Zhihua Zhang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Semi-Infinitely Constrained Markov Decision Processes and Provably Efficient Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

A Fast Crash Reproduction Method for Android Applications Based on Widget Hierarchy Graphs.
IEEE Internet Things J., April, 2024

Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction.
J. Mach. Learn. Res., 2024

Pointing accuracy of airborne multi-light source steering device.
IEICE Electron. Express, 2024

SuperFeat: Quantitative Feature Learning from Single-cell RNA-seq Data Facilitates Drug Repurposing.
Genom. Proteom. Bioinform., 2024

On Eigenvector Approximation of Diagonalizable Random Matrices with Random Perturbations: Properties and Applications.
CoRR, 2024

Asymptotic Time-Uniform Inference for Parameters in Averaged Stochastic Approximation.
CoRR, 2024

Federated Control in Markov Decision Processes.
CoRR, 2024

Federated Reinforcement Learning with Constraint Heterogeneity.
CoRR, 2024

Near Minimax-Optimal Distributional Temporal Difference Algorithms and The Freedman Inequality in Hilbert Spaces.
CoRR, 2024

2023
Remote Sensing of Aerosols and Water-Leaving Radiance from Chinese FY-3/MERSI Based on a Simultaneous Method.
Remote. Sens., December, 2023

Effectiveness of information and communication technology(ICT) for addictive behaviors: An umbrella review of systematic reviews and meta-analysis of randomized controlled trials.
Comput. Hum. Behav., October, 2023

Corrigendum to "Object-based 3D building change detection using point-level change indicators" [Int. J. Appl. Earth Observ. Geoinf. 118 (2023) 103293].
Int. J. Appl. Earth Obs. Geoinformation, June, 2023

Bidirectional quantum teleportation in multi-hop communication network.
Quantum Inf. Process., May, 2023

Towards explicit superlinear convergence rate for SR1.
Math. Program., May, 2023

Object-based 3D building change detection using point-level change indicators.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023

Estimation of Moist Atmospheric Profiles from Refraction and Attenuation Measurements by Using Centimeter and Millimeter Wave Links between LEO Satellites.
Remote. Sens., January, 2023

SimCH: simulation of single-cell RNA sequencing data by modeling cellular heterogeneity at gene expression level.
Briefings Bioinform., January, 2023

Comprehensive evaluation of software system reliability based on component-based generalized G-O models.
PeerJ Comput. Sci., 2023

Principal-Agent Problem with Third Party: Information Design from Social Planner's Perspective.
CoRR, 2023

Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness.
CoRR, 2023

Estimation and Inference in Distributional Reinforcement Learning.
CoRR, 2023

Constructing Synthetic Treatment Groups without the Mean Exchangeability Assumption.
CoRR, 2023

Training Energy-Based Models with Diffusion Contrastive Divergences.
CoRR, 2023

Entropy-based Training Methods for Scalable Neural Implicit Sampler.
CoRR, 2023

Evaluating the Efficacy of Length-Controllable Machine Translation.
CoRR, 2023

End-to-end Training and Decoding for Pivot-based Cascaded Translation Model.
CoRR, 2023

Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning.
CoRR, 2023

Avoiding Model Estimation in Robust Markov Decision Processes with a Generative Model.
CoRR, 2023

Widget Hierarchy Graph Guided Crash Reproduction Method for Android Applications (S).
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Enhancing Adversarial Robustness via Score-Based Optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Entropy-based Training Methods for Scalable Neural Implicit Samplers.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes.
Proceedings of the International Conference on Machine Learning, 2023

2022
A Single-Phase High-Impedance Ground Faulty Feeder Detection Method for Small Resistance to Ground Systems Based on Current-Voltage Phase Difference.
Sensors, 2022

Long-Term Changes and Factors That Influence Changes in Thermal Discharge from Nuclear Power Plants in Daya Bay, China.
Remote. Sens., 2022

Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods.
J. Mach. Learn. Res., 2022

Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach.
CoRR, 2022

Sparse Adversarial Attack in Multi-agent Reinforcement Learning.
CoRR, 2022

On the Convergence of Policy in Unregularized Policy Mirror Descent.
CoRR, 2022

Global Convergence Analysis of Deep Linear Networks with A One-neuron Layer.
CoRR, 2022

DeNOPA: decoding nucleosome positions sensitively with sparse ATAC-seq data.
Briefings Bioinform., 2022

On the landscape of one-hidden-layer sparse networks and beyond.
Artif. Intell., 2022

