Shancheng Jiang

21 papers A* 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Hybrid State-Space Models and Denoising Training for Unpaired Medical Image Synthesis.
MICCAI (2)
Junming Zhang, Shancheng Jiang
2024 J jnl
A diagnostic report supervised deep learning model training strategy for diagnosis of COVID-19.
Pattern Recognit.
Shiqi Deng, Xing Zhang, Shancheng Jiang
2024 J jnl
A distributionally robust optimization approach for the potassium fertilizer product transportation considering transshipment through crossdocks.
Comput. Oper. Res.
Shancheng Jiang, Qize Liu, Lubin Wu, Yu Zhang, Muhammet Deveci, Zhen-Song Chen
2024 J jnl
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification.
Inf. Sci.
Shancheng Jiang, Zehui Wu, Haiqiong Yang, Kun Xiang, Weiping Ding, Zhen-Song Chen
2024 J jnl
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification.
CoRR
Shuai Li, Xiaoguang Ma, Shancheng Jiang, Lu Meng
2023 J jnl
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand.
Inf. Sci.
Xiaoting Zhou, Lubin Wu, Yu Zhang, Zhen-Song Chen, Shancheng Jiang
2023 J jnl
Multi-objective auto-scaling scheduling for micro-service workflows in hybrid clouds.
Enterp. Inf. Syst.
Shijia Wang, Xuan Liu, Ming Gao, Mingxia Chen, Kai-Leung Yung, Shancheng Jiang
2023 A* conf
Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection.
AAAI
Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang
2022 J jnl
AGNet: Automatic generation network for skin imaging reports.
Comput. Biol. Medicine
Fan Wu, Haiqiong Yang, Linlin Peng, Zongkai Lian, Mingxin Li, Gang Qu, Shancheng Jiang, Yu Han
2022 J jnl
Automated Detection of Multitype Landforms on Mars Using a Light-Weight Deep Learning-Based Detector.
IEEE Trans. Aerosp. Electron. Syst.
Shancheng Jiang, Zongkai Lian, Kai-Leung Yung, W. H. Ip, Ming Gao
2022 J jnl
Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection.
CoRR
Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang
2021 J jnl
A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis.
IEEE J. Biomed. Health Informatics
Shancheng Jiang, Huichuan Li, Zhi Jin
2021 J jnl
A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease.
Appl. Soft Comput.
Kun Xiang, Linlin Peng, Haiqiong Yang, Mingxin Li, Zhongfa Cao, Shancheng Jiang, Gang Qu
2021 J jnl
A robust end-to-end deep learning framework for detecting Martian landforms with arbitrary orientations.
Knowl. Based Syst.
Shancheng Jiang, Fan Wu, Kai-Leung Yung, Yingqiao Yang, W. H. Ip, Ming Gao, James Abbott Foster
2020 J jnl
Artificial Intelligence-Based Application to Explore Inhibitors of Neurodegenerative Diseases.
Frontiers Neurorobotics
Leping Deng, Weihe Zhong, Lu Zhao, Xuedong He, Zongkai Lian, Shancheng Jiang, Calvin Yu-Chian Chen
2020 — conf
C-Algl Net: Pathological Images Generate Diagnostic Results.
ISBI Workshops
Zongkai Lian, Haiqiong Yang, Fan Wu, Mingxin Li, Shancheng Jiang
2020 J jnl
GUEST EDITORIAL: Special Section on Data-enabled Intelligence in Complex Agricultural Systems.
Intell. Autom. Soft Comput.
Long Wang, Zhe Song, Chao Huang, Shancheng Jiang, Jenq-Haur Wang
2019 J jnl
Combining Deep Neural Networks and Classical Time Series Regression Models for Forecasting Patient Flows in Hong Kong.
IEEE Access
Shancheng Jiang, Ran Xiao, Long Wang, Xiong Luo, Chao Huang, Jenq-Haur Wang, Kwai-Sang Chin, Ximing Nie
2018 J jnl
A universal deep learning approach for modeling the flow of patients under different severities.
Comput. Methods Programs Biomed.
Shancheng Jiang, Kwai-Sang Chin, Kwok-Leung Tsui
2018 J jnl
An integrated machine learning framework for hospital readmission prediction.
Knowl. Based Syst.
Shancheng Jiang, Kwai-Sang Chin, Gang Qu, Kwok-Leung Tsui
2017 J jnl
Modified genetic algorithm-based feature selection combined with pre-trained deep neural network for demand forecasting in outpatient department.
Expert Syst. Appl.
Shancheng Jiang, Kwai-Sang Chin, Long Wang, Gang Qu, Kwok-Leung Tsui