个人主页简历
个人简介
刘星月，博士/博士后，特任教授，“地大学者”青年拔尖人才，研究生导师。2016年本科毕业于西南大学，后保送至华中科技大学机械科学与工程学院直接攻读博士学位，于2021年6月获机械工程博士学位，现工作于中国地质大学（武汉）机械与电子信息学院。研究兴趣包括半导体光电探测器/视觉传感器制造、2D/3D机器视觉、人工智能算法开发及应用等，目前，以第一或通讯作者发表JCR 1区SCI论文十余篇，包括1篇ESI热点、高被引论文和1篇封面论文，已获授权国家发明专利5项，以第一负责人主持国家自然科学基金青年项目、中国博士后面上资助(一等)项目、湖北省自然科学基金青年项目、重庆市自然科学基金面上项目、武汉市自然科学基金探索计划（晨光计划）项目、湖北省博士后创新岗位资助项目和中央高校基本科研业务费专项资助项目等项目。
联系方式
办公地点：机械与电子信息学院(教二楼) 419办公室
主要经历
2021.09-至今：中国地质大学(武汉)，机械与电子信息学院，机械工程，特任教授
2016.09-2021.06：华中科技大学，机械科学与工程学院，机械工程，工学博士，
导师：廖广兰教授（“长江学者”）
2012.09-2016.06：西南大学，工程技术学院，机械设计制造及其自动化，工学学士
研究兴趣
（1）半导体传感器制造：基于新型半导体的阵列型紫外探测器、X射线探测器设计制造，主要涉及阵列信号读取PCB电路板设计、微纳制造工艺开发、光电子理论与半导体物理、第一性原理计算与电磁场仿真等；
（2）机器视觉与智能监测：工业智能检测平台搭建，精细化语义分割、目标检测与目标追踪、工业异常声音与图像监测、图像解模糊及3D点云分割与点云三维重建等；
（3）深度学习算法开发及其在工业领域的应用：深度学习算法（图神经网络、对比学习、原型学习、迁移学习等）开发在弱监督/小样本语义分割、目标检测及无样本/小样本工业异常检测、等方面的应用。
招生信息
欢迎踏实、勤学上进、有良好编程基础且具有机械、计算机、光学、电子等学科背景的学生加入团队。课题组学习氛围浓厚，师生相处融洽，本人竭力为课题组研究生提供良好的科研平台，从科学选题、文献阅读、文献总结及学术论文写作等方方面面给予学生耐心指导，支持学生的研究兴趣，鼓励学生参加国内国际学术会议和CSC联合培养。此外，优秀学生可与华中科技大学“长江学者”团队开展广泛的科研合作，共同培养。
科研项目
· 国家自然科学基金青年基金，52305623，2024.01-2026.12，主持；
· 中国博士后科学基金第72批面上资助(一等)，2022M720133，2022.12-2024.12，主持；
· 武汉市自然科学基金探索计划（晨光计划）项目，2024040801020282，2024.06-2026.05，主持；
· 湖北省自然科学基金青年项目，2022CFB589，2022.10-2024.10，主持；
· 重庆市自然科学基金面上项目，CSTB2023NSCQ-MSX0636，2023.08-2026.07，主持；
· 湖北省博士后创新研究岗位资助项目，2022.06-2024.06，主持；
· 横向课题：基于单目结构光三维重建的散料体积在线监测系统软件开发，KH2460357，2024.01-2024.04，主持；
· 横向课题：多自由度系统参数实时辨识模型开发，KH216941，2021.10-2022.09，主持；
· 中央高校青年拔尖人才科研专项资助项目，2021.09-2026.09，主持；
· 国家自然 科学基金面上项目，基于明暗场及三维拓扑形貌特征的深度语义分割有图案先进封装晶圆缺陷检测方法研究，52375521，2024.01-2027.12，参与；
学术论文
[1] Q. Wu, X. Liu*, G. Wen, G. Liao, T. Shi. DEGRNet: An Innovative Dual-branch Edge-based Graph Reasoning Network for Few-shot Industrial Surface Defect Segmentation. Frontiers of Mechanical Engineering, 2025, Accepted.
[2] Y. Cheng, J. Chen, G. Wen, X. Tan, X. Liu*. LPFSTNet: A lightweight and parameter-free head attention-based student-teacher network for fast 3D industrial anomaly detection, Neurocomputing, 2025, 623, 129408.
