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Shengjie Kris Liu
PhD student, University of Southern California
Joined
June 2023
Names
Shengjie Kris Liu
(Preferred)
,
Shengjie Liu
Emails
****@usc.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
PhD student
University of Southern California
(usc.edu)
2021
–
2026
Researcher
University of Hong Kong
(hku.hk)
2019
–
2021
Advisors, Relations & Conflicts
PhD Advisor
Lu Zhang
2023
–
2026
Coauthor
Siqin Wang
2023
–
2026
Coauthor
Liangpei Zhang
2020
–
2021
Coauthor
Zhize Zhou
2020
–
2021
Coauthor
Qian Shi
2019
–
2021
Expertise
computational sustainability
Present
open-set recognition
Present
AI for Earth
Present
hyperspectral imaging
Present
temperature reconstruction
Present
remote sensing image analysis
Present
Publications
End-to-End Reconstruction of High-Resolution Temperature Data Using Physics-Guided Deep Learning
Shengjie Liu
,
Lu Zhang
,
Siqin Wang
TerraBytes 2025 withoutproceedings
Readers:
Everyone
Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification
Shengjie Liu
,
Siqin Wang
,
Lu Zhang
CoRR 2025
Readers:
Everyone
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction
Shengjie Liu
,
Lu Zhang
IEEE Geosci. Remote. Sens. Lett. 2024
Readers:
Everyone
Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies
Shengjie Liu
,
Zhize Zhou
,
Huaxiang Ding
,
Yuanjun Zhong
,
Qian Shi
2021 (modified: 10 Nov 2022)
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2021
Readers:
Everyone
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification
Shengjie Liu
,
Haowen Luo
,
Qian Shi
Published: 01 Jan 2021, Last Modified: 01 Apr 2024
IEEE Geosci. Remote. Sens. Lett. 2021
Readers:
Everyone
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning
Shengjie Liu
,
Qian Shi
,
Liangpei Zhang
Published: 01 Jan 2021, Last Modified: 01 Apr 2024
IEEE Trans. Geosci. Remote. Sens. 2021
Readers:
Everyone
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification
Shengjie Liu
,
Haowen Luo
,
Qian Shi
Published: 01 Jan 2020, Last Modified: 01 Apr 2024
CoRR 2020
Readers:
Everyone
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning
Shengjie Liu
,
Qian Shi
,
Liangpei Zhang
Published: 01 Jan 2020, Last Modified: 01 Apr 2024
CoRR 2020
Readers:
Everyone
Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification
Shengjie Liu
,
Qian Shi
Published: 01 Jan 2020, Last Modified: 01 Apr 2024
IEEE Geosci. Remote. Sens. Lett. 2020
Readers:
Everyone
Multitask deep learning with spectral knowledge for hyperspectral image classification
Shengjie Liu
,
Qian Shi
,
Zhixin Qi
Published: 01 Jan 2019, Last Modified: 01 Apr 2024
CoRR 2019
Readers:
Everyone
View all 11 publications
Co-Authors
Haowen Luo
Huaxiang Ding
Jun Li
Liangpei Zhang
Lu Zhang
Qian Shi
Siqin Wang
Ying Tu
Yuanjun Zhong
Zhi He
Zhixin Qi
Zhize Zhou