Juntao Yang

According to our database, Juntao Yang authored at least 62 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Sequential Physics-Constrained Neural Operator Forward Modeling for the Norne Reservoir System.

Clement Etienam, Juntao Yang, Oleg Ovcharenko, Nick Luiken, Tsubasa Onishi, Nefeli Moridis, Issam Said

CoRR, May, 2026

A hybrid two-level MCMC framework to accelerate posterior mean estimation with deep learning surrogates for bayesian inverse problems.

Juntao Yang, Jeff Adie, Simon See, Adriano Gualandi, Gianmarco Mengaldo

J. Comput. Phys., 2026

Multi-Objective Optimization for Critical Dimension Identification in Biomass Boiler CAD Models Based on Genetic Algorithms.

Zhiming Zhang, Yongcheng Jiang, Yang Li, Juntao Yang, Murodjon Samadiy

IEEE Access, 2026

Multistage Feedback-Driven Causal Discovery from Textual Data with Large Language Models.

Juntao Yang, Dayuan Cao, Kui Yu, Xiang Wang, Jing Yang, Lin Liu, Jiuyong Li

Proceedings of the ACM Web Conference 2026, 2026

2025

An urban land surface temperature and emissivity separation algorithm from ASTER TIR data and its application.

Jinglun Li, Kun Li, Yonggang Qian, Xianhui Dou, Qijin Han, Jian Zeng, Hang Zhao, Qiongqiong Lan, Zhaopeng Xu, Jiayi Bai, Baoan Wei, Xining Liu, Feng Wang, Juntao Yang, Yueming Wang

Int. J. Digit. Earth, December, 2025

XAI4Extremes: An interpretable machine learning framework for understanding extreme-weather precursors under climate change.

Jiawen Wei, Aniruddha Bora, Vivek Oommen, Chenyu Dong, Juntao Yang, Jeff Adie, Chen Chen, Simon See, George E. Karniadakis, Gianmarco Mengaldo

CoRR, March, 2025

CondensNet: Enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraints.

Xin Wang, Juntao Yang, Jeff Adie, Simon See, Kalli Furtado, Chen Chen, Troy Arcomano, Romit Maulik, Gianmarco Mengaldo

CoRR, February, 2025

Map-Guided Coarse-to-Fine Lunar Rover Localization via Multiview Crater Matching.

Chenming Ye, Zhizhong Kang, Xue Wan, Shuai Shao, Juntao Yang, Zhen Cao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

ARNLE model identifies prevalence potential of SARS-CoV-2 variants.

Yuqi Liu, Jing Li, Peihan Li, Yehong Yang, Kaiying Wang, Jinhui Li, Lang Yang, Jiangfeng Liu, Leili Jia, Aiping Wu, Juntao Yang, Peng Li, Hongbin Song

Nat. Mac. Intell., 2025

Escape velocity-based adaptive outlier detection algorithm.

Juntao Yang, Lijun Yang, Dongming Tang, Tao Liu

Knowl. Based Syst., 2025

NaGB-DBSCAN: An improved DBSCAN clustering algorithm by natural neighbor and granular-ball.

Ranliang Luo, Tianshuo Li, Rui Pu, Juntao Yang, Dongming Tang, Lijun Yang

Inf. Sci., 2025

Adaptive gravitational clustering algorithm integrated with noise detection.

Juntao Yang, Lijun Yang, Wentong Wang, Tao Liu, Dongming Tang

Expert Syst. Appl., 2025

Radiologist-inspired Symmetric Local-Global Multi-Supervised Learning for early diagnosis of pneumoconiosis.

Jiarui Wang, Meiyue Song, Deng-Ping Fan, Xiaoxu Wang, Shaoting Zhang, Juntao Yang, Jiangfeng Liu, Chen Wang, Binglu Wang

Expert Syst. Appl., 2025

Leveraging physics-informed neural networks for efficient modelling of coastal ecosystems dynamics: A case study of Sundarbans mangrove forest.

Majdi Fanous, Jonathan M. Eden, Juntao Yang, Simon See, Vasile Palade, Alireza Daneshkhah

Ecol. Informatics, 2025

Semantic embedding-guided graph self-attention network for plant stem-leaf separation from 3D point clouds.

