulnerability severity assessment. Journal of Systems and Software.DOI
  2. Zhao Zhang, Senlin Luo, Limin Pan (2026). Cross-view subgraph learning for function-level vulnerability detection. Journal of Systems and Software.DOI
  3. Xiaonan Yang, Senlin Luo, Jinjie Zhou, Deshan Yang, Limin Pan (2026). Integrating cognitive skill levels assessment cognitive diagnosis for intelligent education systems. Information Sciences.DOI
  4. Jinjie Zhou, Senlin Luo, Limin Pan, Zongyuan Yang, Xiaonan Yang, Zehao Xu (2026). High-fidelity tabular data synthesis by quantile-based distribution harmonization under extreme class imbalance. Knowledge-Based Systems.DOI
  5. Zhao Zhang, Senlin Luo, Fengtong Xing, Limin Pan (2026). A surrogate ensemble fusion framework for robust watermark extraction in black-box models. Information Fusion.DOI
  6. Jinjie Zhou, Senlin Luo, Songling Wu, Xiaonan Yang, Limin Pan, Deshan Yang (2026). Attentive pre-training question embeddings for knowledge tracing with semantically-enhanced knowledge structure and concept label-guided heterogeneous graph representation. Neural Networks.DOI
  7. Jiawei Pi, Senlin Luo, Limin Pan, Chengke Xu, Ji Zhang (2026). Stealing supervised fine tuning samples: A data extraction attack driven by token modulation and loss ratio. Knowledge-Based Systems.DOI
  8. Chenlong Zhang, Senlin Luo, Limin Pan, Dujuan Gu, Jun Yuan (2026). A new model stealing defense based on DNN retraining for decision boundary protection. Neurocomputing.DOI
  9. Jixun Wei, Jinjie Zhou, Yuanhao Men, Senlin Luo, Limin Pan (2026). High-fidelity backdoor watermark embedding framework for classification models in heterogeneous tabular data. Neurocomputing.DOI
  10. Yikang Xing, Yuanhao Men, Senlin Luo, Zongyuan Yang, Jinjie Zhou, Limin Pan (2026). Highly generalizable cross-domain machine-generated text detection. Neurocomputing.DOI
  11. Xiaonan Yang, Senlin Luo, Jinjie Zhou, Limin Pan (2026). Highly goal-oriented learning path recommendation with the forgetting curve. Applied Soft Computing.DOI
  12. Zhiyang Zhao, Limin Pan, Siyuan Shao, Senlin Luo (2026). BCI-Fuzz: Bug-triggering code innovated to fuzz deep learning libraries. Journal of Systems and Software.DOI
  13. Zhouting Wu, Senlin Luo, Limin Pan (2026). A semantics-maintained differential privacy protection for high-utility text. Knowledge-Based Systems.DOI
  14. Zhao Zhang, Senlin Luo, Liyuan Liu, Limin Pan (2026). Ache-Fuzz: Constraint-aware fuzzing for vulnerability discovery in distributed deep learning frameworks. Journal of Systems and Software.DOI
  15. Zhao Zhang, Senlin Luo, Xiaolong Wu, Xikai Gao, Jiawei Pi, Limin Pan (2026). A general and efficient approach for uncertainty quantification in neural networks: Identifying risky decisions in AI systems. Advanced Engineering Informatics.DOI
  16. Xiaonan Yang, Jinjie Zhou, Deshan Yang, Yunwei Wan, Limin Pan, Senlin Luo (2025). IBACodec: End-to-end speech codec with intra-inter broad attention. Information Processing & Management, Vol. 62, No. 3.DOI
