Mingchao Li

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 59

Top Topics

Machine Learning

Vessel Segmentation

Top Venues

Adv. Eng. Informatics

IEEE Trans. Medical Imaging

Publications

Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Qiubing Ren, Dongliang Zhang, Mingchao Li, Shu Chen, Dan Tian, Heng Li, Leping Liu
Automatic quality compliance checking in concrete dam construction: Integrating rule syntax parsing and semantic distance. Adv. Eng. Informatics 60 (2024)
Yuhan Zhang, Xiao Ma, Kun Huang, Mingchao Li, Pheng-Ann Heng
Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images. IEEE Trans. Medical Imaging 43 (8) (2024)
Mingchao Li, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
OCTA-500: A retinal dataset for optical coherence tomography angiography study. Medical Image Anal. 93 (2024)
Mingchao Li, Ge Guo, Xinxin Zhang
The Exponential Scaling Law for Taxi Mobility Patterns. IEEE Intell. Transp. Syst. Mag. 16 (2) (2024)
Mingze Li, Mingchao Li, Qiubing Ren, Heng Li, Lei Xiao, Xin Fang
PipeTransUNet: CNN and Transformer fusion network for semantic segmentation and severity quantification of multiple sewer pipe defects. Appl. Soft Comput. 159 (2024)
Minghao Li, Qiubing Ren, Mingchao Li, Xin Fang, Lei Xiao, Heng Li
A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division. Adv. Eng. Informatics 60 (2024)
Minghao Li, Qiubing Ren, Mingchao Li, Ting Kong, Heng Li, Huijing Tian, Shiyuan Liu
Digital twin-enabled collision early warning system for marine piling: Application to a wharf project in China. Adv. Eng. Informatics 59 (2024)
Xiaojian Zhang, Dan Tian, Qiubing Ren, Mingchao Li, Yang Shen, Shuai Han
A hybrid deep semantic mining method considering fuzzy expressions for the automatic recognition of construction safety hazard information. Adv. Eng. Informatics 61 (2024)
Qiubing Ren, Heng Li, Mingchao Li, Juntao Zhang, Ting Kong
Towards online monitoring of concrete dam displacement subject to time-varying environments: An improved sequential learning approach. Adv. Eng. Informatics 55 (2023)
Yuhan Zhang, Kun Huang, Mingchao Li, Songtao Yuan, Qiang Chen
Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration. CoRR (2023)
Qiubing Ren, Mingchao Li, Rui Kong, Yang Shen, Shengli Du
A hybrid approach for interval prediction of concrete dam displacements under uncertain conditions. Eng. Comput. 39 (2) (2023)
Liuyin Wang, Mingchao Li, Hai-Tao Zheng
Rethinking Rule-Based Approaches in Session-Based Recommendation. ICASSP (2023)
Yuhan Zhang, Kun Huang, Mingchao Li, Songtao Yuan, Qiang Chen
Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration. Comput. Methods Programs Biomed. 230 (2023)
Liping Liu, Mingchao Li, Shanshan Ji
A research on digital learning system based on multiplayer online animation game. Libr. Hi Tech 41 (5) (2023)
Kun Huang, Mingchao Li, Jiale Yu, Jinxin Miao, Zizhong Hu, Songtao Yuan, Qiang Chen
Lesion-aware generative adversarial networks for color fundus image to fundus fluorescein angiography translation. Comput. Methods Programs Biomed. 229 (2023)
Zetian Zhang, Mingchao Li, Songtao Yuan, Qiang Chen
Vessel Centripetality: A New Indicator for Morphological Analysis of Arteries and Veins. ISBI (2023)
Dan Tian, Mingchao Li, Yang Shen, Shuai Han
Intelligent mining of safety hazard information from construction documents using semantic similarity and information entropy. Eng. Appl. Artif. Intell. 119 (2023)
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images". IEEE Trans. Medical Imaging 42 (1) (2023)
Qiubing Ren, Heng Li, Mingchao Li, Ting Kong, Runhao Guo
Bayesian incremental learning paradigm for online monitoring of dam behavior considering global uncertainty. Appl. Soft Comput. 143 (2023)
Jingjing Huo, Sensen Wen, Yulong Chen, Mingchao Li
Neighbor Distinguishing Colorings of Graphs with the Restriction for Maximum Average Degree. Axioms 12 (12) (2023)
