Shengjie Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 43

Top Topics

Image Classification

Top Venues

IEEE Geosci. Remote. Sens. Lett.

J. Chem. Inf. Model.

Publications

Wenjing Han, Ning He, Xin Wang, Fengxi Sun, Shengjie Liu
IDPD: improved deformable-DETR for crowd pedestrian detection. Signal Image Video Process. 18 (3) (2024)
Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzel
SwitchTab: Switched Autoencoders Are Effective Tabular Learners. CoRR (2024)
Shengjie Liu, Chenyang Yang
Learning User Scheduling and Hybrid Precoding with Sequential Graph Neural Network. WCNC (2024)
Xinyang Huang, Chuang Zhu, Kebin Liu, Ruiying Ren, Shengjie Liu
Learning robust correlation with foundation model for weakly-supervised few-shot segmentation. Knowl. Based Syst. 299 (2024)
Xinyang Huang, Chuang Zhu, Kebin Liu, Ruiying Ren, Shengjie Liu
Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation. CoRR (2024)
Shengjie Liu, Jia Guo, Chenyang Yang
Multidimensional Graph Neural Networks for Wireless Communications. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Hengrui Cai, Shengjie Liu, Rui Song
Is Knowledge All Large Language Models Needed for Causal Reasoning? CoRR (2024)
Shengjie Liu, Lu Zhang
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Jialong Li, Chunjie Zhou, Shengjie Liu, Xiaoyun Lu
A Distillation Network using Improved ConvLSTM for Video Anomaly Detection. CMLDS (2024)
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)
Shengjie Liu, Lu Zhang
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction. CoRR (2024)
Yanru Chen, Haoyu He, Shengjie Liu, YuanYuan Zhang, Yang Li, Bin Xing, Bing Guo, Liangyin Chen
Physical Layer Authentication for Industrial Control Based on Convolutional Denoising Autoencoder. IEEE Internet Things J. 11 (9) (2024)
Shengjie Liu, Jing Wu, Jingyuan Bao, Wenyi Wang, Naira Hovakimyan, Christopher G. Healey
Towards a Robust Retrieval-Based Summarization System. CoRR (2024)
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 (2023)
Shengjie Liu, Ning He, Cheng Wang, Haigang Yu, Wenjing Han
Lightweight human pose estimation algorithm based on polarized self-attention. Multim. Syst. 29 (1) (2023)
Shengjie Liu, Guo Wei, Haoyu He, Hao Wang, Yanru Chen, Dasha Hu, Yuming Jiang, Liangyin Chen
Intelligent Reflecting Surface-Assisted Physical Layer Key Generation with Deep Learning in MIMO Systems. Sensors 23 (1) (2023)
Haigang Yu, Ning He, Shengjie Liu, Wenjing Han
Human Action Recognition Method Based on Spatio-temporal Relationship. ICIG (2) (2023)
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)
Xiaolong Wu, Shize Jiang, Guangye Li, Shengjie Liu, Benjamin Metcalfe, Liang Chen, Dingguo Zhang
Deep Learning With Convolutional Neural Networks for Motor Brain-Computer Interfaces Based on Stereo-Electroencephalography (SEEG). IEEE J. Biomed. Health Informatics 27 (5) (2023)
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)
Shengjie Liu, Chuang Zhu, Yuan Li, Wenqi Tang
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels. ICASSP (2023)
Shengjie Liu, Chunjie Zhou, Jialong Li, Xiaoyun Lu
Rare Association Rule Mining Based on Reinforcement Learning. ICCPR (2023)
Shengjie Liu, Teoh Teik Toe
Alzheimer Classification Based on Inception V3 Convolutional Neural Network. ICCCS (2023)
Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix. CVPR Workshops (2022)
Ren Zhang, Ning He, Shengjie Liu, Ying Wu, Kang Yan, Yuzhe He, Ke Lu
Your heart rate betrays you: multimodal learning with spatio-temporal fusion networks for micro-expression recognition. Int. J. Multim. Inf. Retr. 11 (4) (2022)
Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix. CoRR (2022)
Shengjie Liu, Chuang Zhu, Wenqi Tang
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels. CoRR (2022)
Shengjie Liu, Qian Shi
Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery. IGARSS (2022)
Shengjie Liu, Jia Guo, Chenyang Yang
Learning Hybrid Precoding Efficiently for mmWave Systems with Mathematical Properties. GLOBECOM (2022)
Hengzhi Sun, Jinzheng Wang, Shengjie Liu, Xinyu Zhou, Liang Dai, Caiping Chen, Qinglong Xu, Xiaoan Wen, Keguang Cheng, Hongbin Sun, Haoliang Yuan
Discovery of Novel Small Molecule Inhibitors Disrupting the PCSK9-LDLR Interaction. J. Chem. Inf. Model. 61 (10) (2021)
Shengjie Liu, Haowen Luo, Qian Shi
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. IEEE Geosci. Remote. Sens. Lett. 18 (9) (2021)
Shengjie Liu, Qian Shi, Liangpei Zhang
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Shengjie Liu, Qian Shi
Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong. IGARSS (2021)
Shengjie Liu, Zhize Zhou, Huaxiang Ding, Yuanjun Zhong, Qian Shi
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 (2021)
Shengjie Liu, Chu Wing So, Chun Shing Jason Pun
Analyzing Long-Term Artificial Light at Night Using Viirs Monthly Product with Land Use Data: Preliminary Result of Hong Kong. IGARSS (2021)
Shengjie Liu, Qian Shi
Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (12) (2020)
Shengjie Liu, Xinyu Zhou, Minglei Li, Wenfeng Zhao, Shuxi Zhou, Keguang Cheng, Qinglong Xu, Caiping Chen, Xiaoan Wen, Hongbin Sun, Haoliang Yuan
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) (2020)
Shengjie Liu, Haowen Luo, Qian Shi
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. CoRR (2020)
Shengjie Liu, Qian Shi, Liangpei Zhang
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. CoRR (2020)
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) (2019)
Shengjie Liu, Qian Shi, Zhixin Qi
Multitask deep learning with spectral knowledge for hyperspectral image classification. CoRR (2019)
Shengjie Liu, Zhixin Qi, Xia Li, Anthony Gar-On Yeh
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) (2019)
Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. IGARSS (2018)