Contribution Mechanism and Impact Analysis of AC System at the Diode Natural Commutation and Conduction Stage During Bipolar Short-Circuit Fault for Single-Terminal VSC-Based DC Distribution Networks.
IEEE Access, 2022

A Semantic Segmentation Method for Remote Sensing Images Based on the Swin Transformer Fusion Gabor Filter.
IEEE Access, 2022

Development of Education Curriculum in the Data Science Area for a Liberal Arts University.
Proceedings of the Towards a Collaborative Society Through Creative Learning, 2022

Semi-infinitely Constrained Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Statistical Online Inference Approach in Averaged Stochastic Approximation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improving Model Training with Multi-fidelity Hyperparameter Evaluation.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

On Non-local Convergence Analysis of Deep Linear Networks.
Proceedings of the International Conference on Machine Learning, 2022

Con-NAT: Contrastive Non-autoregressive Neural Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Federated Reinforcement Learning with Environment Heterogeneity.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

MR-P: A Parallel Decoding Algorithm for Iterative Refinement Non-Autoregressive Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Accelerated Proximal Subsampled Newton Method.
IEEE Trans. Neural Networks Learn. Syst., 2021

Evaluation and Improvement of the Near-Real-Time Linear Fit SO<sub>2</sub> Retrievals From Suomi NPP Ozone Mapping and Profiler Suite.
IEEE Trans. Geosci. Remote. Sens., 2021

Approximate Newton Methods.
J. Mach. Learn. Res., 2021

Greedy and Random Broyden's Methods with Explicit Superlinear Convergence Rates in Nonlinear Equations.
CoRR, 2021

Directional Convergence Analysis under Spherically Symmetric Distribution.
CoRR, 2021

Non-asymptotic Performances of Robust Markov Decision Processes.
CoRR, 2021

Meta-Regularization: An Approach to Adaptive Choice of the Learning Rate in Gradient Descent.
CoRR, 2021

DIPPA: An improved Method for Bilinear Saddle Point Problems.
CoRR, 2021

Automated Asphalt Highway Pavement Crack Detection Based on Deformable Single Shot Multi-Box Detector Under a Complex Environment.
IEEE Access, 2021

DeepCEDNet: An Efficient Deep Convolutional Encoder-Decoder Networks for ECG Signal Enhancement.
IEEE Access, 2021

Greedy and Random Quasi-Newton Methods with Faster Explicit Superlinear Convergence.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Faster Directional Convergence of Linear Neural Networks under Spherically Symmetric Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multi-split Reversible Transformers Can Enhance Neural Machine Translation.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Memory-Efficient Differentiable Transformer Architecture Search.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Frost Filtering Algorithm of SAR Images With Adaptive Windowing and Adaptive Tuning Factor.
IEEE Geosci. Remote. Sens. Lett., 2020

Nesterov's Acceleration for Approximate Newton.
J. Mach. Learn. Res., 2020

Leader-following consensus control of position-constrained multiple Euler-Lagrange systems with unknown control directions.
Neurocomputing, 2020

Landscape of Sparse Linear Network: A Brief Investigation.
CoRR, 2020

Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond.
CoRR, 2020

Intervention Generative Adversarial Networks.
CoRR, 2020

An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization.
CoRR, 2020

Fault Localization Based on Hybrid Genetic Simulated Annealing Algorithm.
J. Comput. Inf. Technol., 2020

Episo: quantitative estimation of RNA 5-methylcytosine at isoform level by high-throughput sequencing of RNA treated with bisulfite.
Bioinform., 2020

Positive Sequence Current Phase-Based Improved Reverse-Power Protection and a PV Hosting Capacity Assessment Method for Spot Networks.
IEEE Access, 2020

Optimal Harmonic Measuring Device Placement in Distribution Networks in Consideration of Topology Changes.
IEEE Access, 2020

A Novel Fault Diagnosis Approach for Rolling Bearing Based on High-Order Synchrosqueezing Transform and Detrended Fluctuation Analysis.
IEEE Access, 2020

A Robust Random Noise Suppression Method for Seismic Data Using Sparse Low-Rank Estimation in the Time-Frequency Domain.
IEEE Access, 2020

Noise Reduction in ECG Signal Using an Effective Hybrid Scheme.
IEEE Access, 2020

Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems.
Proceedings of the 37th International Conference on Machine Learning, 2020

Active Learning Approaches to Enhancing Neural Machine Translation: An Empirical Study.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Train Once, and Decode As You Like.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Deep Unsupervised Workload Sequence Anomaly Detection with Fusion of Spatial and Temporal Features in the Cloud.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019
Thrust Control of a Double-Sided Linear Induction Motor With Segmented Power Supply.
IEEE Trans. Ind. Electron., 2019