  17. 罗森林，邵思源，赵智洋，李新帅，潘丽敏，刘峥（2025）. 网络流量对抗样本行为意图建模防御方法研究. 《北京理工大学学报》.DOI
  18. 罗森林，费泽涛，潘丽敏，吴舟婷（2025）. 利用异配及同配关系的社交机器人检测方法. 《北京理工大学学报》.DOI
  19. 罗森林，杨宗源，潘丽敏，周瑾洁，门元昊，李晔（2025）. 高可用性的跨领域机器生成文本检测方法. 《北京理工大学学报》.DOI
  20. 潘丽敏，赵智洋，邵思源，罗森林，张浩然（2025）. LLM生成计算图的深度学习模型编译器缺陷检测. 《北京理工大学学报》.DOI
  21. Chuan Lu, Senlin Luo, Limin Pan (2025). Dynamic soft isolation and restricted eviction for cache side channel attack defense. Computers & Security.DOI
  22. Yongxin Lu, Zhao Zhang, Senlin Luo, Limin Pan (2025). Android app suspicious hidden sensitive operation detection with high coverage of program execution path. Computers & Security.DOI
  23. Xiaoshuang Liu, Jinjie Zhou, Yuanhao Men, Limin Pan, Senlin Luo (2025). Practical Intelligent Automatic Train Operations which Optimize Switching Times Autonomously. Transportation Research Record Journal of the Transportation Research Board.DOI
  24. Siyuan Shao, Senlin Luo, Zhiyang Zhao, Kun Gong, Limin Pan (2025). Robust detection of unknown adversarial examples in network traffic via enhanced latent spatial distribution analysis with diffusion model. Applied Soft Computing.DOI
  25. Jiawei Li, Senlin Luo, Limin Pan, Chenlong Zhang, Zhao Zhang, Chuan Lü (2025). Layer Frozen Multi-Net & Latent Space Feature-Concealed Backdoor Samples Detection. Neural Networks.DOI
  26. Chenlong Zhang, Senlin Luo, Jiawei Li, Limin Pan, Chuan Lü (2025). Self-enhancing defense for protecting against model stealing attacks on deep learning systems. Expert Systems with Applications.DOI
  27. Deshan Yang, Limin Pan, Jinjie Zhou, Senlin Luo, Peng Luan (2025). Stealthy Backdoor Attacks on Graph Neural Networks via Relational Constraint Modeling. Computers & Electrical Engineering.DOI
  28. Zhao Zhang, Senlin Luo, Yingdan Guan, Limin Pan (2025). MPCA: Constructing the APTs provenance graphs through multi-perspective confidence and association. Information and Software Technology.DOI
  29. Chuan Lü, Senlin Luo, Limin Pan (2025). SCR-Spectre: Spectre gadget detection method with strengthened context relevance. Computers & Electrical Engineering.DOI
  30. Xinshuai Li, Senlin Luo, Limin Pan, Zhouting Wu (2024). Adapt to small-scale and long-term time series forecasting with enhanced multidimensional correlation. Expert Systems With Applications, Vol. 238.DOI
  31. Jiyuan Xing, Senlin Luo, Limin Pan, Jingwei Hao, Yingdan Guan, Zhouting Wu (2024). [Review] HGE-BVHD: Heterogeneous graph embedding scheme of complex structure functions for binary vulnerability homology discrimination. Expert Systems With Applications, Vol. 238.DOI
  32. 罗森林，董勃，潘丽敏，吴舟婷（2024）. 融合领域要素知识的多粒度法律文本匹配方法. 《北京理工大学学报》.
  33. 罗森林，程瑶，万韵伟，潘丽敏，李新帅（2024）. 少查询文本分类模型的黑盒对抗样本攻击. 《北京理工大学学报》.
  34. 潘丽敏，刘力源，罗森林，张钊（2024）. 强化学习引导模型生成的深度学习框架漏洞挖掘. 《北京理工大学学报》.
  35. 关业礼，罗森林，潘丽敏，张笈，于经纬（2024）. 强化语义一致性的差分隐私文本脱敏方法. 《信息安全研究》.