Anhao Yang, Juntao Yang, Haiyang Wu, Zhenhai Li, Bo Bai, Guowei Li

Comput. Electron. Agric., 2025

2024

Non-Destructive Monitoring of Peanut Leaf Area Index by Combing UAV Spectral and Textural Characteristics.

Dan Qiao, Juntao Yang, Bo Bai, Guowei Li, Jianguo Wang, Zhenhai Li, Jincheng Liu, Jiayin Liu

Remote. Sens., June, 2024

GNaN: A natural neighbor search algorithm based on universal gravitation.

Juntao Yang, Lijun Yang, Jinghui Zhang, Qiwen Liang, Wentong Wang, Dongming Tang, Tao Liu

Pattern Recognit., February, 2024

Estimation of Land Surface Temperature from Chinese ZY1-02E IRS Data.

Xianhui Dou, Kun Li, Qi Zhang, Chenyang Ma, Hongzhao Tang, Xining Liu, Yonggang Qian, Jun Chen, Jinglun Li, Yichao Li, Tao Wang, Feng Wang, Juntao Yang

Remote. Sens., January, 2024

PneumoLLM: Harnessing the power of large language model for pneumoconiosis diagnosis.

Meiyue Song, Jiarui Wang, Zhihua Yu, Jiaxin Wang, Le Yang, Yuting Lu, Baicun Li, Xue Wang, Xiaoxu Wang, Qinghua Huang, Zhijun Li, Nikolaos I. Kanellakis, Jiangfeng Liu, Jing Wang, Binglu Wang, Juntao Yang

Medical Image Anal., 2024

Natural local density-based adaptive oversampling algorithm for imbalanced classification.

Wentong Wang, Lijun Yang, Jinghui Zhang, Juntao Yang, Dongming Tang, Tao Liu

Knowl. Based Syst., 2024

NMNN: Newtonian Mechanics-based Natural Neighbor algorithm.

Wentong Wang, Lijun Yang, Juntao Yang, Jinghui Zhang, Dongming Tang, Tao Liu

Inf. Sci., 2024

Non-parameter clustering algorithm based on chain propagation and natural neighbor.

Tianshuo Li, Lijun Yang, Juntao Yang, Rui Pu, Jinghui Zhang, Dongming Tang, Tao Liu

Inf. Sci., 2024

Reservoir History Matching of the Norne field with generative exotic priors and a coupled Mixture of Experts - Physics Informed Neural Operator Forward Model.

Clement Etienam, Juntao Yang, Oleg Ovcharenko, Issam Said

CoRR, 2024

A Novel A.I Enhanced Reservoir Characterization with a Combined Mixture of Experts - NVIDIA Modulus based Physics Informed Neural Operator Forward Model.

Clement Etienam, Juntao Yang, Issam Said, Oleg Ovcharenko, Kaustubh Tangsali, Pavel Dimitrov, Ken Hester

CoRR, 2024

Multilevel Markov Chain Monte Carlo for Bayesian inverse problems for Navier Stokes equation with Lagrangian Observations.

Juntao Yang

CoRR, 2024

Estimation of crop leaf area index based on Sentinel-2 images and PROSAIL-Transformer coupling model.

Tianjiao Liu, Si-Bo Duan, Niantang Liu, Baoan Wei, Juntao Yang, Jiankui Chen, Li Zhang

Comput. Electron. Agric., 2024

Coulomb's law-inspired parameter-free outlier detection algorithm.

Rui Pu, Jia Xu, Lijun Yang, Tianshuo Li, Juntao Yang, Jingyi Li, Dongming Tang

Appl. Soft Comput., 2024

Topographic knowledge-aware network for automatic small-scale impact crater detection from lunar digital elevation models.

Juntao Yang, Shuowei Zhang, Lin Li, Zhizhong Kang, Yuechao Ma

Int. J. Appl. Earth Obs. Geoinformation, 2024

Atmospheric Correction and Uncertainty Analysis of High Resolution Optical Satellite Images.

