Yongming Liu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Hierarchical Multilabel Classification for Fine-Level Event Extraction from Aviation Accident Reports	2024	Xinyu Zhao Hao Yan Yongming Liu
+ PDF Chat	Bayesian Entropy Neural Networks for Physics-Aware Prediction	2024	Rahul Rathnakumar Jiayu Huang Hao Yan Yongming Liu
+ PDF Chat	Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports	2024	Xinyu Zhao Hao Yan Yongming Liu
+ PDF Chat	Curvature Augmented Manifold Embedding and Learning	2024	Yongming Liu
+	Machine learning-enhanced aircraft landing scheduling under uncertainties	2023	Yutian Pang Peng Zhao Jueming Hu Yongming Liu
+ PDF Chat	Decentralized graph-based multi-agent reinforcement learning using reward machines	2023	Jueming Hu Zhe Xu Weichang Wang Guannan Qu Yutian Pang Yongming Liu
+ PDF Chat	RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding	2023	Zhengqing Yuan Xiaolong Zhang Yue Wang Xuecong Hou Huiwen Xue Zhuanzhe Zhao Yongming Liu
+ PDF Chat	Reinforcement Learning with Reward Machines in Stochastic Games	2023	Jueming Hu Jean-Raphaël Gaglione Yanze Wang Zhe Xu Ufuk Topcu Yongming Liu
+ PDF Chat	Air traffic controller workload level prediction using conformalized dynamical graph learning	2023	Yutian Pang Jueming Hu Christopher S. Lieber Nancy J. Cooke Yongming Liu
+	Problem Solving Methods and Strategies in High School Mathematical Competitions	2023	Bin Xiong Yijie He Yongming Liu
+	B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization	2023	Rahul Rathnakumar Yutian Pang Yongming Liu
+	Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems	2023	Zhengqing Yuan Huiwen Xue Chao Zhang Yongming Liu
+	CAMEL: Curvature-Augmented Manifold Embedding and Learning	2023	N. Xu Yongming Liu
+	ArtGPT-4: Towards Artistic-understanding Large Vision-Language Models with Enhanced Adapter	2023	Zhengqing Yuan Huiwen Xue Xinyi Wang Yongming Liu Zhuanzhe Zhao Kun Wang
+	Reinforcement Learning With Reward Machines in Stochastic Games	2023	Jueming Hu Jean-Raphaël Gaglione Yanze Wang Zhe Xu Ufuk Topcu Yongming Liu
+	Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning	2023	Yutian Pang Jueming Hu Christopher S. Lieber Nancy J. Cooke Yongming Liu
+	Machine Learning-Enhanced Aircraft Landing Scheduling under Uncertainties	2023	Yutian Pang Peng Zhao Jueming Hu Yongming Liu
+ PDF Chat	Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints	2022	Jiayu Huang Yutian Pang Yongming Liu Hao Yan
+ PDF Chat	Robust physics discovery via supervised and unsupervised pattern recognition using the Euler Characteristic	2022	Zhiming Zhang Nan Xu Yongming Liu
+ PDF Chat	Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning	2022	Jueming Hu Xuxi Yang Weichang Wang Peng Wei Lei Ying Yongming Liu
+	Neural Optimization Machine: A Neural Network Approach for Optimization	2022	Jie Chen Yongming Liu
+	Posterior Regularized Bayesian Neural Network Incorporating Soft and Hard Knowledge Constraints	2022	Jiayu Huang Yutian Pang Yongming Liu Hao Yan
+	RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding	2022	Zhengqing Yuan Zhuanzhe Zhao Yongming Liu Xiaolong Zhang Xuecong Hou Yue Wang
+ PDF Chat	Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning	2021	Jueming Hu Xuxi Yang Weichang Wang Peng Wei Lei Ying Yongming Liu