  36. Zhao Zhang, Senlin Luo, Yongxin Lu, Limin Pan (2024). Obfuscation-resilient detection of Android third-party libraries using multi-scale code dependency fusion. Information Fusion.DOI
  37. Xiaoya Liu, Senlin Luo, Zhenhao Wu, Limin Pan, Xinshuai Li (2024). Joint contrastive learning with semantic enhanced label referents for few-shot NER. Neurocomputing.DOI
  38. Yao Cheng, Senlin Luo, Yunwei Wan, Limin Pan, Xinshuai Li (2024). Strongly concealed adversarial attack against text classification models with limited queries. Neural Networks.DOI
  39. Weiguang Liu, Senlin Luo, Limin Pan, Zhao Zhang (2024). DeepCNP: An efficient white-box testing of deep neural networks by aligning critical neuron paths. Information and Software Technology.DOI
  40. Hui Pan, Senlin Luo, Xinshuai Li, Limin Pan, Zhouting Wu (2024). Meta-learning on dynamic node clustering knowledge graph for cold-start recommendation. Neurocomputing.DOI
  41. Yao Cheng, Senlin Luo, Limin Pan, Yunwei Wan, Xinshuai Li (2024). HAMIATCM: high-availability membership inference attack against text classification models under little knowledge. Applied Intelligence.DOI
  42. Chenlong Zhang, Senlin Luo, Limin Pan, Chuan Lü, Zhao Zhang (2024). Making models more secure: An efficient model stealing detection method. Computers & Electrical Engineering.DOI
  43. Linghao Zhang, Senlin Luo, Limin Pan, Zhouting Wu, Kun Gong (2024). FSD-CLCD: Functional semantic distillation graph learning for cross-language code clone detection. Engineering Applications of Artificial Intelligence.DOI
  44. Kun Gong, Senlin Luo, Limin Pan, Linghao Zhang, Yifei Zhang, Haomiao Yu (2024). LogETA: Time-aware cross-system log-based anomaly detection with inter-class boundary optimization. Future Generation Computer Systems.DOI
  45. Lingdi Kong, Senlin Luo, Limin Pan, Zhouting Wu, Xinshuai Li (2024). A multi-type vulnerability detection framework with parallel perspective fusion and hierarchical feature enhancement. Computers & Security.DOI
  46. Chengcheng Cai, Limin Pan, Xinshuai Li, Senlin Luo, Zhouting Wu (2023). A risk identification model for ICT supply chain based on network embedding and text encoding. Expert Systems With Applications, Vol. 228.DOI
  47. 罗森林，张睿智，潘丽敏，吴舟婷（2023）. 多标签小样本实例级注意力原型网络分类方法. 《北京理工大学学报》.
  48. 罗森林，林朝坤，潘丽敏，吴舟婷（2023）. 结合原型网络的远程监督命名实体识别方法. 《北京理工大学学报》.
  49. 罗森林，鲁帅，张毅飞，潘丽敏（2023）. 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. 《北京理工大学学报》.
  50. Yifei Zhang, Senlin Luo, Hangyi Wu, Limin Pan (2023). Antibypassing Four-Stage Dynamic Behavior Modeling for Time-Efficient Evasive Malware Detection. IEEE Transactions on Industrial Informatics.DOI
  51. Jingwei Hao, Senlin Luo, Limin Pan (2023). A novel vulnerability severity assessment method for source code based on a graph neural network. Information and Software Technology.DOI
  52. Jingwei Hao, Senlin Luo, Limin Pan (2023). Byte-Level Function-Associated Method for Malware Detection. Computer Systems Science and Engineering.DOI
  53. Deshan Yang, Senlin Luo, Jinjie Zhou, Limin Pan, Xiaonan Yang, Jiyuan Xing (2023). Efficient and persistent backdoor attack by boundary trigger set constructing against federated learning. Information Sciences.DOI
  54. Jingwei Hao, Senlin Luo, Limin Pan, C. Chen (2023). VD-HEN: Capturing Semantic Dependencies for Source Code Vulnerability Detection With a Hierarchical Embedding Network. Computer.DOI
  55. 罗森林，魏继勋，刘晓双，潘丽敏（2022）. 面向多目标参数整定的协同深度强化学习方法. 《北京理工大学学报》.
  56. 李玉，罗森林，郝靖伟，潘丽敏（2022）. 基于抽象汇编指令的恶意软件家族分类方法. 《北京航空航天大学学报》.
