[1] Lin G.; Zhang Y.M.; Xu G.; Zhang Q.X.*. Smoke Detection on Video Sequences Using 3D Convolutional Neural Networks, Fire Technology, 2019, 55(5)：1827~1847.[2] Xu G.; Zhang Q.X.*; Liu D.C.; et al. Adversarial Adaptation from Synthesis to Reality in Fast Detector for Smoke Detection, IEEE Access, 2019, 7:29471-29483.[3] Luo J.; Zhang Y.M.; Wang F.; Zhang Q.X.*. Effects of brown coatings on the absorption enhancement of black carbon: A numerical investigation, Atmospheric Chemistry and Physics, 2018, 18(23):16897-16914.[4] Luo J.; Zhang Y.M.; Zhang Q.X.*; et al. Sensitivity analysis of morphology on radiative properties of soot aerosols, Optics Express, 2018, 26(10):A420-A432.[5] Liu J.; Zhang Y.M.; Zhang Q.X.*; et al. Scattering Matrix for Typical Urban Anthropogenic Origin Cement Dust and Discrimination of Representative Atmospheric Particulates, Journal of Geophysical Research: Atmospheres, 2018, 123(6):3159-3174.[6] Luo J,; Zhang Y.M.; Wang F.; Wang J.; Zhang Q.X.*. Applying machine learning to estimate the optical properties of black carbon fractal aggregates, Journal of Quantitative Spectroscopy and Radiative Transfer, 2018, 215:1-8.[7] Luo J.; Zhang Y.M.; Zhang Q.X.*; et al. Evaluation of sooting tendency of acetone–butanol–ethanol (ABE) fuels blended with diesel fuel, Fuel, 2017, 209:304-401.[8] Xu G.; Zhang Y.M.; Zhang Q.X.*; et al. Deep domain adaptation based video smoke detection using synthetic smoke images, Fire Safety Journal, 2017, 93:53-59.中国消防协会森林消防标准化工作委员会委员（2020-）森林与草原防火专业委员会消防装备分技术委员会委员（2019-）国际火灾学会，终身会员美国气溶胶协会，会员