[3] A. Luo, G. Wen, Y. Cheng, S. Mei, H. Dong, X. Liu*. DMMGNet: A discrimination mapping and memory bank mean guidance-based network for high-performance few-shot industrial anomaly detection, Neurocomputing, 2024, 610, 128622.
[4] X. Yang, X. Liu*, Q. Wu, G. Wen, S. Mei, G. Liao, T. Shi. VMMAO-YOLO: an ultra-lightweight and scale-aware detector for real-time defect detection of avionics thermistor wire solder joints, Frontiers of Mechanical Engineering, 2024, 19(3), 21.
[5] X. Yang, G. Wen, S. Mei, H. Dong, X. Liu*. DBHF: A double fusion backbone and bidirectional feature hybrid fusion detector for high-precision inspection of avionics solder joint defects, Measurement, 2024, 237, 115221.
[6] S. Jiang, Z. Hou, X. Zheng, Q. Wu, X. Yang, W. Cai, Y. Yi, S. Cheng, G. Wen, X. Liu*, Ultrafast self-powered CsPbCl3 ultraviolet photodetectors with choline chloride for surface passivation and charge transport regulation, Journal of Materials Chemistry C, 2023, 11(17), 5667-5679.
[7] S. Cheng, X. Zheng, Z. Hou, R. Hu, S. Jiang, S. Xi, G. Wen*, X. Liu*, Passivating the Vacancy Defects of CsPbCl3 Polycrystalline Films by a Cl-Containing Ionic Liquid for Self-Powered, Charge-Transport-Layer-Free UV Photodetectors, Journal of Materials Chemistry C, 2022, 10, 5693-5706.
[8] X. Zhan, X. Zhang, Z. Liu, C. Chen, L. Kong, S. Jiang, S. Xi, G. Liao, X. Liu*, Boosting the performance of the self-powered CsPbCl3-based UV photodetectors by a sequential vapor-deposition strategy and heterojunction engineering, ACS Applied Materials & Interfaces, 2021, 13, 45744-45757.
[9] X. Liu, X. Tan, Z. Liu, H. Ye, B. Sun, T. Shi, Z. Tang, G. Liao, Boosting the efficiency of carbon-based planar CsPbBr3 perovskite solar cells by a modified multistep spin-coating technique and interface engineering, Nano Energy, 2019, 56, 184-195. (热点、高被引论文)
[10] X. Liu, Z. Liu, B. Sun, X. Tan, H. Ye, Y. Tu, T. Shi, Z. Tang, G. Liao, 17.46% efficient and highly stable carbon-based planar perovskite solar cells employing Ni-doped rutile TiO2 as electron transport layer, Nano Energy, 2018, 50, 201-211.
[11] X. Liu, Z. Liu, X. Tan, H. Ye , B. Sun, S. Xi , T. Shi, Z. Tang, G. Liao, Novel antisolvent-washing strategy for highly efficient carbon-based planar CsPbBr3 perovskite solar cells, Journal of Power Sources, 2019, 439, 227092.
[12] X. Liu, X. Tan, Z. Liu, B. Sun, J. Li, S. Xi, T. Shi, Z. Tang, G. Liao, Sequentially vacuum evaporated high-quality CsPbBr3 films for efficient carbon-based planar heterojunction perovskite solar cells, Journal of Power Sources, 2019, 443, 227269.
[13] X. Liu, Z. Liu, J. Li, X. Tan, B. Sun, H. Fang, S. Xi, Z. Tang, T. Shi, G. Liao, Ultrafast, self-powered and charge-transport-layer-free photodetectors based on high-quality evaporated CsPbBr3 perovskites for applications in optical communication. Journal of Materials Chemistry C, 2020, 8, 3337-3350. (封面论文)
[14] X. Liu, X. Tan, Z. Liu, X. Zhang, T. Shi and G. Liao, Enhancing the performance of all vapor-deposited electron-conductor-free CsPbBr3 photodetectors via interfacial engineering for applications in image sensing. Journal of Materials Chemistry C, 2020, 8, 14409-14422.
[15] X. Liu, Z. Liu, B. Sun, X. Tan, H. Ye, Y. Tu, T. Shi, Z. Tang, G. Liao, All low-temperature processed carbon-based planar heterojunction perovskite solar cells employing Mg-doped rutile TiO2 as electron transport layer, Electrochimica Acta, 2018, 283, 1115-1124.