  57. 陈传涛，潘丽敏，龚俊，马勇，罗森林（2022）. 基于抽象语法树压缩编码的漏洞检测方法. 《信息安全研究》.
  58. 郝靖伟，潘丽敏，李蕊，杨鹏，罗森林（2022）. Android恶意软件检测低冗余特征选择方法. 《北京航空航天大学学报》.
  59. 郝靖伟，罗森林，张寒青，杨鹏，潘丽敏（2022）. Android恶意APP多视角家族分类方法. 《北京航空航天大学学报》.
  60. Jingwei Hao, Senlin Luo, Limin Pan (2022). EII-MBS: Malware family classification via enhanced adversarial instruction behavior semantic learning. Computers & Security.DOI
  61. Jingwei Hao, Senlin Luo, Limin Pan (2022). Rule extraction from biased random forest and fuzzy support vector machine for early diagnosis of diabetes. Scientific Reports.DOI
  62. Xinshuai Li, Limin Pan, Yanru Zhou, Zhouting Wu, Senlin Luo (2022). A Temporal–Spatial network embedding model for ICT supply chain market trend forecasting. Applied Soft Computing.DOI
  63. 潘丽敏，李筱雅，罗森林，吴舟婷（2021）. 融合多级语义特征的双通道GAN事件检测方法. 《北京理工大学学报》.DOI
  64. 罗森林，赵惟肖，潘丽敏（2021）. 结合加权KNN和自适应牛顿法的稳健Boosting方法. 《北京理工大学学报》.DOI
  65. 罗森林，杨俊楠，潘丽敏，吴舟婷（2021）. 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. 《北京理工大学学报》.DOI
  66. 罗森林，苏霞，潘丽敏（2021）. 稳健边界强化GMM-SMOTE软件缺陷检测方法. 《北京理工大学学报》.DOI
  67. 潘丽敏，佟彤，罗森林，秦枭喃（2021）. 融合子集特征级联预学习的封装方法研究. 《北京理工大学学报》.DOI
  68. 罗森林，王海州，潘丽敏，孙晓光（2021）. 融合样本相似性的弱监督多标签分类. 《北京理工大学学报》.DOI
  69. 罗森林，王睿怡，吴倩，潘丽敏，吴舟婷（2021）. 融合序列语法知识的卷积-自注意力生成式摘要方法. 《北京理工大学学报》.DOI
  70. 罗森林，王海州，潘丽敏（2021）. 结合类属特征及因果发现的序列优化分类器链. 《北京理工大学学报》.
  71. 陈传涛，潘丽敏，罗森林，王子文（2021）. 基于FGSM样本扩充的模型窃取攻击方法研究. 《信息安全研究》.
  72. Yanru Zhou, Senlin Luo, Limin Pan, Lu Liu, Dandan Song (2021). Continuous temporal network embedding by modeling neighborhood propagation process. Knowledge-Based Systems.DOI
  73. Yifei Zhang, Senlin Luo, Limin Pan, Hanqing Zhang (2021). Syscall-BSEM: Behavioral semantics enhancement method of system call sequence for high accurate and robust host intrusion detection. Future Generation Computer Systems.DOI
  74. Ban Li, Senlin Luo, Xiaonan Qin, Limin Pan (2021). Improving GAN with inverse cumulative distribution function for tabular data synthesis. Neurocomputing.DOI
  75. Yan Han, Senlin Luo, Limin Pan, Yifei Zhang (2021). HAN-BSVD: A hierarchical attention network for binary software vulnerability detection. Computers & Security.DOI
  76. Yanru Zhou, Limin Pan, Chongyou Bai, Senlin Luo, Zhouting Wu (2021). Self-selective attention using correlation between instances for distant supervision relation extraction. Neural Networks.DOI
  77. Rongqian Zhang, Senlin Luo, Limin Pan, Jingwei Hao, Zhang Ji (2021). Generating adversarial examples via enhancing latent spatial features of benign traffic and preserving malicious functions. Neurocomputing.DOI
  78. Jingwei Hao, Senlin Luo, Limin Pan (2021). Computer-aided intelligent design using deep multi-objective cooperative optimization algorithm. Future Generation Computer Systems.DOI
  79. 罗森林，郝靖伟，潘丽敏（2020）. 基于CNN-BiLSTM的自动睡眠分期方法. 《北京理工大学学报》.DOI