Ruoxi Yang, Lingling Ma, Yongguang Zhao, Xin Lu, Wan Li, Ning Wang, Renfei Wang, Zui Tao, Juntao Yang, Feng Wang

Proceedings of the IGARSS 2024, 2024

Peanut Leaf Area Index Estimation Based on Fusion of Texture and Spectral Information from UAV Imagery.

Dan Qiao, Juntao Yang, Bo Bai, Guowei Li, Jianguo Wang, Zhenhai Li, Jincheng Liu, Jiayin Liu

Proceedings of the IGARSS 2024, 2024

Hynify: A High-throughput and Unified Accelerator for Multi-Mode Nonparametric Statistics.

Kaihong Huang, Dian Shen, Zhaoyang Wang, Juntao Yang, Beilun Wang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Winter wheat classification within heterogeneous agricultural landscapes.

Jiayi Zhang, Zhenhai Li, Juntao Yang, Yingying Dong, Mingxian Zhao

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

2023

A Semantics-Guided Visual Simultaneous Localization and Mapping with U-Net for Complex Dynamic Indoor Environments.

Zhi Zeng, Hui Lin, Zhizhong Kang, Xiaokui Xie, Juntao Yang, Chuyu Li, Longze Zhu

Remote. Sens., December, 2023

A Method Based on Improved iForest for Trunk Extraction and Denoising of Individual Street Trees.

Zhiyuan Li, Jian Wang, Zhenyu Zhang, Fengxiang Jin, Juntao Yang, Wenxiao Sun, Yi Cao

Remote. Sens., January, 2023

A Category-Contrastive Guided-Graph Convolutional Network Approach for the Semantic Segmentation of Point Clouds.

Xuzhe Wang, Juntao Yang, Zhizhong Kang, Junjian Du, Zhaotong Tao, Dan Qiao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Coarse-to-Fine Crater Matching From Heterogeneous Surfaces of LROC NAC and Chang'e-2 DOM Images.

Ze Yang, Zhizhong Kang, Zhen Cao, Juntao Yang, Man Peng, Bin Liu

IEEE Geosci. Remote. Sens. Lett., 2023

PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis.

Meiyue Song, Zhihua Yu, Jiaxin Wang, Jiarui Wang, Yuting Lu, Baicun Li, Xiaoxu Wang, Qinghua Huang, Zhijun Li, Nikolaos I. Kanellakis, Jiangfeng Liu, Jing Wang, Binglu Wang, Juntao Yang

CoRR, 2023

Hybrid two-level MCMC for Bayesian Inverse Problems.

Juntao Yang

CoRR, 2023

2022

Determination of building flood risk maps from LiDAR mobile mapping data.

Yu Feng, Qing Xiao, Claus Brenner, Aaron Peche, Juntao Yang, Udo Feuerhake, Monika Sester

Comput. Environ. Urban Syst., 2022

A Laboratory Open-Set Martian Rock Classification Method Based on Spectral Signatures.

Juntao Yang, Zhizhong Kang, Ze Yang, Juan Xie, Bin Xue, Jianfeng Yang, Jinyou Tao

IEEE Trans. Geosci. Remote. Sens., 2022

Automatic Laboratory Martian Rock and Mineral Classification Using Highly-Discriminative Representation Derived from Spectral Signatures.

Juntao Yang, Zhizhong Kang, Ze Yang, Juan Xie, Bin Xue, Jianfeng Yang, Jinyou Tao

Remote. Sens., 2022

Reconstruction of Power Pylons From LiDAR Point Clouds Based on Structural Segmentation and Parameter Estimation.

Hui Wang, Teng Hu, Zhen Wang, Zhizhong Kang, Perpetual Hope Akwensi, Juntao Yang

IEEE Geosci. Remote. Sens. Lett., 2022

PCKT: Problem Composition in Knowledge Tracking.

Huaxiong Yao, Juntao Yang, Zuoquan Xie, Jia Guo, Renyi Chen, Mengling Hu

Proceedings of the 14th International Conference on Education Technology and Computers, 2022

MRA-DGCN: Multi-Range Attention-Based Dynamic Graph Convolutional Network for Traffic Prediction.

Huaxiong Yao, Renyi Chen, Zuoquan Xie, Juntao Yang, Mengling Hu, Jia Guo

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A Semiautomatic Registration Method for Chang'E-1 IIM Imagery Based on Globally Geo-Reference LROC-WAC Mosaic Imagery.

Ze Yang, Zhizhong Kang, Juntao Yang

IEEE Geosci. Remote. Sens. Lett., 2021

A Label-Constraint Building Roof Detection Method From Airborne LiDAR Point Clouds.

Juntao Yang, Zhizhong Kang, Perpetual Hope Akwensi

IEEE Geosci. Remote. Sens. Lett., 2021

2020

An Individual Tree Segmentation Method Based on Watershed Algorithm and Three-Dimensional Spatial Distribution Analysis From Airborne LiDAR Point Clouds.

Juntao Yang, Zhizhong Kang, Sai Cheng, Zhou Yang, Perpetual Hope Akwensi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Fisher Vector Encoding of Supervoxel-Based Features for Airborne LiDAR Data Classification.

Perpetual Hope Akwensi, Zhizhong Kang, Juntao Yang

IEEE Geosci. Remote. Sens. Lett., 2020

A Review of Techniques for 3D Reconstruction of Indoor Environments.

Zhizhong Kang, Juntao Yang, Zhou Yang, Sai Cheng

ISPRS Int. J. Geo Inf., 2020

2019

Coarse-to-Fine Extraction of Small-Scale Lunar Impact Craters From the CCD Images of the Chang'E Lunar Orbiters.

Zhizhong Kang, Xingkun Wang, Teng Hu, Juntao Yang

IEEE Trans. Geosci. Remote. Sens., 2019

A Skeleton-Based Hierarchical Method for Detecting 3-D Pole-Like Objects From Mobile LiDAR Point Clouds.

Juntao Yang, Zhizhong Kang, Perpetual Hope Akwensi

IEEE Geosci. Remote. Sens. Lett., 2019

2018

Voxel-Based Extraction of Transmission Lines From Airborne LiDAR Point Cloud Data.

Juntao Yang, Zhizhong Kang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Voxel-Based Extraction and Classification of 3-D Pole-Like Objects From Mobile LiDAR Point Cloud Data.

Zhizhong Kang, Juntao Yang, Ruofei Zhong, Yongxing Wu, Zhenwei Shi, Roderik Lindenbergh

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

2017

A Bayesian-Network-Based Classification Method Integrating Airborne LiDAR Data With Optical Images.

Zhizhong Kang, Juntao Yang, Ruofei Zhong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2015

Calibration of the L-MEB Model for Croplands in HiWATER Using PLMR Observation.

Shuang Yan, Lingmei Jiang, Linna Chai, Juntao Yang, Xiaokang Kou

Remote. Sens., 2015

2014

Comparison of SSMIS, AMSR-E and MWRI brightness temperature data.

Juntao Yang, Kari Luojus, Juha Lemmetyinen, Lingmei Jiang, Jouni Pulliainen

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Comparison of microwave brightness temperature simulated in croplands using L-MEB model in Hiwater with Polarimetric L-band multibeam radiometer.

Shuang Yan, Lingmei Jiang, Xinxin Li, Juntao Yang

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Evaluation and comparison of FY-2E VISSR, MODIS and IMS snow cover over the Tibetan Plateau.

Juntao Yang, Lingmei Jiang, Jiancheng Shi, Fengmin Wu, Shu Wang, Xiaokang Kou

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A new dielectric model for vegetation in frozen environment - Part II: Validation section.

Fengmin Wu, Linna Chai, Lixin Zhang, Shaojie Zhao, Xiaokang Kou, Juntao Yang

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Estimate of soil moisture using refined microwave vegetation index based on AMSR-E.

Shu Wang, Lingmei Jiang, Tianjie Zhao, Juntao Yang

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Monitoring snow cover over China with FY-2E VISSR and FY-3B MWRI.

Juntao Yang, Lingmei Jiang, Jiancheng Shi, Lixin Zhang

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Retrieval of single scattering albedo of winter wheat in North China Plain based on AMSR-E data.

Fengmin Wu, Linna Chai, Lixin Zhang, Lingmei Jiang, Juntao Yang

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012