Publications

• I. Conference Papers (5)
  • [1] Wang Fei, Liu Kai, Ding Zhaoyun, Liu Bin, Zhao Yu. Ontology-Based APT Attack Detection and Defense Countermeasures[C]//2022 International Conference on High Performance Big Data and Intelligent Systems (HDIS). IEEE, 2022: 27-33. (EI, IEEE, CCF C)
  • [2] Zhaoyun Ding, Kai Liu , Wenhao Wang, and Bin Liu. A Semantic Textual Similarity Calculation Model Based on Pre-training Model. The 14th International Conference on Knowledge Science, Engineering and Management (KSEM 2021). Springer, Cham, 2021: 3-15. (EI, CCF C, 通讯作者).
  • [3] Ding Z, Liu L, Yu D, Huang S, Zhang H, Liu K. Detection of Anomaly User Behaviors Based on Deep Neural Networks[C]. 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). IEEE, 2021: 1240-1245.(EI, CCF C)
  • [4] Kai Liu , Yun Zhou, Qingyong Wang, Xianqiang Zhu. Vulnerability Severity Prediction with Deep Neural Network. The 5th International Conference on Big Data and Information Analytics (BigDIA).IEEE, 2019: 114-119. Kunming, China, 8-10 July 2019.（EI, IEEE）
  • [5] Zhaoju Zhu, Shaochun Sui, Jie Sun, Jianfeng Li, Kai Liu. Investigation on drilling performance of titanium alloy Ti6Al4V based on response surface method. Proceedings of the ASME 2017 12th International Manufacturing Science and Engineering Conference MSEC2017, June 4-8, 2017, Los Angeles, CA, USA.
• II. Journal Articles (12)
  • [6] Zhaoyun Ding; Fei Wang; Fan Wu; Lehai Xin; Kai Liu; Deqi Cao.Overlapping Entity Relation Extraction for Cybersecurity Based on Complex Tagging and Rule-Enhanced Prompt Learning[J]. IEEE Transactions on Cognitive Communications and Networking, 2024. (EI)
  • [7] Liu K , Wang Y, Ding Z, Li A, Zhang W. BVTED: A Specialized Bilingual (Chinese–English) Dataset for Vulnerability Triple Extraction Tasks[J]. Applied Sciences. 2024; 14(16):7310. https://doi.org/10.3390/app14167310 (SCIE, JCR-Q1, IF=2.5)
  • [8] Li K, Zhu C, Pan X, Xu L, Liu K. A Mission Planning Method for Long-Endurance Unmanned Aerial Vehicles: Integrating Heterogeneous Ground Control Resource Allocation[J]. Drones. 2024; 8(8):385. https://doi.org/10.3390/drones8080385 (SCI, JCR-Q1, IF=4.4)
  • [9] Fei Wang; Zhaoyun Ding; Kai Liu ; Lehai Xin; Yu Zhao; Yun Zhou. Multi-Relation Extraction for Cybersecurity Based on Ontology Rule-Enhanced Prompt Learning[J]. Electronics. 2024; 13(12), 2379. https://doi.org/10.3390/electronics13122379 (SCIE, JCR-Q2, IF 2.690)
  • [10] Zhengfei Yu, Hao Zuo, Lin Wang, Hao Yang, Kai Liu, Yun Zhou, Weiming Zhang. Ts-Gad: Two Stage Graph Anomaly Detection Approach Based on Graph Auto-Encoder[J]. Available at SSRN 4263883. (SCI)
  • [11] Liu K, Wang F, Ding Z, Liang S, Yu Z, Zhou Y. Recent Progress of Using Knowledge Graph for Cybersecurity. Electronics. 2022; 11(15):2287. https://doi.org/10.3390/electronics11152287. (SCIE, JCR-Q2, IF 2.690, also accepted by CCF NCCA 2022)
  • [12] Zhaoyun Ding, Kai Liu, Bin Liu, Xixi Zhu. Survey of cyber security knowledge graph[J]. J. Huazhong Univ．of Sci．& Tech．(Natural Science Edition):49(07):79-91. [2021-06-22]. (In Chinese: 丁兆云, 刘凯, 刘斌, 朱席席.网络安全知识图谱研究综述[J].华中科技大学学报(自然科学版):49(07):79-91. [2021-06-22].) (EI)
  • [13] Tingyang Lan, Gaojie Wang, Zhimin Wang, Kai Liu. Deep Learning Based Web Unknown Threat Detection.[J].Netinfo Security,2021(S1):218-221. (In Chinese：兰亭洋,王高杰,王智民, 刘凯.基于深度学习的Web未知威胁检测[J].信息网络安全,2021(S1):218-221.) (中文核心)
