# Xiaolin Hu

According to our database

^{1}, Xiaolin Hu## Timeline

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Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2018

Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift.

CoRR, 2018

2017

Spatial Partition-Based Particle Filtering for Data Assimilation in Wildfire Spread Simulation.

ACM Trans. Spatial Algorithms and Systems, 2017

Population Synthesis Based on Joint Distribution Inference Without Disaggregate Samples.

J. Artificial Societies and Social Simulation, 2017

SiMAMT: A Framework for Strategy-Based Multi-Agent Multi-Team Systems.

IJMSTR, 2017

Deep Learning Predicts Correlation between a Functional Signature of Higher Visual Areas and Sparse Firing of Neurons.

Front. Comput. Neurosci., 2017

A Hierarchical Recurrent Neural Network for Symbolic Melody Generation.

CoRR, 2017

Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser.

CoRR, 2017

Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network.

CoRR, 2017

Discovering Adversarial Examples with Momentum.

CoRR, 2017

Estimation of the volume of the left ventricle from MRI images using deep neural networks.

CoRR, 2017

Scale-Aware Face Detection.

CoRR, 2017

Gated Recurrent Convolution Neural Network for OCR.

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Reservoir Computing with a Small-World Network for Discriminating Two Sequential Stimuli.

Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Accelerating convolutional neural networks by group-wise 2D-filter pruning.

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

FxpNet: Training a deep convolutional neural network in fixed-point representation.

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Delving deeper into convolutional neural networks for camera relocalization.

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

An STDP-Based Supervised Learning Algorithm for Spiking Neural Networks.

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Training the Hopfield Neural Network for Classification Using a STDP-Like Rule.

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Recurrent convolutional neural network for speech processing.

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scale-Aware Face Detection.

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Particle Routing in Distributed Particle Filters for Large-Scale Spatial Temporal Systems.

IEEE Trans. Parallel Distrib. Syst., 2016

Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications.

IEEE Trans. Neural Netw. Learning Syst., 2016

Computational models and optimal control strategies for emotion contagion in the human population in emergencies.

Knowl.-Based Syst., 2016

Solving the K-shortest paths problem in timetable-based public transportation systems.

J. Intellig. Transport. Systems, 2016

UnrealStereo: A Synthetic Dataset for Analyzing Stereo Vision.

CoRR, 2016

Data driven simulation modeling for mobile agent-based systems.

Proceedings of the Symposium on Theory of Modeling & Simulation, 2016

LightRNN: Memory and Computation-Efficient Recurrent Neural Networks.

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Strategy Inference in Multi-Agent Multi-Team Scenarios.

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Fuzzy String Matching Using Sentence Embedding Algorithms.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Joint Training of Cascaded CNN for Face Detection.

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Comparison of ℓ

_{1}-Norm SVR and Sparse Coding Algorithms for Linear Regression.
IEEE Trans. Neural Netw. Learning Syst., 2015

Predicting Eye Fixations With Higher-Level Visual Features.

IEEE Trans. Image Processing, 2015

Feature Selection in Supervised Saliency Prediction.

IEEE Trans. Cybernetics, 2015

Modeling and simulation of the collective efficacy of distributed organizations: toward an interdependent network.

Simulation, 2015

Agent-Based Modeling and Simulation of Child Maltreatment and Child Maltreatment Prevention.

J. Artificial Societies and Social Simulation, 2015

Particle filter based traffic data assimilation with sensor informed proposal distribution.

Proceedings of the 48th Annual Simulation Symposium, 2015

SpSIR: a spatially-dependent sequential importance resampling for high dimensional spatial temporal system simulation.

Proceedings of the Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, 2015

Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling.

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Interlinked Convolutional Neural Networks for Face Parsing.

Proceedings of the Advances in Neural Networks - ISNN 2015, 2015

Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation Algorithm.

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Dynamic Data Driven Particle Filter for Agent-Based Traffic State Estimation.

Proceedings of the Cloud Computing and Security - First International Conference, 2015

Recurrent convolutional neural network for object recognition.

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Cognitive modeling for agent-based simulation of child maltreatment and child maltreatment prevention.

Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

2014

Learning Nonlinear Statistical Regularities in Natural Images by Modeling the Outer Product of Image Intensities.

Neural Computation, 2014

Adaptive dual cluster heads collaborative target tracking in wireless sensor networks.

IJSNet, 2014

Modeling response properties of V2 neurons using a hierarchical K-means model.

Neurocomputing, 2014

A Reverse Hierarchy Model for Predicting Eye Fixations.

CoRR, 2014

A structured devs model representation based on extended structured modeling.

Proceedings of the 2014 Winter Simulation Conference, 2014

BIM-based data mining approach to estimating job man-hour requirements in structural steel fabrication.

Proceedings of the 2014 Winter Simulation Conference, 2014

Dynamic data driven simulation with soft data.

Proceedings of the 2014 Spring Simulation Multiconference, 2014

A Reverse Hierarchy Model for Predicting Eye Fixations.

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Editorial A Successful Change From TNN to TNNLS and a Very Successful Year.