  80. 罗森林，李东超，吴舟婷，潘丽敏，吴倩（2020）. 融合时序文本与高阶交互拓扑的在线抗议预测. 《北京理工大学学报》.DOI
  81. 焦龙龙，罗森林，刘望桐，潘丽敏（2020）. 结合路径标签和数据变异的模糊测试关键数据定位方法. 《北京理工大学学报》.DOI
  82. 罗森林，孙志鹏，潘丽敏（2020）. 软聚类节点分裂层次模型. 《北京理工大学学报》.DOI
  83. 佟彤，罗森林，潘丽敏，张铁梅（2020）. 基于深度森林的量表数据挖掘方法. 《电子设计工程》.DOI
  84. 李蕊，潘丽敏，郝靖伟，张寒青，罗森林，吴倩（2020）. 高准确度网络安全意识个体评估及群体指数构建方法. 《北京理工大学学报》.DOI
  85. 侯留洋，罗森林，潘丽敏，张笈（2020）. 融合多特征的Android恶意软件检测方法. 《信息网络安全》.
  86. Longlong Jiao, Senlin Luo, Wangtong Liu, Limin Pan (2020). AIT: A method for operating system kernel function call graph generation with a virtualization technique. KSII Transactions on Internet and Information Systems.DOI
  87. 焦龙龙，罗森林，曹伟，潘丽敏，张笈（2019）. 变异策略动态构建的模糊测试数据生成方法. 《北京理工大学学报》.DOI
  88. 刘宇，罗森林，曲乐炜，潘丽敏，张笈（2019）. 全特征信息均衡建模的内部威胁人物检测. 《浙江大学学报(工学版)》.
  89. 王睿怡，罗森林，吴舟婷，潘丽敏（2019）. 深度学习在汉语语义分析的应用与发展趋势. 《计算机技术与发展》.
  90. 柯懂湘，潘丽敏，罗森林，张寒青（2019）. 基于随机森林算法的Android恶意行为识别与分类方法. 《浙江大学学报(工学版)》.
  91. 刘望桐，罗森林，闫广禄，潘丽敏，QAMAS GUL KHAN SAFI（2019）. 虚拟化平台构建操作系统函数调用关系方法. 《吉林大学学报(信息科学版)》.DOI
  92. 潘丽敏，罗森林（2019）. 网络空间安全高质量研究型专业教材体系研究. 《高等理科教育》.
  93. 宋言言，罗森林，尚海，潘丽敏，张笈（2019）. 函数Native化的Android APP加固方法. 《浙江大学学报(工学版)》.
  94. Xiaoshuang Liu, Senlin Luo, Limin Pan (2019). Robust boosting via self-sampling. Knowledge-Based Systems.DOI
  95. Xiaoshuang Liu, Senlin Luo, Ping Zeng, Huan Gong, Yan Zhang, Enyi Zhang, Yiwen Han, Limin Pan, Jing Pang, Tiemei Zhang (2019). Characteristics of decline in cognition and locomotion among the elderly in seven provinces of China. Aging Medicine.DOI
  96. Yaxian Hu, Senlin Luo, Longfei Han, Limin Pan, Tiemei Zhang (2019). Deep supervised learning with mixture of neural networks. Artificial Intelligence in Medicine.DOI
  97. Chongyou Bai, Limin Pan, Senlin Luo, Zhouting Wu (2019). Joint extraction of entities and relations by a novel end-to-end model with a double-pointer module. Neurocomputing.DOI
  98. Xiaoxiao Yuan, Limin Pan, Senlin Luo (2019). Binary Fuzz Testing Method Based on LSTM. IOP Conference Series Materials Science and Engineering.DOI
  99. Jingwei Hao, Senlin Luo, Limin Pan (2019). A Novel Sleep Staging Algorithm Based on Hybrid Neural Network. IEEE International Conference on Electronics Information and Emergency Communication.DOI
  100. Ruiyi Wang, Senlin Luo, Limin Pan, Zhouting Wu, Yujiao Yuan, Qianrou Chen (2019). Microblog summarization using Paragraph Vector and semantic structure. Computer Speech & Language.DOI
  101. Hanqing Zhang, Senlin Luo, Yifei Zhang, Limin Pan (2019). An Efficient Android Malware Detection System Based on Method-Level Behavioral Semantic Analysis. IEEE Access.DOI
  102. Yuan Wei, Senlin Luo, Jianwei Zhuge, Jing Gao, Ennan Zheng, Bo Li, Limin Pan (2019). ARG: Automatic ROP Chains Generation. IEEE Access.DOI
  103. 闫广禄，罗森林，刘望桐，潘丽敏（2018）. 高可靠In-VM隐藏进程对抗检测方法. 《北京理工大学学报》.
