Nan Ye

Orcid: 0000-0003-3007-8290

According to our database1, Nan Ye authored at least 93 papers between 2008 and 2025.

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Bibliography

2025
A boosting framework for positive-unlabeled learning.
Stat. Comput., February, 2025

2024
Multi-pass Bayesian estimation: a robust Bayesian method.
Comput. Stat., June, 2024

Metamodel-Based Directional Importance Sampling for Structural Reliability Analysis.
IEEE Trans. Reliab., March, 2024

Two-Phase Adaptive Kriging Model Based Importance Sampling Method for Estimating Time-Dependent Failure Probability.
IEEE Trans. Reliab., March, 2024

Comparison Between Thermal-Optical and L-Band Passive Microwave Soil Moisture Remote Sensing at Farm Scales: Towards UAV-Based Near-Surface Soil Moisture Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Evaluation of the Bayesian Downscaling Algorithm for Achieving Higher Resolution Soil Moisture Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Comparison of Passive Microwave Emission Models for Estimating Brightness Temperature at L- and P-Bands Under Bare and Vegetated Soil Conditions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Adaptive Discretization using Voronoi Trees for Continuous POMDPs.
Int. J. Robotics Res., 2024

Lightweight network for insulator fault detection based on improved YOLOv5.
Connect. Sci., 2024

Fast Controllable Diffusion Models for Undersampled MRI Reconstruction.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Multi-Layer Soil Moisture Estimation Using Combined L-and P-Band Radiometry: an Application of Machine Learning Algorithms.
Proceedings of the IGARSS 2024, 2024

Robust Loss Functions for Training Decision Trees with Noisy Labels.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Blockwise acceleration of alternating least squares for canonical tensor decomposition.
Numer. Linear Algebra Appl., December, 2023

Toward an Improved Surface Roughness Parameterization Model for Soil Moisture Retrieval in Road Construction.
IEEE Trans. Geosci. Remote. Sens., 2023

Evaluation of the Tau-Omega Model Over a Dense Corn Canopy at P- and L-Band.
IEEE Geosci. Remote. Sens. Lett., 2023

EPA: The effective pipeline architecture for CNN accelerator with high performance and computing efficiency based on FPGA.
Concurr. Comput. Pract. Exp., 2023

Evaluating the Accuracy of Passive Microwave Emission Models for Estimating Brightness Temperature.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

NTIRE 2023 Image Shadow Removal Challenge Report.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Integration Of Micro Surface Mount Components On Printed Circuit Board By micro-Transfer Printing.
Proceedings of the 15th IEEE International Conference on ASIC, 2023

2022
Inter-Comparison of Proximal Near-Surface Soil Moisture Measurement Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

High Throughput Priority-Based Layered QC-LDPC Decoder with Double Update Queues for Mitigating Pipeline Conflicts.
Sensors, 2022

Safety Risk Analysis of a New Design of Basalt Fiber Gabion Slope Based on Improved 3D Discrete Element Method and Monitoring Data.
Sensors, 2022

Environmental Effects on Brightness Temperature Observation From an L-Band Radiometer.
IEEE Geosci. Remote. Sens. Lett., 2022

5G-oriented non-orthogonal multiple access technology.
Int. J. Commun. Syst., 2022

A Boosting Algorithm for Positive-Unlabeled Learning.
CoRR, 2022

Adaptive Discretization Using Voronoi Trees for Continuous-Action POMDPs.
Proceedings of the Algorithmic Foundations of Robotics XV, 2022

Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Root Zone Soil Moisture Profile Retrieval Using Combined L-Band and P-Band Radiometry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Hybrid Learning Algorithm of Radial Basis Function Networks for Reliability Analysis.
IEEE Trans. Reliab., 2021

The Soil Moisture Active Passive Experiments: Validation of the SMAP Products in Australia.
IEEE Trans. Geosci. Remote. Sens., 2021

Soil Moisture Retrieval Depth of P- and L-Band Radiometry: Predictions and Observations.
IEEE Trans. Geosci. Remote. Sens., 2021

Microwave Radiometry at Frequencies From 500 to 1400 MHz: An Emerging Technology for Earth Observations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Toward P-Band Passive Microwave Sensing of Soil Moisture.
IEEE Geosci. Remote. Sens. Lett., 2021

LiMIIRL: Lightweight Multiple-Intent Inverse Reinforcement Learning.
CoRR, 2021

Application of multi-failure mode reliability-based particle swarm optimization algorithm.
Comput. Ind. Eng., 2021

2020
Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms.
Numer. Linear Algebra Appl., 2020

Design and Application of a Case Analysis System for Handling Power Grid Operational Accidents Based on Case-Based Reasoning.
Inf., 2020

Reading Both Single and Multiple Digital Video Clocks Using Context-Aware Pixel Periodicity and Deep Learning.
Int. J. Digit. Crime Forensics, 2020

Components Interaction Safety Analysis Method Based on STAMP and Formal Verification.
Proceedings of the WSSE 2020: The 2nd World Symposium on Software Engineering, 2020

