Han Liu

According to our database1, Han Liu authored at least 120 papers between 2003 and 2018.

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Bibliography

2018
Safety-Assured Model-Driven Design of the Multifunction Vehicle Bus Controller.
IEEE Trans. Intelligent Transportation Systems, 2018

Possible world based consistency learning model for clustering and classifying uncertain data.
Neural Networks, 2018

Max-norm optimization for robust matrix recovery.
Math. Program., 2018

Unsupervised fault diagnosis of rolling bearings using a deep neural network based on generative adversarial networks.
Neurocomputing, 2018

Fully Implicit Online Learning.
CoRR, 2018

TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game.
CoRR, 2018

Factorized Q-Learning for Large-Scale Multi-Agent Systems.
CoRR, 2018

Diffusion Approximations for Online Principal Component Estimation and Global Convergence.
CoRR, 2018

Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes.
CoRR, 2018

Marginal Policy Gradients for Complex Control.
CoRR, 2018

Efficient, Certifiably Optimal High-Dimensional Clustering.
CoRR, 2018

Feedback-Based Tree Search for Reinforcement Learning.
CoRR, 2018

Discrete Factorization Machines for Fast Feature-based Recommendation.
CoRR, 2018

RWEN: response-weighted elastic net for prediction of chemosensitivity of cancer cell lines.
Bioinformatics, 2018

Dynamic reference vectors and biased crossover use for inverse model based evolutionary multi-objective optimization with irregular Pareto fronts.
Appl. Intell., 2018

Soft sensor based on stacked auto-encoder deep neural network for air preheater rotor deformation prediction.
Advanced Engineering Informatics, 2018

A ΔΣ DPLL with 1b TDC, 4b DTC and 8-tap FIR filter for low-voltage clock generation/modulation systems.
Proceedings of the 2018 International Symposium on VLSI Design, 2018

Adaptive Aggregation Network for Face Hallucination.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Jbench: a dataset of data races for concurrency testing.
Proceedings of the 15th International Conference on Mining Software Repositories, 2018

S-gram: towards semantic-aware security auditing for Ethereum smart contracts.
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

Managing concurrent testing of data race with ComRaDe.
Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2018

Multi-Task Clustering with Model Relation Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Discrete Factorization Machines for Fast Feature-based Recommendation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

SAFL: increasing and accelerating testing coverage with symbolic execution and guided fuzzing.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

ReGuard: finding reentrancy bugs in smart contracts.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

The Edge Density Barrier: Computational-Statistical Tradeoffs in Combinatorial Inference.
Proceedings of the 35th International Conference on Machine Learning, 2018

Feedback-Based Tree Search for Reinforcement Learning.
Proceedings of the 35th International Conference on Machine Learning, 2018

A Noise Robust Face Hallucination Framework Via Cascaded Model of Deep Convolutional Networks and Manifold Learning.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Enhanced Explicit Semantic Analysis for Product Model Retrieval in Construction Industry.
IEEE Trans. Industrial Informatics, 2017

Novel density-based and hierarchical density-based clustering algorithms for uncertain data.
Neural Networks, 2017

Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions.
Math. Program., 2017

Self-adapted mixture distance measure for clustering uncertain data.
Knowl.-Based Syst., 2017

Multi-task clustering through instances transfer.
Neurocomputing, 2017

A DDoS attack detection system based on spark framework.
Comput. Sci. Inf. Syst., 2017

A Novel Extreme Learning Machine-Based Classification Algorithm for Uncertain Data.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

A language model for statements of software code.
Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017

Saliency Detection Optimization via Modified Secondary Manifold Ranking and Blurring Depression.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

EMR: Extended Manifold Ranking for Saliency Detection.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

A Novel Spatial Information Model for Saliency Detection.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Remote sensing image classification based on convolutional neural networks with two-fold sparse regularization.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Stochastic optimization of program obfuscation.
Proceedings of the 39th International Conference on Software Engineering, 2017

Virtual topology partitioning towards an efficient failure recovery of software defined networks.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017

Dependable integrated clinical system architecture with runtime verification.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

A new input variable selection method for soft sensor based on stacked auto-encoders.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Matching Depth to RGB for Boosting Face Verification.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

CANE: Context-Aware Network Embedding for Relation Modeling.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Multi-Task Multi-View Clustering.
IEEE Trans. Knowl. Data Eng., 2016

A depression network of functionally connected regions discovered via multi-attribute canonical correlation graphs.
NeuroImage, 2016

Design of shift-invariant nonuniform cosine-modulated filter bank with arbitrary integer sampling factors.
Digital Signal Processing, 2016

From Stateflow Simulation to Verified Implementation: A Verification Approach and A Real-Time Train Controller Design.
Proceedings of the 2016 IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2016

Tsmart-BIPEX: An Integrated Graphical Design Toolkit for Software Systems.
Proceedings of the MoDELS 2016 Demo and Poster Sessions co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2016), 2016

Model driven design of heterogeneous synchronous embedded systems.
Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering, 2016

ZigBee-based smart home system design and dynamic collecting cycle optimization.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

Rule based systems and networks: Deterministic and fuzzy approaches.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

Self-Adapted Multi-Task Clustering.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Towards better program obfuscation: optimization via language models.
Proceedings of the 38th International Conference on Software Engineering, 2016

Use runtime verification to improve the quality of medical care practice.
Proceedings of the 38th International Conference on Software Engineering, 2016

Multiphase Image Segmentation Based on Improved LBF Model.
Proceedings of the Intelligent Computing Theories and Application, 2016

Taming Interrupts for Verifying Industrial Multifunction Vehicle Bus Controllers.
Proceedings of the FM 2016: Formal Methods, 2016

Safety-Assured Formal Model-Driven Design of the Multifunction Vehicle Bus Controller.
Proceedings of the FM 2016: Formal Methods, 2016

A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015
Rule based systems for classification in machine learning context.
PhD thesis, 2015

Design of Mixed Synchronous/Asynchronous Systems with Multiple Clocks.
IEEE Trans. Parallel Distrib. Syst., 2015

Smart Multitask Bregman Clustering and Multitask Kernel Clustering.
TKDD, 2015

Optimal Feature Selection in High-Dimensional Discriminant Analysis.
IEEE Trans. Information Theory, 2015

The Knowledge Gradient Policy Using A Sparse Additive Belief Model.
CoRR, 2015

glmgraph: an R package for variable selection and predictive modeling of structured genomic data.
Bioinformatics, 2015

Multi-Task Multi-View Clustering for Non-Negative Data.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Research on image denoising using patch-based singular value decomposition.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014
Compressive Network Analysis.
IEEE Trans. Automat. Contr., 2014

Evaluation of local features and classifiers in BOW model for image classification.
Multimedia Tools Appl., 2014

Graph estimation from multi-attribute data.
Journal of Machine Learning Research, 2014

iDola: Bridge Modeling to Verification and Implementation of Interrupt-Driven Systems.
Proceedings of the 2014 Theoretical Aspects of Software Engineering Conference, 2014

Application-Specific Architecture Selection for Embedded Systems via Schedulability Analysis.
Proceedings of the 2014 Theoretical Aspects of Software Engineering Conference, 2014

Tsmart-GalsBlock: a toolkit for modeling, validation, and synthesis of multi-clocked embedded systems.
Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014

Mode Estimation for High Dimensional Discrete Tree Graphical Models.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Categorization and Construction of Rule Based Systems.
Proceedings of the Engineering Applications of Neural Networks, 2014

Novel Density-Based Clustering Algorithms for Uncertain Data.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Robust Ellipse Fitting Based on Sparse Combination of Data Points.
IEEE Trans. Image Processing, 2013

Dual-Tree Cosine-Modulated Filter Bank With Linear-Phase Individual Filters: An Alternative Shift-Invariant and Directional-Selective Transform.
IEEE Trans. Image Processing, 2013

Weakly-supervised object localization in unlabeled image collection.
Multimedia Syst., 2013

Modeling/predicting the evolution trend of osn-based applications.
Proceedings of the 22nd International World Wide Web Conference, 2013

System reliability calculation based on the run-time analysis of ladder program.
Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

Markov Network Estimation From Multi-attribute Data.
Proceedings of the 30th International Conference on Machine Learning, 2013

Feature Selection in High-Dimensional Classification.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Homogeneous and Heterogeneous Distributed Classification for Pocket Data Mining.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2012

Marginal Regression For Multitask Learning.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Detecting Network Cliques with Radon Basis Pursuit.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Structured Sparse Canonical Correlation Analysis.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Development of Multi-fingered Robotic Hand with Coupled and directly Self-Adaptive Grasp.
I. J. Humanoid Robotics, 2012

Instance-Level Landmark Labeling via Multi-layer Superpixels.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Distributed measurement-aware routing: Striking a balance between measurement and traffic engineering.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

A direction Change-based algorithm for polygonal approximation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A New Method of Stereo Localization Using Dual-PTZ-Cameras.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Evolving Landscape of Cellular Network Traffic.
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012

Class-Specified Segmentation with Multi-scale Superpixels.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Compressive Network Analysis
CoRR, 2011

Distributed Classification for Pocket Data Mining.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Exploiting context aware category discovery for image labeling.
Proceedings of the ICIMCS 2011, 2011

Visual Object Localization in Image Collections.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

The design of indoor emergency management system based on wireless location.
Proceedings of the 2011 IEEE International Conference on Cloud Computing and Intelligence Systems, 2011

2010
Mining Historic Query Trails to Label Long and Rare Search Engine Queries.
TWEB, 2010

The Group Dantzig Selector.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Multivariate Dyadic Regression Trees for Sparse Learning Problems.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Estimation Consistency of the Group Lasso and its Applications.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Nonparametric Greedy Algorithms for the Sparse Learning Problem.
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

Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

A neural network approach for least squares support vector machines learning.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Network Coding for Information Exchange between Multiple Nodes in Wireless Networks.
Proceedings of the 67th IEEE Vehicular Technology Conference, 2008

Network Coding for P2P Live Media Streaming.
Proceedings of the IFIP International Conference on Network and Parallel Computing, 2008

2006
Towards the Prediction of Protein Abundance from Tandem Mass Spectrometry Data.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Double Inverted Pendulum Control Based on Support Vector Machines and Fuzzy Inference.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005
A Generalized Real-Time Obstacle Avoidance Method Without the Cspace Calculation.
J. Comput. Sci. Technol., 2005

Visual Sign Language Recognition Based on HMMs and Auto-regressive HMMs.
Proceedings of the Gesture in Human-Computer Interaction and Simulation, 2005

2004
An Extended Linear Strategy Bridging the Gap between Regression and SVD Decomposition for Modeling Peptide Tandem Mass Spectrometry Data.
Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2004

A User-Oriented Model-Driven Requirements Elicitation Process based on User Modeling.
Proceedings of the Computer Supported Activity Coordination, 2004

Comparison of discrimination methods for peptide classification in tandem mass spectrometry.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

2003
A Context-Aware User-Adaptive Supporting System for Goal-Oriented Requirements Elicitation Process.
Proceedings of the ICEIS 2003, 2003


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