Juntao Yang

63 papers A* 2B 2C 9Journal 48Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid two-level MCMC framework to accelerate posterior mean estimation with deep learning surrogates for bayesian inverse problems.
J. Comput. Phys.
Juntao Yang, Jeff Adie, Simon See, Adriano Gualandi, Gianmarco Mengaldo
2026 J jnl
Multi-Objective Optimization for Critical Dimension Identification in Biomass Boiler CAD Models Based on Genetic Algorithms.
IEEE Access
Zhiming Zhang, Yongcheng Jiang, Yang Li, Juntao Yang, Murodjon Samadiy
2026 A* conf
Multistage Feedback-Driven Causal Discovery from Textual Data with Large Language Models.
WWW
Juntao Yang, Dayuan Cao, Kui Yu, Xiang Wang, Jing Yang, Lin Liu, Jiuyong Li
2025 J jnl
ARNLE model identifies prevalence potential of SARS-CoV-2 variants.
Nat. Mac. Intell.
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
2025 J jnl
Adaptive gravitational clustering algorithm integrated with noise detection.
Expert Syst. Appl.
Juntao Yang, Lijun Yang, Wentong Wang, Tao Liu, Dongming Tang
2025 J jnl
An urban land surface temperature and emissivity separation algorithm from ASTER TIR data and its application.
Int. J. Digit. Earth
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
2025 J jnl
CondensNet: Enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraints.
CoRR
Xin Wang, Juntao Yang, Jeff Adie, Simon See, Kalli Furtado, Chen Chen, Troy Arcomano, Romit Maulik, Gianmarco Mengaldo
2025 J jnl
Escape velocity-based adaptive outlier detection algorithm.
Knowl. Based Syst.
Juntao Yang, Lijun Yang, Dongming Tang, Tao Liu
2025 J jnl
Leveraging physics-informed neural networks for efficient modelling of coastal ecosystems dynamics: A case study of Sundarbans mangrove forest.
Ecol. Informatics
Majdi Fanous, Jonathan M. Eden, Juntao Yang, Simon See, Vasile Palade, Alireza Daneshkhah
2025 J jnl
Map-Guided Coarse-to-Fine Lunar Rover Localization via Multiview Crater Matching.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chenming Ye, Zhizhong Kang, Xue Wan, Shuai Shao, Juntao Yang, Zhen Cao
2025 J jnl
NaGB-DBSCAN: An improved DBSCAN clustering algorithm by natural neighbor and granular-ball.
Inf. Sci.
Ranliang Luo, Tianshuo Li, Rui Pu, Juntao Yang, Dongming Tang, Lijun Yang
2025 J jnl
Radiologist-inspired Symmetric Local-Global Multi-Supervised Learning for early diagnosis of pneumoconiosis.
Expert Syst. Appl.
Jiarui Wang, Meiyue Song, Deng-Ping Fan, Xiaoxu Wang, Shaoting Zhang, Juntao Yang, Jiangfeng Liu, Chen Wang, Binglu Wang
2025 J jnl
Semantic embedding-guided graph self-attention network for plant stem-leaf separation from 3D point clouds.
Comput. Electron. Agric.
Anhao Yang, Juntao Yang, Haiyang Wu, Zhenhai Li, Bo Bai, Guowei Li
2025 J jnl
XAI4Extremes: An interpretable machine learning framework for understanding extreme-weather precursors under climate change.
CoRR
Jiawen Wei, Aniruddha Bora, Vivek Oommen, Chenyu Dong, Juntao Yang, Jeff Adie, Chen Chen, Simon See, George E. Karniadakis, Gianmarco Mengaldo
2024 J jnl
A Novel A.I Enhanced Reservoir Characterization with a Combined Mixture of Experts - NVIDIA Modulus based Physics Informed Neural Operator Forward Model.
CoRR
Clement Etienam, Juntao Yang, Issam Said, Oleg Ovcharenko, Kaustubh Tangsali, Pavel Dimitrov, Ken Hester
2024 C conf
Atmospheric Correction and Uncertainty Analysis of High Resolution Optical Satellite Images.
