个人简介： 2011年韩国培才大学计算机工学院博士毕业。曾在企业从事CMOS Image Sensor研发及运营工作多年，2017年到化工大学，主要从事智能优化算法、交通路径规划、交通信号控制、智慧医疗辅助诊断等研究工作。先后在国家自然科学基金委、韩国科学技术信息研究院兼职及从事研究工作。主持及参与科技部国际合作计划项目、国家自然科学基金项目4项。主持完成辽宁省科技厅面上基金1项，辽宁省教育厅青年基金，面上基金各1项。目前已在国内外期刊和会议上发表20余篇文章，其中多篇被SCI、EI期刊收录。获批实用新型专利4项，软件授权6项。培养研究生13名。 个人业绩（近五年）： 1、主持的主要科研项目清单 科技部国际合作司，2020年中韩青年科学家交流计划项目，国科外[2020]12号-2，基于物联网技术的大型建筑火灾动态监控系统应用研究，2021-04至2022-04，18万元，在研，主持。 辽宁省科技厅，自然科学基金面上项目，2021-MS-259，突发事件应急路径规划与仿真应用研究，2021-08至2023-07，5万元，在研，主持。 辽宁省教育厅，青年育苗项目，LQ2020020，大型建筑物火情监控预警与应急疏散调度研究，2020-09至2022-08，3万元，在研，主持。 国家自然科学基金委员会合作基金项目, 62273339, 面向海洋中光层的目标检测与跟踪算法研究, 2023- 01-01 至 2026-12-31, 10.8万元, 在研, 参与。 科技部外国专家局, 外国专家项目“高端外国专家引进计划”, G2022006008L, 面向Qos的工业物联网感知层核心技术研究, 2022-08 至 2023-12, 40万元, 在研, 参与。 2、发表的高水平论文 [1] KERANG CAO, YARU LIU, LINI DUAN, SEN XU, AND HOEKYUNG JUNG,Research on Regional Traffic Flow Prediction Based on MGCN-WOALSTM.IEEE ACCESS.VOLUME 11, 2023. [2] Kerang Cao, Liwei Wang, Shuo Zhang, Lini Duan, Guimin Jiang, Stefano Sfarra, Hai Zhang and Hoekyung Jung,Optimization Control of Adaptive Traffic Signal with Deep Reinforcement Learning.Electronics 2024, 13, 198. [3] Kerang Cao,Yuqing Liu , Lini Duan,and Tian Xie,Adaptive Residual Channel Attention Network for Single Image Super-Resolution. Scientific Programming. 2020.08. [4] Kerang Cao,Xin Chen,Kwang-nam Choi, Yage Liang, Qian Miao and Xingong Zhang,A Note on Multimachine Scheduling with Weighted Early/Late Work Criteria and Common Due Date.Mathematical Problems in Engineering,2021.04. [5] Lini Duan ,Yuanyuan Liu,Haiyan Li,Kyung-Hye Park and Kerang Cao*,Nondominated Sorting Differential Evolution Algorithm to Solve the Biobjective Multi-AGV Routing Problem in Hazardous Chemicals Warehouse.Mathematical Problems in Engineering.2022.09. [6] Guanchen Wu, Nengyu Yan,Kwang-nam Choi,Hoekyung Jung and Kerang Cao*,A two-step vibration-sound signal fusion method for weak fault feature detection in rolling bearing systems.Advances in Mechanical Engineering.2021.09. [7] Fumin Wang, Zhili Jiang,Yi Liu, Clemente Ibarra-Castanedo, Hai Zhang, Kerang Cao, Xavier Maldague, Stefano Sfarra*, Yuan Yao*,Enhancing defect detection in active infrared thermography using adaptive background suppression techniques.Thermal Science and Engineering Progress.2024.04. [8] Mali Xing , Feiqi Deng , Shuqi Li & Kerang Cao,Stability of nonlinear stochastic markov jump system with mode-dependent delays and applications. International Journal of Computer Mathematics.2020.10. [9] Kerang Cao,Kwang-nam Choi,Hoekyung Jung and Lini Duan *,Deep Learning for Facial Beauty Prediction. Information. 2020.08. [10] Kerang Cao, Jingyu Gao, Kwang-nam Choi and Lini Duan*,Learning a Hierarchical Global Attention for Image Classification. Future Internet. 2020.10. [11] Kerang Cao,Hangyung Kim, Chulhyun Hwang and Hoekyung Jung* ,CNN-LSTM Coupled Model for Prediction of Waterworks Operation Data. Journal of Information processing systems. 2018.11. [12] Cao Kerang, Hyunju Lee and Hoekyung Jung*,Task Management System According to Changes in the Situation Based on IoT. Journal of Information processing systems. 2017.12. [13] Kerang Cao,Hangil Jung,Hoekyung Jung* ,Sensor Flow Control System Based on Smart Home. International Information Institute. 2017.04. [14] Kerang Cao,Jongwon Lee and Hoekyung Jung2*, Keyword Analysis Based Document Compression System, Journal of Information and Communication Convergence Engineering. 2018.03. [15] Kerang Cao, Inshik Kang, Hyungwook Choi and Hoekyung Jung*,Reagent Cabinet Management System Using Danger Priority, Journal of information and communication convergence engineering. 2017.12. [16] 曹克让、王涵、刘亚茹、范慧杰、梁琳琦，基于PD3PG的无人驾驶行为决策仿真研究，计算机工程与设计，2025.05. [17] 严能裕，高景钰，曹克让，基于剥夺成本分析的应急救援路径优化研究，williamhill学报，2022.02。
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