IEEE Trans. Neural Netw. Learning Syst., 2013

Adaptation of cultural norms after merger and acquisition based on the heterogeneous agent-based relative-agreement model.

Simulation, 2013

Spatial activity-based modeling for pedestrian crowd simulation.

Simulation, 2013

Linking information and energy - activity-based energy-aware information processing.

Simulation, 2013

Data-based control, optimization, modeling and applications.

Neural Computing and Applications, 2013

Fuzzy colored time Petri net and termination analysis for fuzzy Event-Condition-Action rules.

Inf. Sci., 2013

Dynamic data driven event reconstruction for traffic simulation using sequential Monte Carlo methods.

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

An effective proposal distribution for sequential Monte Carlo methods-based wildfire data assimilation.

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Cloud MapReduce for particle filter-based data assimilation for wildfire spread simulation.

Proceedings of the 2013 Spring Simulation Multiconference, SpringSim '13, 2013

Parent Training Resource Allocation Optimization Using an Agent-Based Model of Child Maltreatment.

Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Traffic sign detection based on convolutional neural networks.

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Traffic sign detection by ROI extraction and histogram features-based recognition.

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Data assimilation using sequential monte carlo methods in wildfire spread simulation.

ACM Trans. Model. Comput. Simul., 2012

Solving the Assignment Problem Using Continuous-Time and Discrete-Time Improved Dual Networks.

IEEE Trans. Neural Netw. Learning Syst., 2012

DEVS-FIRE: design and application of formal discrete event wildfire spread and suppression models.

Simulation, 2012

Post-frontal Combustion Heat Modeling in DEVS-fire for Coupled Atmosphere-fire Simulation.

Proceedings of the International Conference on Computational Science, 2012

A compact neural network for training support vector machines.

Neurocomputing, 2012

A Framework for Modeling Social Groups in Agent-Based Pedestrian Crowd Simulations.

IJATS, 2012

On time granularity and event granularity in simulation service composition (WIP).

Proceedings of the 2012 Spring Simulation Multiconference, 2012

The cross-curriculum mobile computing labware for CS (abstract only).

Proceedings of the 43rd ACM technical symposium on Computer science education, 2012

Exploiting Sensor Spatial Correlation for Dynamic Data Driven Simulation of Wildfire.

Proceedings of the 26th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2012

Hierarchical K-Means Algorithm for Modeling Visual Area V2 Neurons.

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Real-World Relevant Learning with Android Smartphones.

Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012

2011

An Adaline Neural Network-Based Multi-User Detector Improved by Particle Swarm Optimization in CDMA Systems.

Wireless Personal Communications, 2011

Profile-based spatial partitioning for parallel simulation of large-scale wildfires.

Simulation Modelling Practice and Theory, 2011

Towards a methodological approach to identify future M&S standard needs.

Proceedings of the Winter Simulation Conference 2011, 2011

Estimation of new ignited fires using particle filters in wildfire spread simulation.

Proceedings of the 2011 Spring Simulation Multi-conference, 2011

Towards parameter estimation in wildfire spread simulation based on sequential Monte Carlo methods.

Proceedings of the 2011 Spring Simulation Multi-conference, 2011

Cognitive Modeling for Agent-Based Simulation of Child Maltreatment.

Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2011

Solving the Assignment Problem with the Improved Dual Neural Network.

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Simulation software as a service and Service-Oriented simulation experiment.

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Static balancing and dynamic modeling of a three-degree-of-freedom parallel kinematic manipulator.

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

2010

Design of recurrent neural networks for solving constrained least absolute deviation problems.

IEEE Trans. Neural Networks, 2010

Modeling group structures in pedestrian crowd simulation.

Simulation Modelling Practice and Theory, 2010

Design, analysis, and stiffness optimization of a three degree of freedom parallel manipulator.

Robotica, 2010

A Gaussian Attractor Network for Memory and Recognition with Experience-Dependent Learning.

Neural Computation, 2010

Dynamic system methods for solving mixed linear matrix inequalities and linear vector inequalities and equalities.

Applied Mathematics and Computation, 2010

Profile-based partition for parallel simulation of DEVS-FIRE.

Proceedings of the 2010 Spring Simulation Multiconference, 2010

An Agent-Based Model for Studying Child Maltreatment and Child Maltreatment Prevention.

Proceedings of the Advances in Social Computing, 2010

Portable labs in a box for embedded system education.

Proceedings of the 15th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2010

Modeling Dynamic Groups for Agent-Based Pedestrian Crowd Simulations.

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

2009

An Alternative Recurrent Neural Network for Solving Variational Inequalities and Related Optimization Problems.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Integrated simulation and optimization for wildfire containment.

ACM Trans. Model. Comput. Simul., 2009

A New Recurrent Neural Network for Solving Convex Quadratic Programming Problems With an Application to the k -Winners-Take-All Problem.

IEEE Trans. Neural Networks, 2009

Performance Measurement of Dynamic Structure DEVS for Large-Scale Cellular Space Models.

Simulation, 2009

Applications of the general projection neural network in solving extended linear-quadratic programming problems with linear constraints.

Neurocomputing, 2009

A Dynamic Data Driven Application System for Wildfire Spread Simulation.

