Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. - Shengjie Liu 001; Haowen Luo; Ying Tu; Zhi He; Jun Li 009 (IGARSS, 2018)

Multitask deep learning with spectral knowledge for hyperspectral image classification. - Shengjie Liu 001; Qian Shi 001; Zhixin Qi (CoRR, 2019)

Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data. - Shengjie Liu 001; Zhixin Qi; Xia Li 001; Anthony Gar-On Yeh (Remote. Sens., 2019)

Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification. - Shengjie Liu 001; Qian Shi 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong. - Shengjie Liu 001; Qian Shi 001 (IGARSS, 2021)

Analyzing Long-Term Artificial Light at Night Using Viirs Monthly Product with Land Use Data: Preliminary Result of Hong Kong. - Shengjie Liu 001; Chu Wing So; Chun Shing Jason Pun (IGARSS, 2021)

Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. - Shengjie Liu 001; Haowen Luo; Qian Shi 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies. - Shengjie Liu 001; Zhize Zhou; Huaxiang Ding; Yuanjun Zhong; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. - Shengjie Liu 001; Qian Shi 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery. - Shengjie Liu 001; Qian Shi 001 (IGARSS, 2022)

Using Multi-Source Data to Capture the Impacts of Earth Hour 2021: A Case Study of Hong Kong. - Shengjie Liu 001; Chu Wing So; Xiang Feng Foo; Chun Shing Jason Pun (IGARSS, 2023)

Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong. - Shengjie Liu 001; Chu Wing So; Hung Chak Ho; Qian Shi 001; Chun Shing Jason Pun (IGARSS, 2023)

Using Time-Series Satellite Imagery to Detect Artificial Light At Night: the Case of Luojia-1 and International Space Station. - Shengjie Liu 001; Chu Wing So; Chun Shing Jason Pun (IGARSS, 2024)

Fine-Scale Mapping of Particulate Matter Using Landsat Imagery and Low-Cost Sensor Data from Purpleair: A Case Study of Los Angeles. - Shengjie Kris Liu; Siqin Wang (IGARSS, 2024)

Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction. - Shengjie Liu 001; Lu Zhang (IEEE Geosci. Remote. Sens. Lett., 2024)

Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification. - Shengjie Liu 001; Siqin Wang; Lu Zhang (CoRR, 2025)