Revisiting Maximum Entropy Inverse Reinforcement Learning: New Perspectives and Algorithms.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Heterogeneous Photodiodes on Silicon Nitride Waveguides with 20 GHz Bandwidth.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Greedy Convex Ensemble.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Preliminary Model for Soil Moisture Retrieval Using P-Band Radiometer Observations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Discriminative Particle Filter Reinforcement Learning for Complex Partial observations.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Impact of Urban Cover Fraction on SMOS and SMAP Surface Soil Moisture Retrieval Accuracy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A Framework for Solving Explicit Arithmetic Word Problems and Proving Plane Geometry Theorems.
Int. J. Pattern Recognit. Artif. Intell., 2019

Learning Near-optimal Convex Combinations of Basis Models with Generalization Guarantees.
CoRR, 2019

High-Speed Integrated Photodiodes.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Multi-Platform Radiometer Systems for Surface Soil Moisture Retrieval.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Investigation of SMAP Active-Passive Downscaling Algorithms Using Combined Sentinel-1 SAR and SMAP Radiometer Data.
IEEE Trans. Geosci. Remote. Sens., 2018

The Polarimetric L-Band Imaging Synthetic Aperture Radar (PLIS): Description, Calibration, and Cross-Validation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Evaluation of the Tau-Omega Model for Passive Microwave Soil Moisture Retrieval Using SMAPEx Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Snow Grain-Size Estimation Over Mountainous Areas From MODIS Imagery.
IEEE Geosci. Remote. Sens. Lett., 2018

Soil Moisture Retrieval over Agricultural Fields from Time Series Multi-Angular L-Band Radar Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Towards Multi-Frequency Soil Moisture Retrieval Using P- and L-Band Passive Microwave Sensing Technology.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Towards Soil Moisture Retrieval Using Tower-Based P-Band Radiometer Observations.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
DESPOT: Online POMDP Planning with Regularization.
J. Artif. Intell. Res., 2017

Approximate and Stochastic Greedy Optimization.
CoRR, 2017

Comparison of downscaling techniques for high resolution soil moisture mapping.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Tensor Belief Propagation.
Proceedings of the 34th International Conference on Machine Learning, 2017

Transfer Print Integration of 40Gbps Germanium Photodiodes onto Silicon Photonic ICs.
Proceedings of the European Conference on Optical Communication, 2017

2016
Automatic Modeling of Urban Facades from Raw LiDAR Point Data.
Comput. Graph. Forum, 2016

Cluttered indoor scene modeling via functional part-guided graph matching.
Comput. Aided Geom. Des., 2016

Towards validation of SMAP: SMAPEX-4 & -5.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Robustness of Bayesian Pool-Based Active Learning Against Prior Misspecification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Toward Evaluating Multiscale Segmentations of High Spatial Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2015

A Cumulative Distribution Function Method for Normalizing Variable-Angle Microwave Observations.
IEEE Trans. Geosci. Remote. Sens., 2015

Intention-aware online POMDP planning for autonomous driving in a crowd.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Learning fuzzy cognitive maps using decomposed parallel ant colony algorithm and gradient descent.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015


GeoHealth Informatics: Applying Geographic Information Science (GIS) to Support Heart Failure Self-Care.
Proceedings of the AMIA 2015, 2015

2014
Conditional random field with high-order dependencies for sequence labeling and segmentation.
J. Mach. Learn. Res., 2014

Near-optimal Adaptive Pool-based Active Learning with General Loss.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Goal Detection for Broadcast Basketball Video Using Superimposed Texts: A Transition Pattern Approach.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

81 Gb/s WDM transmission at 2μm over 1.15 km of low-loss hollow core photonic bandgap fiber.
Proceedings of the European Conference on Optical Communication, 2014

Demonstration of 90° optical hybrid at 2 μm wavelength range based on 4×4 MMI using diluted waveguide.
Proceedings of the European Conference on Optical Communication, 2014

InP based active and passive components for communication systems at 2μm.
Proceedings of the European Conference on Optical Communication, 2014

2013
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Learning sparse Fuzzy Cognitive Maps by Ant Colony Optimization.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

2012
Regression Test Cases Generation Based on Automatic Model Revision.
Proceedings of the Sixth International Symposium on Theoretical Aspects of Software Engineering, 2012

Path-oriented Test Data Generation Driven by Component Linear Fitting Functions.
Proceedings of the Sixth International Conference on Software Security and Reliability, 2012

Optimizing F-measure: A Tale of Two Approaches.
Proceedings of the 29th International Conference on Machine Learning, 2012

2011
Research on the innovation system of China's software industry based on CAS theory.
Kybernetes, 2011

Automatic Regression Test Selection Based on Activity Diagrams.
Proceedings of the Fifth International Conference on Secure Software Integration and Reliability Improvement, 2011

Feedback-Directed Test Case Generation Based on UML Activity Diagrams.
Proceedings of the Fifth International Conference on Secure Software Integration and Reliability Improvement, 2011

2010
A Formal Approach to Analyzing Interference Problems in Aspect-Oriented Designs.
Proceedings of the Unifying Theories of Programming - Third International Symposium, 2010

2009
Prescribed learning of r.e. classes.
Theor. Comput. Sci., 2009

Conditional Random Fields with High-Order Features for Sequence Labeling.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Domain adaptive bootstrapping for named entity recognition.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Learning from Streams.
Proceedings of the Algorithmic Learning Theory, 20th International Conference, 2009

2008
On Preprocessing and Antisymmetry in <i>de novo</i> peptide Sequencing: Improving Efficiency and Accuracy.
J. Bioinform. Comput. Biol., 2008

Prescribed Learning of Indexed Families.
Fundam. Informaticae, 2008


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