Fast stochastic second-order method logarithmic in condition number.
Pattern Recognit., 2019

Distributed low-complexity output feedback tracking control for nonlinear multi-agent systems with unmodeled dynamics and prescribed performance.
Int. J. Syst. Sci., 2019

Consensus control of higher-order nonlinear multi-agent systems with unknown control directions.
Neurocomputing, 2019

Distillation ≈ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network.
CoRR, 2019

A General Analysis Framework of Lower Complexity Bounds for Finite-Sum Optimization.
CoRR, 2019

Towards Better Generalization: BP-SVRG in Training Deep Neural Networks.
CoRR, 2019

A Gram-Gauss-Newton Method Learning Overparameterized Deep Neural Networks for Regression Problems.
CoRR, 2019

Detecting Defects Based on Mining and Confirming Programming Patterns From Different Versions of Projects.
IEEE Access, 2019

Research on Fault Diagnosis Method Based on RSAPSO-DBN.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

2018
A Clone Detection Algorithm with Low Resource Expenditure for Wireless Sensor Networks.
J. Sensors, 2018

Detection of selective forwarding attacks based on adaptive learning automata and communication quality in wireless sensor networks.
Int. J. Distributed Sens. Networks, 2018

Hierarchical Attention: What Really Counts in Various NLP Tasks.
CoRR, 2018

Interpolatron: Interpolation or Extrapolation Schemes to Accelerate Optimization for Deep Neural Networks.
CoRR, 2018

Nested-Stacking Genetic Algorithm for the Optimal Placement of Sensors in Bridge.
Comput. J., 2018

Delta: a new web-based 3D genome visualization and analysis platform.
Bioinform., 2018

Reverberation Chambers for Over-the-Air Tests: An Overview of Two Decades of Research.
IEEE Access, 2018

Mining Function Call Sequence Patterns Across Different Versions of the Project for Defect Detection.
Proceedings of the Software Analysis, Testing, and Evolution, 2018

Semantic Understanding and Task-Oriented for Image Assessment.
Proceedings of the Human Aspects of IT for the Aged Population. Acceptance, Communication and Participation, 2018

Attention-via-Attention Neural Machine Translation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
基于函数调用序列模式挖掘的程序缺陷检测 (Defects Detection Based on Mining Function Call Sequence Patterns).
计算机科学, 2017

Designing distributed consensus protocols for second-order nonlinear multi-agents with unknown control directions under directed graphs.
J. Frankl. Inst., 2017

A scalable community detection algorithm for large graphs using stochastic block models.
Intell. Data Anal., 2017

Nesterov's Acceleration For Approximate Newton.
CoRR, 2017

A Unifying Framework for Convergence Analysis of Approximate Newton Methods.
CoRR, 2017

The association between life events and internet addiction among Chinese vocational school students: The mediating role of depression.
Comput. Hum. Behav., 2017

Intrusion Detection Based on State Context and Hierarchical Trust in Wireless Sensor Networks.
IEEE Access, 2017

The thrust fluctuation suppression of segmented double sided linear induction motor.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Approximate Newton Methods and Their Local Convergence.
Proceedings of the 34th International Conference on Machine Learning, 2017

CPSG-MCMC: Clustering-Based Preprocessing method for Stochastic Gradient MCMC.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Computational inference of physical spatial organization of eukaryotic genomes.
Quant. Biol., 2016

SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions.
J. Mach. Learn. Res., 2016

Multilevel Package Identification Scheme Based on RFID Code and Related Package Message.
Int. J. Distributed Sens. Networks, 2016

A Key to Genome Maze in 3D.
Genom. Proteom. Bioinform., 2016

An Efficient Character-Level Neural Machine Translation.
CoRR, 2016

Tighter bound of Sketched Generalized Matrix Approximation.
CoRR, 2016

Revisiting Sub-sampled Newton Methods.
CoRR, 2016

Variance-Reduced Second-Order Methods.
CoRR, 2016

Inversion for Refractivity Parameters Using a Dynamic Adaptive Cuckoo Search with Crossover Operator Algorithm.
Comput. Intell. Neurosci., 2016

3CDB: a manually curated database of chromosome conformation capture data.
Database J. Biol. Databases Curation, 2016

Quasi-Newton Hamiltonian Monte Carlo.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

ECNU at SemEval-2016 Task 4: An Empirical Investigation of Traditional NLP Features and Word Embedding Features for Sentence-level and Topic-level Sentiment Analysis in Twitter.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

