Yongming Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 72

Top Topics

Reinforcement Learning

Differential Equations

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Geosci. Remote. Sens.

Publications

Jueming Hu, Zhe Xu, Weichang Wang, Guannan Qu, Yutian Pang, Yongming Liu
Decentralized graph-based multi-agent reinforcement learning using reward machines. Neurocomputing 564 (2024)
Rahul Rathnakumar, Jiayu Huang, Hao Yan, Yongming Liu
Bayesian Entropy Neural Networks for Physics-Aware Prediction. CoRR (2024)
Jilong Zhang, Zhantang Xu, Yongming Liu, Yuezhong Yang, Wen Zhou, Zeming Yang, Cai Li
A General Multilayer Analytical Radiative Transfer-Based Model for Reflectance Over Shallow Water. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xinyu Zhao, Hao Yan, Yongming Liu
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports. CoRR (2024)
Yongming Liu
Curvature Augmented Manifold Embedding and Learning. CoRR (2024)
Jie Wu, Haibin Ye, Yongming Liu, Jian Shi, Futao Wang, Chuqun Chen, Shilin Tang
The Evaluation of MII/SDGSAT-1 in Red Tide Detection Along the Guangdong Middle Coast. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Yang Yu, Yongming Liu
Physics-guided generative adversarial network for probabilistic structural system identification. Expert Syst. Appl. 239 (2024)
Yutian Pang, Jueming Hu, Christopher S. Lieber, Nancy J. Cooke, Yongming Liu
Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning. CoRR (2023)
Yuye Huang, Hongqiang Yang, Shilin Tang, Yongming Liu, Yupeng Liu
An Appraisal of Atmospheric Correction and Inversion Algorithms for Mapping High-Resolution Bathymetry Over Coral Reef Waters. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Rahul Rathnakumar, Yutian Pang, Yongming Liu
B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization. CoRR (2023)
Zhengqing Yuan, Huiwen Xue, Chao Zhang, Yongming Liu
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems. CoRR (2023)
Yutian Pang, Jueming Hu, Christopher S. Lieber, Nancy J. Cooke, Yongming Liu
Air traffic controller workload level prediction using conformalized dynamical graph learning. Adv. Eng. Informatics 57 (2023)
Ruoxin Xiong, Yanyu Wang, Pingbo Tang, Nancy J. Cooke, Sarah V. Ligda, Christopher S. Lieber, Yongming Liu
Predicting separation errors of air traffic controllers through integrated sequence analysis of multimodal behaviour indicators. Adv. Eng. Informatics 55 (2023)
Rahul Rathnakumar, Yutian Pang, Yongming Liu
Epistemic and aleatoric uncertainty quantification for crack detection using a Bayesian Boundary Aware Convolutional Network. Reliab. Eng. Syst. Saf. 240 (2023)
Zhengqing Yuan, Xiaolong Zhang, Yue Wang, Xuecong Hou, Huiwen Xue, Zhuanzhe Zhao, Yongming Liu
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding. SMC (2023)
Jueming Hu, Jean-Raphaël Gaglione, Yanze Wang, Zhe Xu, Ufuk Topcu, Yongming Liu
Reinforcement Learning With Reward Machines in Stochastic Games. CoRR (2023)
Nan Xu, Yongming Liu
CAMEL: Curvature-Augmented Manifold Embedding and Learning. CoRR (2023)
Yongming Liu, Shilin Tang, Ruru Deng, Yuye Huang, Haibin Ye, Zhantang Xu, Kai Zeng
Mapping Ultrahigh-Spatial-Resolution Bathymetry for a Wide Range of Coastal Optically Shallow Waters Without In Situ Bathymetric Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiayu Huang, Yutian Pang, Yongming Liu, Hao Yan
Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints. Knowl. Based Syst. 259 (2023)
Zhengqing Yuan, Huiwen Xue, Xinyi Wang, Yongming Liu, Zhuanzhe Zhao, Kun Wang
ArtGPT-4: Artistic Vision-Language Understanding with Adapter-enhanced MiniGPT-4. CoRR (2023)
Hee Rin Lee, Xiaobo Tan, Wenlong Zhang, Yiming Deng, Yongming Liu
Situating Robots in the Organizational Dynamics of the Gas Energy Industry: A Collaborative Design Study. RO-MAN (2023)
Zhuanzhe Zhao, Yujian Rui, Yongming Liu, Zhibo Liu, Zhijian Tu
Topology Optimization of Continuum Structures Based on Binary Hunter-Prey Optimization Algorithm. Symmetry 15 (5) (2023)
Jueming Hu, Jean-Raphaël Gaglione, Yanze Wang, Zhe Xu, Ufuk Topcu, Yongming Liu
Reinforcement Learning with Reward Machines in Stochastic Games. ECAI (2023)
Yutian Pang, Peng Zhao, Jueming Hu, Yongming Liu