+ PDF Chat	Energy‐based time derivative damage accumulation model under uniaxial and multiaxial random loadings	2021	Shih‐Chuan Tien Haoyang Wei Jie Chen Yongming Liu
+	Nonlocal Damage-enhanced Plasticity Model for Ductile Fracture Analysis Using a Lattice Particle Method	2021	Changyu Meng Yongming Liu
+ PDF Chat	Energy-based time derivative damage accumulation model under uniaxial and multiaxial random loadings	2021	Shih‐Chuan Tien Haoyang Wei Jie Chen Yongming Liu
+	Robust Data-Driven Discovery of Partial Differential Equations under Uncertainties	2021	Zhiming Zhang Yongming Liu
+	Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks	2021	Yutian Pang Sheng Cheng Jueming Hu Yongming Liu
+	Energy-based time derivative damage accumulation model under uniaxial and multiaxial random loadings	2021	Shih‐Chuan Tien Haoyang Wei Jie Chen Yongming Liu
+	A Nonlocal Damage-enhanced Lattice Particle Model for Ductile Fracture Analysis	2021	Changyu Meng Yongming Liu
+	Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning	2021	Jueming Hu Xuxi Yang Weichang Wang Peng Wei Lei Ying Yongming Liu
+ PDF Chat	FEA-Net: A physics-guided data-driven model for efficient mechanical response prediction	2020	Houpu Yao Yi Gao Yongming Liu
+	Bayesian entropy network for fusion of different types of information	2019	Yuhao Wang Yongming Liu
+ PDF Chat	Global solution and decay rate for a reduced gravity two and a half layer model	2018	Yongming Liu Yao Lei
+	ImVerde: Vertex-Diminished Random Walk for Learning Network Representation from Imbalanced Data	2018	Jun Wu Jingrui He Yongming Liu
+ PDF Chat	Microstructure Representation and Reconstruction of Heterogeneous Materials Via Deep Belief Network for Computational Material Design	2017	Ruijin Cang Yaopengxiao Xu Shaohua Chen Yongming Liu Yang Jiao Max Yi Ren
+	3D crack-like damage imaging using a novel inverse heat conduction framework	2016	Tishun Peng Yongming Liu
+	3D delamination profile reconstruction for composite laminates using inverse heat conduction	2016	Tishun Peng Yongming Liu
+	Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design	2016	Ruijin Cang Yaopengxiao Xu Shaohua Chen Yongming Liu Yang Jiao Max Yi Ren
+	Geometric Inequalities	2015	Gangsong Leng Yongming Liu
+ PDF Chat	Multiple Positive Solutions of a Second Order Nonlinear Semipositone<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>m</mml:mi></mml:math>-Point Boundary Value Problem on Time Scales	2010	Chengjun Yuan Yongming Liu
+	Maximum principle of conditional optimal nonlinear perturbation	2008	Yongming Liu
+	Nonlinear stability for Eady’s model	2005	Yongming Liu Qiu Ling-cun
+	Nonlinear Stability of Two-dimentional Quasigestrophic Flow and Disturbance Development	2005	Yongming Liu
+	Nonlinear Stability Theorem of Zonally Symmetric Quasi-Geostrophic Flow	2003	Yongming Liu Na Li
+ PDF Chat	Nonlinear stability of continuously stratified quasi-geostrophic flow	1996	Yongming Liu Mu Mu Theodore G. Shepherd
+ PDF Chat	Nonlinear stability of multilayer quasi-geostrophic flow	1994	Mu Mu Qingcun Zeng Theodore G. Shepherd Yongming Liu

Common Coauthors

Coauthor	Papers Together
Jueming Hu	11
Yutian Pang	9
Hao Yan	4
Weichang Wang	4
Jie Chen	3
Xuxi Yang	3
Shih‐Chuan Tien	3
Zhengqing Yuan	3
Zhuanzhe Zhao	3
Huiwen Xue	3
Lei Ying	3
Haoyang Wei	3
Shaohua Chen	2
Yang Jiao	2
Nancy J. Cooke	2