Proceedings of the 2009 Winter Simulation Conference, 2009

State estimation using particle filters in wildfire spread simulation.

Proceedings of the 2009 Spring Simulation Multiconference, SpringSim 2009, 2009

Motion Planning with Obstacle Avoidance for Kinematically Redundant Manipulators Based on Two Recurrent Neural Networks.

Proceedings of the IEEE International Conference on Systems, 2009

Another Simple Recurrent Neural Network for Quadratic and Linear Programming.

Proceedings of the Advances in Neural Networks, 2009

An Automatic Classification based Search of Simulation Grid Resource.

Proceedings of the 2009 International Conference on Grid Computing & Applications, 2009

2008

An Improved Dual Neural Network for Solving a Class of Quadratic Programming Problems and Its k-Winners-Take-All Application.

IEEE Trans. Neural Networks, 2008

DEVS-FIRE: Towards an Integrated Simulation Environment for Surface Wildfire Spread and Containment.

Simulation, 2008

Partial-modular DEVS for improving performance of cellular space wildfire spread simulation.

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Towards applications of particle filters in wildfire spread simulation.

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Panel discussion: What makes good research in modeling and simulation: Sustaining the growth and vitality of the M&S discipline.

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

THU and ICRC at TRECVID 2008.

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Towards validation of DEVS-FIRE wildfire simulation model.

Proceedings of the 2008 Spring Simulation Multiconference, 2008

BehaviorSim: A Learning Environment for Behavior-Based Agent.

Proceedings of the From Animals to Animats 10, 2008

Three Global Exponential Convergence Results of the GPNN for Solving Generalized Linear Variational Inequalities.

Proceedings of the Advances in Neural Networks, 2008

Progressive simulation-based design: A case study example on software defined radio.

Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007

Design of General Projection Neural Networks for Solving Monotone Linear Variational Inequalities and Linear and Quadratic Optimization Problems.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

A Recurrent Neural Network for Solving a Class of General Variational Inequalities.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

Solving Generally Constrained Generalized Linear Variational Inequalities Using the General Projection Neural Networks.

IEEE Trans. Neural Networks, 2007

Preface: High Performance Computing in Simulation (Part II).

Simulation, 2007

Preface: High Performance Computing in Simulation (Part I).

Simulation, 2007

Agent-based modeling and simulation of wildland fire suppression.

Proceedings of the Winter Simulation Conference, WSC 2007, 2007

An Integrated Multi-Robot Test Bed to Support Incremental Simulation-Based Design.

Proceedings of the 2nd IEEE International Conference on System of Systems Engineering, 2007

Simulation-based architectural design and implementation of a real-time collaborative editing system.

Proceedings of the 2007 Spring Simulation Multiconference, 2007

Convergence of a Recurrent Neural Network for Nonconvex Optimization Based on an Augmented Lagrangian Function.

Proceedings of the Advances in Neural Networks, 2007

DEVS Systems-Theory Framework for Reusable Testing of I/O Behaviors in Service Oriented Architectures.

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Solving the k-Winners-Take-All Problem and the Oligopoly Cournot-Nash Equilibrium Problem Using the General Projection Neural Networks.

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Entropy-Based Symbolic Representation for Time Series Classification.

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

BehaviorSim: towards an educational tool for behavior-based agent.

Proceedings of the 45th Annual Southeast Regional Conference, 2007

2006

Routing Using Messengers in Sparse and Disconnected Mobile Sensor Networks.

Proceedings of the Advances in Web Intelligence and Data Mining, 2006

Solving Pseudomonotone Variational Inequalities and Pseudoconvex Optimization Problems Using the Projection Neural Network.

IEEE Trans. Neural Networks, 2006

Global stability of a recurrent neural network for solving pseudomonotone variational inequalities.

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Context-dependent adaptability in crowd behavior simulation.

Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

A Recurrent Neural Network for Solving Nonconvex Optimization Problems.

Proceedings of the International Joint Conference on Neural Networks, 2006

Solving Extended Linear Programming Problems Using a Class of Recurrent Neural Networks.

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Structure Learning of a Behavior Network for Context Dependent Adaptability.

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005

Model continuity in the design of dynamic distributed real-time systems.

IEEE Trans. Systems, Man, and Cybernetics, Part A, 2005

Variable Structure in DEVS Component-Based Modeling and Simulation.

Simulation, 2005

A simulation-based virtual environment to study cooperative robotic systems.

Integrated Computer-Aided Engineering, 2005

A hybrid agent-cellular space modeling approach for fire spread and suppression simulation.

Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Robots in the loop: supporting an incremental simulation-based design process.

Proceedings of the IEEE International Conference on Systems, 2005

2004

Model Continuity to Support Software Development for Distributed Robotic Systems: A Team Formation Example.

Journal of Intelligent and Robotic Systems, 2004

2003

The RTDEVS/CORBA Environment for Simulation-Based Design of Distributed Real-Time Systems.

Simulation, 2003

2001

Simulation-based SW/HW Architectural Design Configurations for Distributed Mission Training Systems.

Simulation, 2001