  104. 焦龙龙，罗森林，丁庸，潘丽敏，张笈（2018）. 基于二进制熵的加解密函数定位方法. 《北京理工大学学报》.
  105. 罗森林，毛焱颖，潘丽敏，陈倩柔，魏超（2018）. 扩展语义相似情感词的文本情感分类方法. 《北京理工大学学报》.
  106. 潘丽敏，罗森林，张笈，王越（2018）. 网络空间安全学科专业研究型教学框架及基础认知. 《信息安全研究》.
  107. 焦龙龙，罗森林，刘望桐，潘丽敏，张笈（2018）. 基于遗传算法的二进制程序模糊测试方法. 《浙江大学学报(工学版)》.
  108. 潘丽敏，罗森林，王越（2018）. 网络空间安全创新实践教育教学方法研究. 《信息安全研究》.
  109. Qamas Gul Khan Safi, Senlin Luo, Limin Pan, Wangtong Liu, Guangluo Yan (2018). Secure authentication framework for cloud-based toll payment message dissemination over ubiquitous VANETs. Pervasive and Mobile Computing.DOI
  110. Qamas Gul Khan Safi, Senlin Luo, Limin Pan, Wangtong Liu, Rasheed Hussain, Safdar Hussain Bouk (2018). SVPS: Cloud-based smart vehicle parking system over ubiquitous VANETs. Computer Networks.DOI
  111. Chao Wei, Senlin Luo, Limin Pan, Zhouting Wu, Ji Zhang, Qamas Gul Khan Safi (2018). Locally weighted embedding topic modeling by markov random walk structure approximation and sparse regularization. Neurocomputing.DOI
  112. Qamas Gul Khan Safi, Senlin Luo, Chao Yi Wei, Limin Pan, Guanglu Yan (2017). Cloud-based security and privacy-aware information dissemination over ubiquitous VANETs. Computer Standards & Interfaces.DOI
  113. Wangtong Liu, Senlin Luo, Yu Liu, Limin Pan, Qamas Gul Khan Safi (2017). A kernel stack protection model against attacks from kernel execution units. Computers & Security.DOI
  114. Qamas Gul Khan Safi, Senlin Luo, Chao Yi Wei, Limin Pan, Qianrou Chen (2017). PIaaS: Cloud-oriented secure and privacy-conscious parking information as a service using VANETs. Computer Networks.DOI
  115. Chao Yi Wei, Senlin Luo, Jia Guo, Zhouting Wu, Limin Pan (2017). Discriminative locally document embedding: Learning a smooth affine map by approximation of the probabilistic generative structure of subspace. Knowledge-Based Systems.DOI
  116. 罗森林，白建敏，潘丽敏，韩磊，孟强（2016）. 融合句义特征的多文档自动摘要算法研究. 《北京理工大学学报》.
  117. 郭亮，罗森林，潘丽敏（2016）. 基于相似度匹配的网络协议语法分析方法. 《北京理工大学学报》.
  118. 谢尔曼，罗森林，潘丽敏（2016）. 2D-Haar声学特征超向量快速生成方法. 《北京理工大学学报》.