Peng Wei	2
Zhe Xu	2
Xinyu Zhao	2
Jean-Raphaël Gaglione	2
Tishun Peng	2
Ufuk Topcu	2
Yanze Wang	2
Changyu Meng	2
Christopher S. Lieber	2
Ruijin Cang	2
Rahul Rathnakumar	2
Xiaolong Zhang	2
Theodore G. Shepherd	2
Max Yi Ren	2
Xuecong Hou	2
Yaopengxiao Xu	2
Mu Mu	1
Kun Wang	1
Na Li	1
Yuhao Wang	1
Yue Wang	1
Xinyi Wang	1
Yue Wang	1
Chao Zhang	1
Yao Lei	1
Jun Wu	1
Zhe Xu	1
N. Xu	1
Mu Mu	1
Hao Yan	1
Peng Zhao	1
Sheng Cheng	1
Peng Zhao	1
Jiayu Huang	1
Gangsong Leng	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A two-dimensional inverse heat conduction problem for estimating heat source	2005	A. Shidfar Ali Zakeri A. Neisi	2
+ PDF Chat	DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm	2020	Hao Xu Haibin Chang Dongxiao Zhang	2
+	Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments	2017	Ryan Lowe Yi Wu Aviv Tamar Jean Harb Pieter Abbeel Igor Mordatch	2
+ PDF Chat	Data-driven discovery of partial differential equations	2017	Samuel Rudy Steven L. Brunton Joshua L. Proctor J. Nathan Kutz	2
+	PDE-Net: Learning PDEs from Data	2017	Zichao Long Yiping Lu Xianzhong Ma Bin Dong	2
+	Inverse Heat Transfer: Fundamentals and Applications	2002	MN Ozisik HRB Orlande A.J. Kassab	2
+	Proximal Policy Optimization Algorithms	2017	John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov	2
+ PDF Chat	DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning	2021	Mohammadhosein Hasanbeig Natasha Yogananda Jeppu Alessandro Abate Tom Melham Daniel Kroening	2
+	Learning Non-Markovian Reward Models in MDPs	2020	Gavin Rens Jean-François Raskin	2
+	Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents	2018	Kaiqing Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Başar	2
+	Inverse Heat Conduction: Ill-Posed Problems	1985	James V. Beck Ben Blackwell Charles Clair	2
+	Two-dimensional inverse heat conduction problem of source strength estimation in cylindrical rods	2001	Jian Su Antônio José da Silva Neto	2
+ PDF Chat	Joint Inference of Reward Machines and Policies for Reinforcement Learning	2020	Zhe Xu Ivan Gavran Ahmad Yousef Rupak Majumdar Daniel Neider Ufuk Topcu Bo Wu	2
+	On an a priori estimate in the theory of hydrodynamical stability	1966	Vladimir I. Arnold	2
+	Nonnegativity constraints in numerical analysis	2009	Donghui Chen Robert J. Plemmons	2
+ PDF Chat	Counterfactual Multi-Agent Policy Gradients	2018	Jakob Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson	2
+ PDF Chat	Non-negative least squares for high-dimensional linear models: Consistency and sparse recovery without regularization	2013	Martin Slawski Matthias Hein	2
+	Positive solutions for nonlinear three-point boundary value problems on time scales	2004	Hong‐Rui Sun Wan–Tong Li	1
+	The existence of countably many positive solutions for nonlinear singular <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" display="inline" overflow="scroll"><mml:mi>m</mml:mi></mml:math>-point boundary value problems on the half-line	2007	Sihua Liang Jihui Zhang	1
+	Learning Bayesian Network Parameters with Prior Knowledge about Context-Specific Qualitative Influences	2012	Ad Feelders Linda C. van der Gaag	1
+ PDF Chat	Rigorous bounds on the nonlinear saturation of instabilities to parallel shear flows	1988	Theodore G. Shepherd	1
+ PDF Chat	Distribution-free Prediction Bands for Non-parametric Regression	2013	Jing Lei Larry Wasserman	1