Machine Learning-Enhanced Aircraft Landing Scheduling under Uncertainties. CoRR (2023)
Yanyu Wang, Ruoxin Xiong, Pingbo Tang, Yongming Liu
Fast and Reliable Map Matching from Large-Scale Noisy Positioning Records. J. Comput. Civ. Eng. 37 (1) (2023)
Weichang Wang, Yongming Liu, Rayadurgam Srikant, Lei Ying
3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Jiayu Huang, Yutian Pang, Yongming Liu, Hao Yan
Posterior Regularized Bayesian Neural Network Incorporating Soft and Hard Knowledge Constraints. CoRR (2022)
Yan Xu, Yongming Liu, Jinxing Ma
Detection and Defense Against DDoS Attack on SDN Controller Based on Feature Selection. SocialSec (2022)
Jueming Hu, Xuxi Yang, Weichang Wang, Peng Wei, Lei Ying, Yongming Liu
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning. IEEE Access 10 (2022)
Peng Zhao, Yongming Liu
Physics Informed Deep Reinforcement Learning for Aircraft Conflict Resolution. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Yutian Pang, Xinyu Zhao, Jueming Hu, Hao Yan, Yongming Liu
Bayesian Spatio-Temporal grAph tRansformer network (B-STAR) for multi-aircraft trajectory prediction. Knowl. Based Syst. 249 (2022)
Qiongfang Zhang, Nan Xu, Daniel Ersoy, Yongming Liu
Manifold-based Conditional Bayesian network for aging pipe yield strength estimation with non-destructive measurements. Reliab. Eng. Syst. Saf. 223 (2022)
Zhengqing Yuan, Zhuanzhe Zhao, Yongming Liu, Xiaolong Zhang, Xuecong Hou, Yue Wang
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding. CoRR (2022)
Jueming Hu, Yuhao Wang, Yutian Pang, Yongming Liu
Optimal maintenance scheduling under uncertainties using Linear Programming-enhanced Reinforcement Learning. Eng. Appl. Artif. Intell. 109 (2022)
Jie Chen, Yang Yu, Yongming Liu
Physics-guided mixture density networks for uncertainty quantification. Reliab. Eng. Syst. Saf. 228 (2022)
Yuhao Wang, Yutian Pang, Stojanche Gorceski, Peter Kostiuk, Michael Thomas Mohen, Padmanabhan K. Menon, Yongming Liu
A Voice Communication-Augmented Simulation Framework for Aircraft Trajectory Simulation. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Bin Cao, Ruru Deng, Yan Xu, Bincai Cao, Yongming Liu, Shulong Zhu
Practical Differences Between Photogrammetric Bathymetry and Physics-Based Bathymetry. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jie Chen, Yongming Liu
Neural Optimization Machine: A Neural Network Approach for Optimization. CoRR (2022)
Yongming Liu, Yujian Rui, Zhuanzhe Zhao, Manman Xu, Yang Zhou
Topology Optimization Design of an Active Deformable Mirror Based on Discrete Orthogonal Zernike Polynomials. Symmetry 14 (11) (2022)
Yuhao Wang, Yi Gao, Yongming Liu, Sayan Ghosh, Waad Subber, Piyush Pandita, Liping Wang
Bayesian-entropy gaussian process for constrained metamodeling. Reliab. Eng. Syst. Saf. 214 (2021)
Yuming Tang, Ruru Deng, Jun Li, Yeheng Liang, Longhai Xiong, Yongming Liu, Ruihao Zhang, Zhenqun Hua
Estimation of Ultrahigh Resolution PM2.5 Mass Concentrations Based on Mie Scattering Theory by Using Landsat8 OLI Images over Pearl River Delta. Remote. Sens. 13 (13) (2021)
Bin Cao, Ruru Deng, Shulong Zhu, Yongming Liu, Yeheng Liang, Longhai Xiong
Bathymetric Retrieval Selectively Using Multiangular High-Spatial-Resolution Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhiming Zhang, Yongming Liu
Robust physics discovery via supervised and unsupervised pattern recognition using the Euler characteristic. CoRR (2021)
Yongming Liu, Danling Tang, Ruru Deng, Bin Cao, Qidong Chen, Ruihao Zhang, Yan Qin, Shao-quan Zhang
An Adaptive Blended Algorithm Approach for Deriving Bathymetry from Multispectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhiming Zhang, Yongming Liu
Robust Data-Driven Discovery of Partial Differential Equations under Uncertainties. CoRR (2021)
Yutian Pang, Sheng Cheng, Jueming Hu, Yongming Liu
Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks. CoRR (2021)
Jie Chen, Yongming Liu
Probabilistic physics-guided machine learning for fatigue data analysis. Expert Syst. Appl. 168 (2021)
Xinyu Zhao, Hao Yan, Yongming Liu
Hierarchical Tree-based Sequential Event Prediction with Application in the Aviation Accident Report. ICDE (2021)
Yang Yu, C. S. Cai, Yongming Liu