  • [14] Sivalingam Vinothkumar, Sun Jie, Yang Bin, Liu Kai, & Raju, Ramesh. Machining performance and tool wear analysis on cryogenic treated insert during end milling of ti-6al-4v alloy. Journal of Manufacturing Processes, 36, 188-196. (2018) (SCI, JCR-Q1, IF=3.462)
  • [15] Kai Liu，Jianfeng Li，Jie Sun，Zhaoju Zhu，Hualin Meng. Investigation on chip morphology and properties in drilling aluminum and titanium stack with double cone drill. The International Journal of Advanced Manufacturing Technology, 1433-3015 (2017). (SCI, JCR-Q2, IF=2.496)
  • [16] Zhaoju Zhu, Kai Liu, Jie Sun, Jianfeng Li Investigation on performance Characteristics and metallographic transformation on drilling aluminium/titanium sandwich. Journal of Sandwich Structures and Materials 0(00) 1–17 (2017) (SCI, JCR-Q1, Top Journal, IF=2.933)
  • [17] Chun Liu, Jie Sun(Professor), Kai Liu, Yawen Cui, Laixiao Lu, Bin Yang. Study on Milling Performance of Titanium Alloy Thin-Walled Parts With Polyurethane Foam Reinforcement. Journal of Aeronautical Manufacturing Technology 530 (11): 93-98 (Chinese core journal)
  • Future Papers
• III. National Invention Patents of China (6)
  • [1] Zhaoyun Ding (tutor), Kai Liu, Yongqi Pan, Weiming Zhang, Yun Zhou, etc. Cybersecurity knowledge extraction method and device based on one shot learning. 2021-1-15 Patent No.: CN111931935B
  • [2] Zhaoyun Ding (tutor), Songping Huang, Weike Liu, Kai Liu, etc. Cyberspace threat knowledge extraction method and device. 2020-08-28, No.: CN111597353A
  • [3] Yun Zhou, Peichao Wang, Xianqiang Zhu, Baodan Sun, Kai Liu. A method and system for evaluating the risk of Web attack on Information System. Patent No.: CN201811472325.4
  • [4] Kai Guo, Zhaoju Zhu, Jie Sun, Kai Liu. Chip breaking bit with S-shaped blade based on logistic curve. Patent No.: ZL201610602257.3
  • [5] Jie Sun, Zhaoju Zhu, Kai Liu, Kai Guo. An integrated tool for drilling, reaming and spot facer. Patent No.: ZL201610224852.8
  • [6] Jie Sun (tutor), Kai Liu, Jianfeng Li, Zhaoju Zhu, Hualin Meng, Wanjun Kang. A kind of laminated sheet metal drilling tool with cone drill and dimple chip breaking structure. Patent No.: ZL 201710405223.X
  • Future Patents
• IV. National Utility Model Patents of China (5)
  • [1] Jie Sun (tutor), Kai Liu, Jianfeng Li, Zhaoju Zhu, Hualin Meng, Wanjun Kang. A kind of hole making integrated tool with variable spiral groove and double cone angle laminated structure. Patent No.: zl201710216075.7
  • [2] Jie Sun (tutor), Kai Liu, Jianfeng Li, Zhaoju Zhu, Hualin Meng, Wanjun Kang. A kind of laminated sheet metal drilling tool with cone drill and dimple chip breaking structure. Patent No.: zl201720619845.8
  • [3] Jie Sun (tutor), Kai Liu, Zhaoju Zhu, Kai Guo, Wanjun Kang. A double cone angle chip breaking bit. Patent No.: ZL 2016 2 1079989.0
  • [4] Jie Sun (tutor), Zhaoju Zhu, Kai Guo (tutor), Kai Liu. A chip breaking drill with step edge. Patent No.: ZL 2016 2 080116. X
  • [5] Kai Guo (tutor), Zhaoju Zhu, Jie Sun, Kai Liu. Chip breaking drill with S-shaped blade based on logistic curve. Patent No.: ZL 2016 2 080255.1
  • Future Patents

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