+	Stochastic gradient boosting	2002	Jerome H. Friedman	1
+	The generalized quasilinearization method and three point boundary value problems on time scales	2005	Ferhan M. Atıcı S. Gülşan Topal	1
+	Conditions for non-linear stability of stationary plane curvilinear flows of an ideal fluid	1965	Vladimir I. Arnold	1
+ PDF Chat	Some new random field tools for spatial analysis	2008	Robert J. Adler	1
+	Positive solutions to singular third-order three-point boundary value problems on time scales	2009	Liang-Gen Hu	1
+	The method of fundamental solutions for the inverse heat source problem	2007	Liang Yan Chu‐Li Fu Fenglian Yang	1
+	scikit-image: image processing in Python	2014	Stéfan van der Walt Johannes L. Schönberger Juan Nunez-Iglesias François Boulogne Joshua Warner Neil Yager Emmanuelle Gouillart Tony Yu	1
+	Positive solutions of M-point boundary value problem for second-order dynamic equations on time scales†	2008	Xiaojie Lin Zengji Du	1
+	A problem related to nonlinear stability criteria for multi- layer quasi-geostrophic flow	1992	Yongming Liu Mu Mu	1
+	Ockham's Razor and Bayesian Analysis	1992	W. H. Jefferys James O. Berger	1
+	A Bayesian/maximum-entropy view to the spatial estimation problem	1990	George Christakos	1
+ PDF Chat	Nonlinear stability of continuously stratified quasi-geostrophic flow	1996	Yongming Liu Mu Mu Theodore G. Shepherd	1
+	Probabilistic neural networks	1990	Donald F. Specht	1
+ PDF Chat	Nonlinear stability of multilayer quasi-geostrophic flow	1994	Mu Mu Qingcun Zeng Theodore G. Shepherd Yongming Liu	1
+ PDF Chat	Recurrence-plot-based measures of complexity and their application to heart-rate-variability data	2002	Norbert Marwan Niels Wessel Udo Meyerfeldt Alexander Schirdewan Jürgen Kurths	1
+ PDF Chat	Stability of Persistence Diagrams	2006	David Cohen‐Steiner Herbert Edelsbrunner John Harer	1
+	Multiple positive solutions for nonlinear three-point boundary value problems on time scales	2007	İsmail Yaslan	1
+ PDF Chat	Deep neural networks are easily fooled: High confidence predictions for unrecognizable images	2015	Anh‐Tu Nguyen Jason Yosinski Jeff Clune	1
+	The foundations of cost-sensitive learning	2001	Charles Elkan	1
+	Existence results for second-order impulsive boundary value problems on time scales	2008	Jianli Li Jianhua Shen	1
+	An inverse problem in simultaneously measuring temperature-dependent thermal conductivity and heat capacity	1995	Cheng-Hung Huang Yan Jan-Yuan	1
+ PDF Chat	Vertex-reinforced random walk	1992	Robin Pemantle	1
+	Bayesian system identification based on probability logic	2010	James L. Beck	1
+	Nonlinear stability of two-dimensional quasigeostrophic motions	1992	Mu Mu	1
+	A superior descriptor of random textures and its predictive capacity	2009	Yang Jiao Frank H. Stillinger Salvatore Torquato	1
+ PDF Chat	Nonlinear Saturation of Baroclinic Instability. Part II: Continuously Stratified Fluid	1989	Theodore G. Shepherd	1
+ PDF Chat	Barcodes: The persistent topology of data	2007	Robert Ghrist	1
+	Double positive solutions of boundary value problems for <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" display="inline" overflow="scroll"><mml:mi>p</mml:mi></mml:math>-Laplacian impulsive functional dynamic equations on time scales	2007	Haibo Chen Haihua Wang Qi Zhang Tiejun Zhou	1