Kun Huang, Na Su, Xiao Ma, Mingchao Li, Jiadong Yang, Songtao Yuan, Yun Liu, Qiang Chen
Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks. Biomed. Signal Process. Control. 84 (2023)
Mingchao Li, Liping Liu
Students' perceptions of augmented reality integrated into a mobile learning environment. Libr. Hi Tech 41 (5) (2023)
Liuyin Wang, Mingchao Li, Hai-Tao Zheng
High-Level Feature Fusion Network for Session-Based Social Recommendation. ICASSP (2023)
Qiubing Ren, Heng Li, Xia-zhong Zheng, Mingchao Li, Lei Xiao, Ting Kong
Multi-block synchronous prediction of concrete dam displacements using MIMO machine learning paradigm. Adv. Eng. Informatics 55 (2023)
Mingchao Li, Kun Huang, Xiao Ma, Yuexuan Wang, Wen Fan, Qiang Chen
Mask Distillation Network for Conjunctival Hyperemia Severity Classification. Mach. Intell. Res. 20 (6) (2023)
Mingchao Li, Xiaoming Shi, Haitao Leng, Wei Zhou, Hai-Tao Zheng, Kuncai Zhang
Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval. AAAI (2023)
Mingchao Li, Minghao Li, Qiubing Ren, Heng Li, Lingguang Song
DRLSTM: A dual-stage deep learning approach driven by raw monitoring data for dam displacement prediction. Adv. Eng. Informatics 51 (2022)
Mingchao Li, Weiwei Zhang, Qiang Chen
Image Magnification Network for Vessel Segmentation in OCTA Images. PRCV (4) (2022)
Mingchao Li, Liuyin Wang, Haozhuang Liu, Wei Wang, Hai-Tao Zheng
Context Reasoning Attention Network: Generating Plausible Distractors for Multi-choice Questions. ICANN (3) (2022)
Haoming He, Yerui Chen, Mingchao Li, Qiang Chen
ForkNet: Strong Semantic Feature Representation and Subregion Supervision for Accurate Remote Sensing Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Mingchao Li, Kun Huang, Zetian Zhang, Xiao Ma, Qiang Chen
Label Adversarial Learning for Skeleton-level to Pixel-level Adjustable Vessel Segmentation. CoRR (2022)
Jingjing Huo, Mingchao Li, Ying Wang
A Characterization for the Neighbor-Distinguishing Index of Planar Graphs. Symmetry 14 (7) (2022)
Dongliang Zhang, Mingchao Li, Dan Tian, Lingguang Song, Yang Shen
Intelligent text recognition based on multi-feature channels network for construction quality control. Adv. Eng. Informatics 53 (2022)
Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Yuhan Zhang, Mingchao Li, Zexuan Ji, Wen Fan, Songtao Yuan, Qinghuai Liu, Qiang Chen
Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images. Neurocomputing 462 (2021)
Mingchao Li, Yerui Chen, Kun Huang, Wen Fang, Qiang Chen
Attention Guided Slit Lamp Image Quality Assessment. OMIA@MICCAI (2021)
Qiubing Ren, Mingchao Li, Heng Li, Yang Shen
A novel deep learning prediction model for concrete dam displacements using interpretable mixed attention mechanism. Adv. Eng. Informatics 50 (2021)
Mingchao Li
Recognition of Psychological Characteristics of Students' Behavior Based on Improved Machine Learning. J. Sensors 2021 (2021)
Qiubing Ren, Mingchao Li, Heng Li, Lingguang Song, Wen Si, Han Liu
A robust prediction model for displacement of concrete dams subjected to irregular water-level fluctuations. Comput. Aided Civ. Infrastructure Eng. 36 (5) (2021)
Mingchao Li, Yerui Chen, Weiwei Zhang, Qiang Chen
Image Magnification Network for Vessel Segmentation in OCTA Images. CoRR (2021)
Sappa Loza Bekalo, Idowu Paul Okuwobi, Mingchao Li, Yuhan Zhang, Sha Xie, Songtao Yuan, Qiang Chen
RetFluidNet: Retinal Fluid Segmentation for SD-OCT Images Using Convolutional Neural Network. J. Digit. Imaging 34 (3) (2021)
Dan Tian, Mingchao Li, Jonathan Shi, Yang Shen, Shuai Han
On-site text classification and knowledge mining for large-scale projects construction by integrated intelligent approach. Adv. Eng. Informatics 49 (2021)
Sha Xie, Yuhan Zhang, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation. ACPR (2) (2021)
Haozhuang Liu, Mingchao Li, Yang Wang, Wang Chen, Haitao Zheng
SphereCF: Sphere Embedding for Collaborative Filtering. ICONIP (1) (2021)
Mingchao Li, Wen Si, Qiubing Ren, Lingguang Song, Han Liu