[16] X. Liu, Z. Liu, H. Ye, Y. Tu, B. Sun, X. Tan, T. Shi, Z. Tang, G. Liao, Novel efficient C60-based inverted perovskite solar cells with negligible hysteresis, Electrochimica Acta, 2018, 288, 115-125.
[17] X. Liu, J. Li, X. Tan, Z. Liu, B. Sun, S. Xi, T. Shi, G. Liao, Vapor-assisted deposition of CsPbIBr2 films for highly efficient and stable carbon-based planar perovskite solar cells with superior Voc, Electrochimica Acta, 2020, 330, 135266.
[18] X. Tan#, X. Liu#, Z. Liu, B. Sun, J. Li , S. Xi , T. Shi, Z. Tang, G. Liao, Enhancing the optical, morphological and electronic properties of the solution-processed CsPbIBr2 films by Li doping for efficient carbon-based perovskite solar cells, Applied Surface Science, 2019, 439, 143990.
[19] X. Zhang, L. Chen, X. Liu, Z. Liu, H. Gu, B. Sun, G. Liao, Optimizing the Design of the Vapor-Deposited CsPbCl3-Based Optoelectronic Devices via Simulations and Experiments, Advanced Functional Materials, 2024, 34, 2310945.
[20] L. Li, S. Mei, W. Ma, X. Liu, J. Li, G. Wen. An Adaptive Point Cloud Registration Algorithm Based on Cross Optimization of Local Feature Point Normal and Global Surface, IEEE Transactions on Automation Science and Engineering, 2024, 21(4), 6434-6447.
[21] J. Cheng, G. Wen, X. He, X. Liu, Y. Hu, S. Mei. Achieving the Defect Transfer Detection of Semiconductor Wafer by a Novel Prototype Learning-Based Semantic Segmentation Network. IEEE Transactions on Instrumentation and Measurement. 2024, 73, 1-12.
[22] W. Qiu, S. Mei, X. Liu, X. He, G. Wen. AR-DIC: A Novel Automatic Optical Strategy for Displacement Measurement of the Curved-in-Place Pipe Under Dynamic Fracturing. IEEE Transactions on Instrumentation and Measurement. 2023, 72, 1-11.
[23] Z. Hou, X. Liu, G. Wen, S. Jiang, Enhancing the photoelectric performance of the self-powered all vapor-deposited CsPbCl3 ultraviolet photodetectors by a novel cadmium-doping strategy and heterojunction engineering, Solar Energy Materials and Solar Cells, 2023, 251, 112175.
[24] X. Zhang, X. Liu, B. Sun, H. Ye, C. He, L. Kong, G. Li, Z. Liu, G. Liao, Ultrafast, Self-Powered, and Charge-Transport-Layer-Free Ultraviolet Photodetectors Based on Sequentially Vacuum-Evaporated Lead-Free Cs2AgBiBr6 Thin Films, ACS Applied Materials & Interfaces, 2021, 13, 35949-35960. (封面论文)
[25] X. Zhang, X. Liu, B. Sun, H. Ye, C. He, L. Kong, T. Shi, Z. Liu, G. Liao, Broadening the Spectral Response of Perovskite Photodetector to the Solar-Blind Ultraviolet Region through Phosphor Encapsulation, ACS Applied Materials & Interfaces, 2021. (封面论文)
国家发明专利
[1] 廖广兰，刘星月等，ZL. 201710182946.8（授权）。
[2] 廖广兰，刘星月等，ZL. 201711088549.0（授权）。
[3] 廖广兰，刘星月等，ZL. 201810032532.1（授权）。
[4] 廖广兰，刘星月等，ZL. 201910625116.7（授权）。
[5] 王峥荣，刘星月等，ZL. 201610361372.6（授权）。
学术兼职
目前担任ACS Appl. Mater. Interfaces、J. Power sources、J. Mater. Chem. C、Electrochim. Acta、Appl. Surf. Sci.等多种国际学术期刊审稿人。
获奖与荣誉
l 2013年本科生国家奖学金
l 2014年本科生国家奖学金
l 2015年本科生国家奖学金
l 2018年博士研究生国家奖学金
l 2019年博士研究生国家奖学金
l 2020年博士研究生国家奖学金
l 2018年华星光电奖学金
l 2019年第一届“分析测试中心-岛津杯”优秀学术论文二等奖
l 2020年第二届“分析测试中心-岛津杯”优秀学术论文二等奖
l 2013年全国大学生英语竞赛二等奖
