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Shengjie Liu
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2020 – today
- 2024
- [j18]Yanru Chen, Haoyu He, Shengjie Liu, Yuanyuan Zhang
, Yang Li, Bin Xing, Bing Guo
Physical Layer Authentication for Industrial Control Based on Convolutional Denoising Autoencoder. IEEE Internet Things J. 11(9): 15633-15641 (2024) - [j17]Xinyang Huang, Chuang Zhu
Learning robust correlation with foundation model for weakly-supervised few-shot segmentation. Knowl. Based Syst. 299: 112004 (2024) - [j16]Shengjie Liu
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j15]Changchun Jiang, Junwei Li
Aberration Modulation Correlation Method for Dim and Small Space Target Detection. Remote. Sens. 16(19): 3729 (2024) - [j14]Wenjing Han, Ning He, Xin Wang, Fengxi Sun, Shengjie Liu:
IDPD: improved deformable-DETR for crowd pedestrian detection. Signal Image Video Process. 18(3): 2243-2253 (2024) - [j13]Shengjie Liu
Multidimensional Graph Neural Networks for Wireless Communications. IEEE Trans. Wirel. Commun. 23(4): 3057-3073 (2024) - [c16]Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell:
SwitchTab: Switched Autoencoders Are Effective Tabular Learners. AAAI 2024: 15924-15933 - [c15]Jialong Li
A Distillation Network using Improved ConvLSTM for Video Anomaly Detection. CMLDS 2024: 50:1-50:5 - [c14]Shengjie Liu, Chu Wing So, Chun Shing Jason Pun:
Using Time-Series Satellite Imagery to Detect Artificial Light At Night: the Case of Luojia-1 and International Space Station. IGARSS 2024: 1305-1308 - [c13]Shengjie Liu
Learning User Scheduling and Hybrid Precoding with Sequential Graph Neural Network. WCNC 2024: 1-6 - [i11]Hengrui Cai, Shengjie Liu, Rui Song:
Is Knowledge All Large Language Models Needed for Causal Reasoning? CoRR abs/2401.00139 (2024) - [i10]Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell:
SwitchTab: Switched Autoencoders Are Effective Tabular Learners. CoRR abs/2401.02013 (2024) - [i9]Shengjie Liu, Jing Wu, Jingyuan Bao, Wenyi Wang, Naira Hovakimyan, Christopher G. Healey:
Towards a Robust Retrieval-Based Summarization System. CoRR abs/2403.19889 (2024) - [i8]Shengjie Liu, Lu Zhang:
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction. CoRR abs/2405.17262 (2024) - [i7]Xinyang Huang, Chuang Zhu, Kebin Liu, Ruiying Ren, Shengjie Liu:
Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation. CoRR abs/2405.19638 (2024) - 2023
- [j12]Shengjie Liu, Ning He, Cheng Wang, Haigang Yu, Wenjing Han:
Lightweight human pose estimation algorithm based on polarized self-attention. Multim. Syst. 29(1): 197-210 (2023) - [j11]Shengjie Liu
Intelligent Reflecting Surface-Assisted Physical Layer Key Generation with Deep Learning in MIMO Systems. Sensors 23(1): 55 (2023) - [j10]Xiaolong Wu
Deep Learning With Convolutional Neural Networks for Motor Brain-Computer Interfaces Based on Stereo-Electroencephalography (SEEG). IEEE J. Biomed. Health Informatics 27(5): 2387-2398 (2023) - [c12]Shengjie Liu, Teoh Teik Toe
Alzheimer Classification Based on Inception V3 Convolutional Neural Network. ICCCS 2023: 978-983 - [c11]Shengjie Liu, Chuang Zhu, Yuan Li, Wenqi Tang:
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels. ICASSP 2023: 1-5 - [c10]Shengjie Liu
Rare Association Rule Mining Based on Reinforcement Learning. ICCPR 2023: 79-86 - [c9]Haigang Yu, Ning He, Shengjie Liu, Wenjing Han:
Human Action Recognition Method Based on Spatio-temporal Relationship. ICIG (2) 2023: 277-288 - [c8]Shengjie Liu, Chu Wing So, Xiang Feng Foo, Chun Shing Jason Pun:
Using Multi-Source Data to Capture the Impacts of Earth Hour 2021: A Case Study of Hong Kong. IGARSS 2023: 2398-2401 - [c7]Shengjie Liu, Chu Wing So, Hung Chak Ho, Qian Shi, Chun Shing Jason Pun:
Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong. IGARSS 2023: 2827-2830 - [i6]Chuang Zhu, Shengjie Liu, Feng Xu, Zekuan Yu, Arpit Aggarwal, Germán Corredor, Anant Madabhushi, Qixun Qu, Hongwei Fan, Fangda Li, Yueheng Li, Xianchao Guan, Yongbing Zhang, Vivek Kumar Singh, Farhan Akram, Md. Mostafa Kamal Sarker, Zhongyue Shi, Mulan Jin:
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review. CoRR abs/2305.03546 (2023) - 2022
- [j9]Ren Zhang, Ning He
Your heart rate betrays you: multimodal learning with spatio-temporal fusion networks for micro-expression recognition. Int. J. Multim. Inf. Retr. 11(4): 553-566 (2022) - [c6]Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin:
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix. CVPR Workshops 2022: 1814-1823 - [c5]Shengjie Liu
Learning Hybrid Precoding Efficiently for mmWave Systems with Mathematical Properties. GLOBECOM 2022: 2284-2289 - [c4]Shengjie Liu
Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery. IGARSS 2022: 5933-5936 - [i5]Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin:
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix. CoRR abs/2204.11425 (2022) - [i4]Shengjie Liu, Chuang Zhu, Wenqi Tang:
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels. CoRR abs/2210.02088 (2022) - 2021
- [j8]Hengzhi Sun, Jinzheng Wang, Shengjie Liu, Xinyu Zhou, Liang Dai
Discovery of Novel Small Molecule Inhibitors Disrupting the PCSK9-LDLR Interaction. J. Chem. Inf. Model. 61(10): 5269-5279 (2021) - [j7]Shengjie Liu
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(9): 1580-1584 (2021) - [j6]Shengjie Liu
Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7017-7031 (2021) - [j5]Shengjie Liu
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. IEEE Trans. Geosci. Remote. Sens. 59(6): 5085-5102 (2021) - [c3]Shengjie Liu
Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong. IGARSS 2021: 6809-6812 - [c2]Shengjie Liu
Analyzing Long-Term Artificial Light at Night Using Viirs Monthly Product with Land Use Data: Preliminary Result of Hong Kong. IGARSS 2021: 6821-6824 - 2020
- [j4]Shengjie Liu, Xinyu Zhou, Minglei Li, Wenfeng Zhao, Shuxi Zhou, Keguang Cheng
Discovery of Ubiquitin-Specific Protease 7 (USP7) Inhibitors with Novel Scaffold Structures by Virtual Screening, Molecular Dynamics Simulation, and Biological Evaluation. J. Chem. Inf. Model. 60(6): 3255-3264 (2020) - [j3]Shengjie Liu
Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(12): 2110-2114 (2020) - [i3]Shengjie Liu, Haowen Luo, Qian Shi:
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. CoRR abs/2006.15771 (2020) - [i2]Shengjie Liu, Qian Shi, Liangpei Zhang:
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. CoRR abs/2009.03508 (2020)
2010 – 2019
- 2019
- [j2]Shengjie Liu, Jing Wang:
云环境下SNS隐私保护方案 (Privacy Preserving Scheme for SNS in Cloud Environment). 计算机科学 46(2): 133-138 (2019) - [j1]Shengjie Liu
Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data. Remote. Sens. 11(6): 690 (2019) - [i1]Shengjie Liu, Qian Shi, Zhixin Qi:
Multitask deep learning with spectral knowledge for hyperspectral image classification. CoRR abs/1905.04535 (2019) - 2018
- [c1]Shengjie Liu
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. IGARSS 2018: 7145-7148
Coauthor Index
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