  119. Longfei Han, Senlin Luo, Huaiqing Wang, Limin Pan, Xincheng Ma, Tiemei Zhang (2016). An Intelligible Risk Stratification Model Based on Pairwise and Size Constrained Kmeans. IEEE Journal of Biomedical and Health Informatics.DOI
  120. Chao Wei, Senlin Luo, Xincheng Ma, Hao Ren, Ji Zhang, Limin Pan (2016). Locally Embedding Autoencoders: A Semi-Supervised Manifold Learning Approach of Document Representation. PLoS ONE.DOI
  121. 罗森林，张驰，周梦婷，潘丽敏（2015）. 基于时间Petri网的渗透测试攻击模型研究. 《北京理工大学学报》.
  122. 罗森林，闫广禄，潘丽敏，冯帆，刘昊辰（2015）. 基于劫持内核入口点的隐藏进程检测方法. 《北京理工大学学报》.
  123. Guanglu Yan, Senlin Luo, Fan Feng, Limin Pan, Qamas Gul Khan Safi (2015). MOSKG: countering kernel rootkits with a secure paging mechanism. Security and Communication Networks.DOI
  124. 王倩，罗森林，韩磊，潘丽敏（2014）. 基于谓词及句义类型块的汉语句义类型识别. 《中文信息学报》.
  125. 谢尔曼，罗森林，潘丽敏（2014）. 基于2D-Haar声学特征的大规模说话人识别方法. 《北京理工大学学报》.
  126. 罗森林，王坤，谢尔曼，潘丽敏，李金玉（2014）. 融合GMM及SVM的特定音频事件高精度识别方法. 《北京理工大学学报》.
  127. Senlin Luo, Longfei Han, Ping Zeng, Feng Chen, Limin Pan, Shu Wang, Tiemei Zhang (2014). A Risk Assessment Model for Type 2 Diabetes in Chinese. PLoS ONE.DOI
  128. Senlin Luo, Songjing Chen, Limin Pan, Tiemei Zhang, Longfei Han, Yue Wang, Qamas Gul Khan Safi (2014). Exploring the effects of intervention for those at high risk of developing type 2 diabetes using a computer simulation. Computers in Biology and Medicine.DOI
  129. Longfei Han, Senlin Luo, Jianmin Yu, Limin Pan, Songjing Chen (2014). Rule Extraction From Support Vector Machines Using Ensemble Learning Approach: An Application for Diagnosis of Diabetes. IEEE Journal of Biomedical and Health Informatics.DOI
  130. Songjing Chen, Senlin Luo, Limin Pan, Tiemei Zhang, Longfei Han, Haixiu Zhao (2014). Quantitative influence of risk factors on blood glucose level. Bio-Medical Materials and Engineering.DOI
  131. 罗森林，韩磊，潘丽敏，冯扬，刘盈盈（2013）. 汉语句义结构模型及其验证. 《北京理工大学学报》.
  132. 陈功，罗森林，陈开江，冯扬，潘丽敏（2012）. 结合结构下文及词汇信息的汉语句法分析方法. 《中文信息学报》.
  133. Limin Pan (2012). Method for Layered Chinese Parsing Based on Subsidiary Context and Lexical Information. Zhongwen xinxi xuebao.
  134. 罗森林，李金玉，潘丽敏（2011）. 特定类型音频流泛化识别方法. 《北京理工大学学报》.
  135. 罗森林，马舒洁，梁静，潘丽敏，冯杨（2011）. 基于子镜头聚类方法的关键帧提取技术. 《北京理工大学学报》.
  136. Limin Pan, Liang Chen, Jian Wu (2011). Skyline web service selection with MapReduce. International Conference on Computer Science and Service System.DOI
  137. Limin Pan, Liang Chen, Jian Hui, Jian Wu (2011). QoS-Based Distributed Service Selection in Large-Scale Web Services. IEEE International Conference on Services Computing.DOI
  138. Limin Pan (2011). A Generic Method of Recognizing Specific Type Audio Stream. Transactions of Beijing Institute of Technology.