An integrated method for evaluating and predicting long-term operation safety of concrete dams considering lag effect. Eng. Comput. 37 (4) (2021)
Tian Li, Kun Huang, Yuhan Zhang, Mingchao Li, Weiwei Zhang, Qiang Chen
Multi-stage Domain Adaptation for Subretinal Fluid Classification in Cross-device OCT Images. ACPR (1) (2021)
Mengxi Zhang, Mingchao Li, Jinrui Zhang, Le Liu, Heng Li
Onset detection of ultrasonic signals for the testing of concrete foundation piles by coupled continuous wavelet transform and machine learning algorithms. Adv. Eng. Informatics 43 (2020)
Chen Huang, Keren Xie, Yuhan Zhang, Mingchao Li, Zhongmin Wang, Qiang Chen
Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion Fusion. MICCAI (5) (2020)
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images. IEEE Trans. Medical Imaging 39 (11) (2020)
Yuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen
Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation. MICCAI (5) (2020)
Mingchao Li, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation. CoRR (2020)
Qiubing Ren, Mingchao Li, Lingguang Song, Han Liu
An optimized combination prediction model for concrete dam deformation considering quantitative evaluation and hysteresis correction. Adv. Eng. Informatics 46 (2020)
Ye Zhang, Mingchao Li, Shuai Han, Qiubing Ren, Jonathan Shi
Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algorithms. Sensors 19 (18) (2019)
Mingchao Li, Yang Shen, Qiubing Ren, Heng Li
A new distributed time series evolution prediction model for dam deformation based on constituent elements. Adv. Eng. Informatics 39 (2019)
Shuai Han, Heng Li, Mingchao Li, Xiaochun Luo
Measuring rock surface strength based on spectrograms with deep convolutional networks. Comput. Geosci. 133 (2019)
Mingchao Li, Miao Liang, Beiliang Du, Jingyuan Chen
A construction for optimal c-splitting authentication and secrecy codes. Des. Codes Cryptogr. 86 (8) (2018)
Shuai Han, Gang Wang, Mingchao Li
A trace map comparison algorithm for the discrete fracture network models of rock masses. Comput. Geosci. 115 (2018)
Mingchao Li, Yunpeng Hu, Yanqun Tang, Xiangwen Yao
Frame loss detecting for unobtrusive display camera visible light communication. ICSPCC (2017)
Mingchao Li, Miao Liang, Beiliang Du
A construction of t-fold perfect splitting authentication codes with equal deception probabilities. Cryptogr. Commun. 7 (2) (2015)
Mingchao Li, Yan Zhang, Beiliang Du
Some new results on mutually orthogonal frequency squares. Discret. Math. 331 (2014)
Yi Shi, Mingchao Li, Xin Xiong, Guanglin Han, Xiaodai Dong
A flexible backhaul architecture for small cell networks. PIMRC (2014)
Miao Liang, Mingchao Li, Beiliang Du
A construction for t-fold perfect authentication codes with arbitration. Des. Codes Cryptogr. 73 (3) (2014)
Yi Shi, Mingchao Li, Xin Xiong, Guanglin Han, Lei Wan, Xiaodai Dong
A flexible backhaul architecture for LTE-Advanced. ICCVE (2014)
Yuankai Qi, Kaikun Dong, Lu Yin, Mingchao Li
3D Segmentation of the Lung Based on the Neighbor Information and Curvature. ICIG (2013)
Qingde Kang, Mingchao Li, Jingjing Huo
Nonisomorphic Maximum Packing and Minimum Covering of K v with 8-Cycles. Graphs Comb. 29 (4) (2013)
Yuanyuan Liu, Qingde Kang, Mingchao Li
, k)-triple systems. Ars Comb. 103 (2012)
Mingchao Li, Jingjing Huo, Zhichao Gao
with Octagons. Graphs Comb. 25 (5) (2009)
Mingchao Li, Zhongyao Wang, Jie Liu
3D Evaluation and Analysis of Landslide Instability Mechanism of Reservoir Banks: A Case Study in the Three Gorges Reservoir. ISCSCT (1) (2008)
Deng-Hua Zhong, Mingchao Li, Ling-Guang Song, Gang Wang
Enhanced NURBS modeling and visualization for large 3D geoengineering applications: An example from the Jinping first-level hydropower engineering project, China. Comput. Geosci. 32 (9) (2006)
Deng-Hua Zhong, Mingchao Li, Gang Wang, Huang Wei
NURBS-based 3D graphical modeling and visualization of geological structures. ICIG (2004)