Probabilistic vehicle weight estimation using physics-constrained generative adversarial network. Comput. Aided Civ. Infrastructure Eng. 36 (6) (2021)
Zhiming Zhang, Yongming Liu
A robust framework for identification of PDEs from noisy data. J. Comput. Phys. 446 (2021)
Jueming Hu, Xuxi Yang, Weichang Wang, Peng Wei, Lei Ying, Yongming Liu
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning. CoRR (2021)
Jueming Hu, Zhe Xu, Weichang Wang, Guannan Qu, Yutian Pang, Yongming Liu
Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines. CoRR (2021)
Zhiming Zhang, Yongming Liu
Parsimony-Enhanced Sparse Bayesian Learning for Robust Discovery of Partial Differential Equations. CoRR (2021)
Yuhao Wang, Yutian Pang, Oliver Chen, Hari N. Iyer, Parikshit Dutta, P. K. Menon, Yongming Liu
Uncertainty quantification and reduction in aircraft trajectory prediction using Bayesian-Entropy information fusion. Reliab. Eng. Syst. Saf. 212 (2021)
Peng Zhao, Mathieu Joerger, Xiao Liang, Boris Pervan, Yongming Liu
A New Method to Bound the Integrity Risk for Residual-Based ARAIM. IEEE Trans. Aerosp. Electron. Syst. 57 (2) (2021)
Houpu Yao, Yi Gao, Yongming Liu
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction. CoRR (2020)
Yuhao Wang, Yongming Liu
Bayesian entropy network for fusion of different types of information. Reliab. Eng. Syst. Saf. 195 (2020)
Yang Yu, Houpu Yao, Yongming Liu
Structural dynamics simulation using a novel physics-guided machine learning method. Eng. Appl. Artif. Intell. 96 (2020)
Jueming Hu, Heinz Erzberger, Kai Goebel, Yongming Liu
Probabilistic Risk-Based Operational Safety Bound for Rotary-Wing Unmanned Aircraft Systems Traffic Management. J. Aerosp. Inf. Syst. 17 (3) (2020)
Yanyu Wang, Pingbo Tang, Ying Shi, Yongming Liu, Nancy J. Cooke
Predicting Terminal Mid-Air Collisions Through Simulator Experiments of Air Traffic Control. WSC (2020)
Pingbo Tang, Yanyu Wang, Zhe Sun, Yongming Liu
Data-driven Spatiotemporal Simulation of Ground Movements of Aircraft for Preventive Airport Safety. WSC (2019)
Ruihao Zhang, Ruru Deng, Yan Qin, Yeheng Liang, Yingfei Liu, Yongming Liu
Inversion of Chromophoric Dissolved Organic Matter Using Sparse Regression. IGARSS (2019)
Jun Wu, Jingrui He, Yongming Liu
ImVerde: Vertex-Diminished Random Walk for Learning Network Representation from Imbalanced Data. CoRR (2018)
Jun Wu, Jingrui He, Yongming Liu
ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation. IEEE BigData (2018)
Yongming Liu, Ruru Deng, Jun Li, Yan Qin, Longhai Xiong, Qidong Chen, Xulong Liu
Multispectral Bathymetry via Linear Unmixing of the Benthic Reflectance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Qin Li, Weiguo Hou, Yongming Liu
Vibrational simulation analysis for an audio system of automobiles. ICSRS (2017)
Devon Bridgeman, Francis Tsow, Xiaojun Xian, Qinan Chang, Yongming Liu, Erica Forzani
Thermochemical Humidity Detection in Harsh or Non-Steady Environments. Sensors 17 (6) (2017)
Xiaodong Sun, Weiguo Hou, Yongming Liu
Thermal simulation analysis for an audio system of automobiles. ICSRS (2017)
Weiguo Hou, Gang Jin, Yongming Liu
Reliability allocation for polymer processing rheometer based on modified grading method. ICSRS (2017)
Yuanyuan Zhang, Ning Cao, Guofu Chang, Li Zhou, Xiande Yu, Yongming Liu
Wireless Sensor Routing Protocol Research Based on Forest Fire Protection. CSE/EUC (2) (2017)
Jingjing He, Yibin Zhou, Xuefei Guan, Wei Zhang, Weifang Zhang, Yongming Liu
Time Domain Strain/Stress Reconstruction Based on Empirical Mode Decomposition: Numerical Study and Experimental Validation. Sensors 16 (8) (2016)
Ruijin Cang, Yaopengxiao Xu, Shaohua Chen, Yongming Liu, Yang Jiao, Max Yi Ren
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design. CoRR (2016)
Xuefei Guan, Jingjing He, Ratneshwar Jha, Yongming Liu
An efficient analytical Bayesian method for reliability and system response updating based on Laplace and inverse first-order reliability computations. Reliab. Eng. Syst. Saf. 97 (1) (2012)
Xuefei Guan, Ratneshwar Jha, Yongming Liu
Probabilistic fatigue damage prognosis using maximum entropy approach. J. Intell. Manuf. 23 (2) (2012)
Yongming Liu, Liming Liu, Brant Stratman, Sankaran Mahadevan
Multiaxial fatigue reliability analysis of railroad wheels. Reliab. Eng. Syst. Saf. 93 (3) (2008)