  139. 马舒洁，罗森林，潘丽敏，谢尔曼（2010）. 基于镜头组权重的MTV摘要自动提取方法. 《通信学报》.
  140. 冯扬，罗森林，潘丽敏，刘莉莉，陈开江（2010）. 基于概念簇的文本向量构建方法. 《通信学报》.
  141. 冯扬，罗森林，王丽萍，潘丽敏（2010）. 一种新的自适应镜头边界检测算法. 《北京理工大学学报》.
  142. Bin Liu, Senlin Luo, Limin Pan, Yunjie Liu, Ming-de Ye, Tiemei Zhang (2010). New Method of Judging Sub-Health State Based on Rough Sets and BP Neural Network.DOI
  143. Senlin Luo, Bin Liu, Limin Pan, Ming-de Ye, Zhaoyuan Ma, Tiemei Zhang (2010). New Method of Remedying Missing Values Based on Support Vector Regression Model.DOI
  144. Feng Yang, Luo Sen-Lin, Limin Pan, Lili Liu, Chen Kai-Jiang (2010). A New Method to Compute Chinese Text Concept. International Workshop on Education Technology and Computer Science.DOI
  145. 牛滨，孔令志，罗森林，潘丽敏，郭亮（2009）. 基于MFCC和GMM的个性音乐推荐模型. 《北京理工大学学报》.
  146. Yang Feng, Senlin Luo, Limin Pan, Yue Wang, Yao-Wei Wang (2009). New Method of Character Relations Auto-Extraction. International Conference on Information Engineering and Computer Science.DOI
  147. Yang Feng, Senlin Luo, Limin Pan (2006). An Extensive Method to Detect the Image Digital Watermarking Based on the Known Template. Lecture notes in computer science.DOI
  148. 罗森林，潘丽敏（2004）. 一种信息系统对抗过程模型的建立. 《通信学报》.
  149. Limin Pan (2004). The establishment of one kind of countermeasure processing model of information system. Journal of China Institute of Communications.

预印本

  1. Jiawei Pi, Senlin Luo, Limin Pan, Yuhang Yang, Ji Zhang (2026). Extracting Privacy from Text Embeddings: A Model Inversion Attack via Semantic Correction and Low-Frequency Entities Preservation. SSRN Electronic Journal.DOI
  2. Yiqing Zhao, Senlin Luo, Limin Pan, Xikai Gao, Chengjun Xu, Jiawei Pi (2025). Adjacent Layer Evolutionary Difference and Semi-supervised Label Purification Backdoor Defense. SSRN Electronic Journal.DOI
  3. Chongwie Xie, Senlin Luo, Jinjie Zhou, Chenggang Cui, Limin Pan (2023). Multi-Scale Constrained Deep Embedded Clustering. SSRN Electronic Journal.DOI
  4. Ruizhi Zhang, Senlin Luo, Limin Pan, Yong Ma, Zhouting Wu (2022). Strengthened Multiple Correlation for Complex Multi-Label Few-Shot Intent Detection. SSRN Electronic Journal.DOI

书籍章节

  1. Senlin Luo, Limin Pan (2026). Big Data and Internet of Things (IoT). Big data management.DOI
  2. Senlin Luo, Limin Pan (2026). Big Data and Cybersecurity. Big data management.DOI
  3. Senlin Luo, Limin Pan (2026). Big Data and Medical Information Processing. Big data management.DOI
  4. Senlin Luo, Limin Pan (2026). Core Architecture of Big Data Analysis. Big data management.DOI
  5. Senlin Luo, Limin Pan (2026). Big Data and Natural Language Processing (NLP). Big data management.DOI
  6. Senlin Luo, Limin Pan (2026). Big Data Analysis and Computational Models. Big data management.DOI
  7. Senlin Luo, Limin Pan (2026). Fundamentals of Big Data Analysis. Big data management.DOI

书籍

  1. Senlin Luo, Limin Pan (2026). Big Data Analysis. Big data management.DOI

研究方向

互联网技术图书情报与数字图书馆计算机软件及计算机应用

此主页由公开资料整理，尚未经学者本人认领。