ECNU at SemEval 2016 Task 6: Relevant or Not? Supportive or Not? A Two-step Learning System for Automatic Detecting Stance in Tweets.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

ECNU at SemEval-2016 Task 7: An Enhanced Supervised Learning Method for Lexicon Sentiment Intensity Ranking.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

ECNU at SemEval-2016 Task 5: Extracting Effective Features from Relevant Fragments in Sentence for Aspect-Based Sentiment Analysis in Reviews.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Three Convolutional Neural Network-based models for learning Sentiment Word Vectors towards sentiment analysis.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Frequent Direction Algorithms for Approximate Matrix Multiplication with Applications in CCA.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Scalable and Extensible Framework for Superposition-Structured Models.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Wishart Mechanism for Differentially Private Principal Components Analysis.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
C2MP: Chebyshev chaotic map-based authentication protocol for RFID applications.
Pers. Ubiquitous Comput., 2015

基于信息熵与SIFT算法的天文图像配准 (Astronomical Image Registration Combining Information Entropy and SIFT Algorithm).
计算机科学, 2015

Controlled Remote State Preparation via General Pure Three-Qubit State.
Inf., 2015

Two-Dimensional Code Based Spatiotemporal Modeling and Its Application in Object Tracing.
Int. J. Distributed Sens. Networks, 2015

Parameter-Level Data Flow Modeling Oriented to Product Design Process.
Int. J. Bifurc. Chaos, 2015

SEP-QN: Scalable and Extensible Proximal Quasi-Newton Method for Dirty Statistical Models.
CoRR, 2015

Controlled Remote State Preparation via General Pure Three-Qubit State.
CoRR, 2015

A Nonconvex Approach for Structured Sparse Learning.
CoRR, 2015

The Singular Value Decomposition, Applications and Beyond.
CoRR, 2015

A New Relaxation Approach to Normalized Hypergraph Cut.
CoRR, 2015

S-PowerGraph: Streaming Graph Partitioning for Natural Graphs by Vertex-Cut.
CoRR, 2015

On the Global Convergence of Majorization Minimization Algorithms for Nonconvex Optimization Problems.
CoRR, 2015

ECNU: Multi-level Sentiment Analysis on Twitter Using Traditional Linguistic Features and Word Embedding Features.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

ECNU: Extracting Effective Features from Multiple Sequential Sentences for Target-dependent Sentiment Analysis in Reviews.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Testing and integration of JPSS Ozone Mapping and Profiler Suite (OMPS) algorithms using the Algorithm Development Library (ADL).
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Support Matrix Machines.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Learning sentiment-inherent word embedding for word-level and sentence-level sentiment analysis.
Proceedings of the 2015 International Conference on Asian Language Processing, 2015

2014
Joint remote state preparation between multi-sender and multi-receiver.
Quantum Inf. Process., 2014

The matrix ridge approximation: algorithms and applications.
Mach. Learn., 2014

Haar Wavelet Analysis of climatic Time Series.
Int. J. Wavelets Multiresolution Inf. Process., 2014

Group Orbit Optimization: A Unified Approach to Data Normalization.
CoRR, 2014

The Modified Nystrom Method: Theories, Algorithms, and Extension.
CoRR, 2014

Estimating Semantic Similarity between Expanded Query and Tweet Content for Microblog Retrieval.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014

ECNU: A Combination Method and Multiple Features for Aspect Extraction and Sentiment Polarity Classification.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Distributed Power-law Graph Computing: Theoretical and Empirical Analysis.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Improving the modified nyström method using spectral shifting.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Estimation of calibration factors using K model of scattering coefficient.
Proceedings of the 10th International Conference on Natural Computation, 2014

Making Fisher Discriminant Analysis Scalable.
Proceedings of the 31th International Conference on Machine Learning, 2014

Parameter estimation of K model of radar cross section for synthetic aperture radar images based on second-kind statistics.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Efficient Algorithms and Error Analysis for the Modified Nystrom Method.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Exact Subspace Clustering in Linear Time.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Quantum teleportation and superdense coding through the composite W-Bell channel.
Quantum Inf. Process., 2013

An iterative SVM approach to feature selection and classification in high-dimensional datasets.
Pattern Recognit., 2013

Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling.
J. Mach. Learn. Res., 2013

Computational Identification of Active Enhancers in Model Organisms.
Genom. Proteom. Bioinform., 2013

Comments on "On analytic functions with generalized bounded Mocanu variation" by K.I. