Fraunhofer Lidar Prototype in the Green Spectral Region for Atmospheric Boundary Layer Observations. - Songhua Wu; Xiaoquan Song; Bingyi Liu (Remote. Sens., 2013)

Depolarization Ratio Profiles Calibration and Observations of Aerosol and Cloud in the Tibetan Plateau Based on Polarization Raman Lidar. - Guangyao Dai; Songhua Wu; Xiaoquan Song (Remote. Sens., 2018)

Optical and Geometrical Properties of Cirrus Clouds over the Tibetan Plateau Measured by LiDAR and Radiosonde Sounding during the Summertime in 2014. - Guangyao Dai; Songhua Wu; Xiaoquan Song; Liping Liu (Remote. Sens., 2019)

Wavelength- and Intensity-Demodulated Dual-Wavelength Fiber Laser Sensor for Simultaneous RH and Temperature Detection. - Bin Yin; Guofeng Sang; Ran Yan; Yuheng Wu; Songhua Wu; Muguang Wang; Wenqi Liu; Haisu Li; Qichao Wang (IEEE Access, 2020)

Multi-Class Classification from Noisy-Similarity-Labeled Data. - Songhua Wu; Xiaobo Xia; Tongliang Liu; Bo Han 003; Mingming Gong; Nannan Wang 001; Haifeng Liu; Gang Niu 001 (CoRR, 2020)

Class2Simi: A New Perspective on Learning with Label Noise. - Songhua Wu; Xiaobo Xia; Tongliang Liu; Bo Han 003; Mingming Gong; Nannan Wang 001; Haifeng Liu; Gang Niu 001 (CoRR, 2020)

A Dual-Wavelength Ocean Lidar for Vertical Profiling of Oceanic Backscatter and Attenuation. - Kaipeng Li; Yan He; Jian Ma; Zhengyang Jiang; Chunhe Hou; Weibiao Chen; Xiaolei Zhu 003; Peng Chen 023; Junwu Tang; Songhua Wu; Fanghua Liu; Yuan Luo; et al. (Remote. Sens., 2020)

Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels. - Songhua Wu; Xiaobo Xia; Tongliang Liu; Bo Han 003; Mingming Gong; Nannan Wang 001; Haifeng Liu; Gang Niu 001 (ICML, 2021)

Retrieval and Calculation of Vertical Aerosol Mass Fluxes by a Coherent Doppler Lidar and a Sun Photometer. - Xiaoye Wang; Guangyao Dai; Songhua Wu; Kangwen Sun; Xiaoquan Song; Wenzhong Chen; Rongzhong Li; Jiaping Yin; Xitao Wang (Remote. Sens., 2021)

Small Angle Scattering Intensity Measurement by an Improved Ocean Scheimpflug Lidar System. - Hongwei Zhang; Yuanshuai Zhang; Ziwang Li; Bingyi Liu; Bin Yin; Songhua Wu (Remote. Sens., 2021)

Fair Classification with Instance-dependent Label Noise. - Songhua Wu; Mingming Gong; Bo Han 003; Yang Liu 018; Tongliang Liu (CLeaR, 2022)

Unleashing the Potential of Adaptation Models via Go-getting Domain Labels. - Xin Jin 014; Tianyu He; Xu Shen 001; Songhua Wu; Tongliang Liu; Jingwen Ye; Xinchao Wang; Jianqiang Huang; Zhibo Chen 001; Xian-Sheng Hua 001 (ECCV Workshops (8), 2022)

Learning from Noisy Pairwise Similarity and Unlabeled Data. - Songhua Wu; Tongliang Liu; Bo Han 003; Jun Yu 001; Gang Niu 001; Masashi Sugiyama (J. Mach. Learn. Res., 2022)

Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution Calibration. - Shuo Yang 006; Songhua Wu; Tongliang Liu; Min Xu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Classification of Cloud Phase Using Combined Ground-Based Polarization Lidar and Millimeter Cloud Radar Observations Over the Tibetan Plateau. - Yuxuan Bian; Liping Liu; Jiafeng Zheng; Songhua Wu; Guangyao Dai (IEEE Trans. Geosci. Remote. Sens., 2023)

Three-Wavelength Fiber Laser Sensor With Miniaturization, Integration for the Simultaneous Measurement of Underwater pH, Salinity, Temperature, and Axial Strain. - Guofeng Sang; Bin Yin; Ran Yan; Muguang Wang; Haisu Li; Yanzhi Lv; Shilin Liu; Qichao Wang; Songhua Wu (IEEE Trans. Instrum. Meas., 2023)

Research on Simultaneous Measurement of Magnetic Field and Temperature Based on Petaloid Photonic Crystal Fiber Sensor. - Lili Yan; Qichao Wang; Bin Yin; Shiying Xiao; Haisu Li; Muguang Wang; Xingyu Liu; Songhua Wu (Sensors, 2023)

The Design and Performance Evaluation of a 1550 nm All-Fiber Dual-Polarization Coherent Doppler Lidar for Atmospheric Aerosol Measurements. - Ronghua Yu; Qichao Wang; Guangyao Dai; Xiangcheng Chen; Chao Ren; Jintao Liu; Dongrui Li; Xitao Wang; Haishuai Cao; Shengguang Qin; Songhua Wu (Remote. Sens., 2023)

A Parametrical Model for Instance-Dependent Label Noise. - Shuo Yang 006; Songhua Wu; Erkun Yang; Bo Han 003; Yang Liu 018; Min Xu 001; Gang Niu 001; Tongliang Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Time-Consistency Curriculum for Learning From Instance-Dependent Noisy Labels. - Songhua Wu; Tianyi Zhou 001; Yuxuan Du; Jun Yu 001; Bo Han 003; Tongliang Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Rain Measurement Using Nacelle-Mounted Doppler Lidar. - Xiaoying Liu; Charlotte Bay Hasager; Jakob Mann; Mikael Sjöholm; Songhua Wu (IEEE Trans. Geosci. Remote. Sens., 2024)

Locating and Grading of Lidar-Observed Aircraft Wake Vortex Based on Convolutional Neural Networks. - Xinyu Zhang; Hongwei Zhang; Qichao Wang; Xiaoying Liu; Shouxin Liu; Rongchuan Zhang; Rongzhong Li; Songhua Wu (Remote. Sens., 2024)

Inter-comparison study of wind measurement between the three-lidar-based virtual tower and four lidars using VAD techniques. - Xiaoying Liu; Hongwei Zhang; Qichao Wang; Xiaoye Wang; Xinyu Zhang; Rongzhong Li; Shengguang Qin; Jiaping Yin; Songhua Wu (Geo spatial Inf. Sci., 2024)

Background Signal Characterization Analysis for ACDL/DQ-1 at Multichannel of 532 nm. - Fanqian Meng; Junwu Tang; Guangyao Dai; Songhua Wu; Wenrui Long; Kangwen Sun; Xinru He; Xiaoquan Song; Jiqiao Liu; Weibiao Chen; Xiuqing Hu (IEEE Trans. Geosci. Remote. Sens., 2025)

Future Spaceborne Oceanographic Lidar: Exploring the Effects of Large Off-Nadir Angles on Signal Dynamic Range and Depth Aliasing. - Peizhi Zhu; Junwu Tang; Xiaoquan Song; Xiaoye Wang; Huixin He; Mingyu Shi; Bingyi Liu; Songhua Wu; Xiaopeng Zhu; Jiqiao Liu; Keli Zhang; Lili Wang (IEEE Trans. Geosci. Remote. Sens., 2025)