IGARSS
Ruoxi Yang, Lingling Ma, Yongguang Zhao, Xin Lu, Wan Li, Ning Wang, Renfei Wang, Zui Tao, Juntao Yang, Feng Wang
2024 J jnl
Coulomb's law-inspired parameter-free outlier detection algorithm.
Appl. Soft Comput.
Rui Pu, Jia Xu, Lijun Yang, Tianshuo Li, Juntao Yang, Jingyi Li, Dongming Tang
2024 J jnl
Estimation of Land Surface Temperature from Chinese ZY1-02E IRS Data.
Remote. Sens.
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
2024 J jnl
Estimation of crop leaf area index based on Sentinel-2 images and PROSAIL-Transformer coupling model.
Comput. Electron. Agric.
Tianjiao Liu, Si-Bo Duan, Niantang Liu, Baoan Wei, Juntao Yang, JianKui Chen, Li Zhang
2024 J jnl
GNaN: A natural neighbor search algorithm based on universal gravitation.
Pattern Recognit.
Juntao Yang, Lijun Yang, Jinghui Zhang, Qiwen Liang, Wentong Wang, Dongming Tang, Tao Liu
2024 A* conf
Hynify: A High-throughput and Unified Accelerator for Multi-Mode Nonparametric Statistics.
DAC
Kaihong Huang, Dian Shen, Zhaoyang Wang, Juntao Yang, Beilun Wang
2024 J jnl
Multilevel Markov Chain Monte Carlo for Bayesian inverse problems for Navier Stokes equation with Lagrangian Observations.
CoRR
Juntao Yang
2024 J jnl
NMNN: Newtonian Mechanics-based Natural Neighbor algorithm.
Inf. Sci.
Wentong Wang, Lijun Yang, Juntao Yang, Jinghui Zhang, Dongming Tang, Tao Liu
2024 J jnl
Natural local density-based adaptive oversampling algorithm for imbalanced classification.
Knowl. Based Syst.
Wentong Wang, Lijun Yang, Jinghui Zhang, Juntao Yang, Dongming Tang, Tao Liu
2024 J jnl
Non-Destructive Monitoring of Peanut Leaf Area Index by Combing UAV Spectral and Textural Characteristics.
Remote. Sens.
Dan Qiao, Juntao Yang, Bo Bai, Guowei Li, Jianguo Wang, Zhenhai Li, Jincheng Liu, Jiayin Liu
2024 J jnl
Non-parameter clustering algorithm based on chain propagation and natural neighbor.
Inf. Sci.
Tianshuo Li, Lijun Yang, Juntao Yang, Rui Pu, Jinghui Zhang, Dongming Tang, Tao Liu
2024 C conf
Peanut Leaf Area Index Estimation Based on Fusion of Texture and Spectral Information from UAV Imagery.
IGARSS
Dan Qiao, Juntao Yang, Bo Bai, Guowei Li, Jianguo Wang, Zhenhai Li, Jincheng Liu, Jiayin Liu
2024 J jnl
PneumoLLM: Harnessing the power of large language model for pneumoconiosis diagnosis.
Medical Image Anal.
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
2024 J jnl
Reservoir History Matching of the Norne field with generative exotic priors and a coupled Mixture of Experts - Physics Informed Neural Operator Forward Model.
CoRR
Clement Etienam, Juntao Yang, Oleg Ovcharenko, Issam Said
2024 J jnl
Topographic knowledge-aware network for automatic small-scale impact crater detection from lunar digital elevation models.
Int. J. Appl. Earth Obs. Geoinformation
Juntao Yang, Shuowei Zhang, Lin Li, Zhizhong Kang, Yuechao Ma
2024 — conf
Winter wheat classification within heterogeneous agricultural landscapes.
Agro-Geoinformatics
Jiayi Zhang, Zhenhai Li, Juntao Yang, Yingying Dong, Mingxian Zhao
2023 J jnl
A Category-Contrastive Guided-Graph Convolutional Network Approach for the Semantic Segmentation of Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuzhe Wang, Juntao Yang, Zhizhong Kang, Junjian Du, Zhaotong Tao, Dan Qiao
2023 J jnl
A Method Based on Improved iForest for Trunk Extraction and Denoising of Individual Street Trees.
Remote. Sens.
Zhiyuan Li, Jian Wang, Zhenyu Zhang, Fengxiang Jin, Juntao Yang, Wenxiao Sun, Yi Cao
2023 J jnl
A Semantics-Guided Visual Simultaneous Localization and Mapping with U-Net for Complex Dynamic Indoor Environments.
Remote. Sens.
Zhi Zeng, Hui Lin, Zhizhong Kang, Xiaokui Xie, Juntao Yang, Chuyu Li, Longze Zhu
2023 J jnl
Coarse-to-Fine Crater Matching From Heterogeneous Surfaces of LROC NAC and Chang'e-2 DOM Images.
IEEE Geosci. Remote. Sens. Lett.
Ze Yang, Zhizhong Kang, Zhen Cao, Juntao Yang, Man Peng, Bin Liu
2023 J jnl
Hybrid two-level MCMC for Bayesian Inverse Problems.
CoRR
Juntao Yang
2023 J jnl
PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis.
CoRR
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
2022 J jnl
A Laboratory Open-Set Martian Rock Classification Method Based on Spectral Signatures.
IEEE Trans. Geosci. Remote. Sens.
Juntao Yang, Zhizhong Kang, Ze Yang, Juan Xie, Bin Xue, Jianfeng Yang, Jinyou Tao
2022 J jnl
Automatic Laboratory Martian Rock and Mineral Classification Using Highly-Discriminative Representation Derived from Spectral Signatures.
Remote. Sens.
Juntao Yang, Zhizhong Kang, Ze Yang, Juan Xie, Bin Xue, Jianfeng Yang, Jinyou Tao
2022 J jnl
Determination of building flood risk maps from LiDAR mobile mapping data.
CoRR
Yu Feng, Qing Xiao, Claus Brenner, Aaron Peche, Juntao Yang, Udo Feuerhake, Monika Sester
2022 J jnl
Determination of building flood risk maps from LiDAR mobile mapping data.
Comput. Environ. Urban Syst.
Yu Feng, Qing Xiao, Claus Brenner, Aaron Peche, Juntao Yang, Udo Feuerhake, Monika Sester
2022 B conf
Dynamic Graph Attention Recurrent Network for Traffic Prediction.
IEEE Big Data
Huaxiong Yao, Jia Guo, Juntao Yang, Zuoquan Xie, Renyi Chen, Mengling Hu
2022 B conf
MRA-DGCN: Multi-Range Attention-Based Dynamic Graph Convolutional Network for Traffic Prediction.
IEEE Big Data
Huaxiong Yao, Renyi Chen, Zuoquan Xie, Juntao Yang, Mengling Hu, Jia Guo
2022 — conf
PCKT: Problem Composition in Knowledge Tracking.
ICETC
Huaxiong Yao, Juntao Yang, Zuoquan Xie, Jia Guo, Renyi Chen, Mengling Hu
2022 J jnl
Reconstruction of Power Pylons From LiDAR Point Clouds Based on Structural Segmentation and Parameter Estimation.
IEEE Geosci. Remote. Sens. Lett.
Hui Wang, Teng Hu, Zhen Wang, Zhizhong Kang, Perpetual Hope Akwensi, Juntao Yang
2021 J jnl
A Label-Constraint Building Roof Detection Method From Airborne LiDAR Point Clouds.
IEEE Geosci. Remote. Sens. Lett.
Juntao Yang, Zhizhong Kang, Perpetual Hope Akwensi
2021 J jnl
A Semiautomatic Registration Method for Chang'E-1 IIM Imagery Based on Globally Geo-Reference LROC-WAC Mosaic Imagery.
IEEE Geosci. Remote. Sens. Lett.
Ze Yang, Zhizhong Kang, Juntao Yang
2020 J jnl
A Review of Techniques for 3D Reconstruction of Indoor Environments.
ISPRS Int. J. Geo Inf.
Zhizhong Kang, Juntao Yang, Zhou Yang, Sai Cheng
2020 J jnl
An Individual Tree Segmentation Method Based on Watershed Algorithm and Three-Dimensional Spatial Distribution Analysis From Airborne LiDAR Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Juntao Yang, Zhizhong Kang, Sai Cheng, Zhou Yang, Perpetual Hope Akwensi
2020 J jnl
Fisher Vector Encoding of Supervoxel-Based Features for Airborne LiDAR Data Classification.
IEEE Geosci. Remote. Sens. Lett.
Perpetual Hope Akwensi, Zhizhong Kang, Juntao Yang
2019 J jnl
A Skeleton-Based Hierarchical Method for Detecting 3-D Pole-Like Objects From Mobile LiDAR Point Clouds.
IEEE Geosci. Remote. Sens. Lett.
Juntao Yang, Zhizhong Kang, Perpetual Hope Akwensi
2019 J jnl
Coarse-to-Fine Extraction of Small-Scale Lunar Impact Craters From the CCD Images of the Chang'E Lunar Orbiters.
IEEE Trans. Geosci. Remote. Sens.
Zhizhong Kang, Xingkun Wang, Teng Hu, Juntao Yang
2018 J jnl
Voxel-Based Extraction and Classification of 3-D Pole-Like Objects From Mobile LiDAR Point Cloud Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhizhong Kang, Juntao Yang, Ruofei Zhong, Yongxing Wu, Zhenwei Shi, Roderik Lindenbergh
2018 J jnl
Voxel-Based Extraction of Transmission Lines From Airborne LiDAR Point Cloud Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Juntao Yang, Zhizhong Kang
2017 J jnl
A Bayesian-Network-Based Classification Method Integrating Airborne LiDAR Data With Optical Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhizhong Kang, Juntao Yang, Ruofei Zhong
2015 J jnl
Calibration of the L-MEB Model for Croplands in HiWATER Using PLMR Observation.
Remote. Sens.
Shuang Yan, Lingmei Jiang, Linna Chai, Juntao Yang, Xiaokang Kou
2014 C conf
Comparison of SSMIS, AMSR-E and MWRI brightness temperature data.
IGARSS
Juntao Yang, Kari Luojus, Juha Lemmetyinen, Lingmei Jiang, Jouni Pulliainen
2014 C conf
Comparison of microwave brightness temperature simulated in croplands using L-MEB model in Hiwater with Polarimetric L-band multibeam radiometer.
IGARSS
Shuang Yan, Lingmei Jiang, Xinxin Li, Juntao Yang
2013 C conf
A new dielectric model for vegetation in frozen environment - Part II: Validation section.
IGARSS
Fengmin Wu, Linna Chai, Lixin Zhang, Shaojie Zhao, Xiaokang Kou, Juntao Yang
2013 C conf
Estimate of soil moisture using refined microwave vegetation index based on AMSR-E.
IGARSS
Shu Wang, Lingmei Jiang, Tianjie Zhao, Juntao Yang
2013 C conf
Evaluation and comparison of FY-2E VISSR, MODIS and IMS snow cover over the Tibetan Plateau.
IGARSS
Juntao Yang, Lingmei Jiang, Jiancheng Shi, Fengmin Wu, Shu Wang, Xiaokang Kou
2012 C conf
Monitoring snow cover over China with FY-2E VISSR and FY-3B MWRI.
IGARSS
Juntao Yang, Lingmei Jiang, Jiancheng Shi, Lixin Zhang
2012 C conf
Retrieval of single scattering albedo of winter wheat in North China Plain based on AMSR-E data.
IGARSS
Fengmin Wu, Linna Chai, Lixin Zhang, Lingmei Jiang, Juntao Yang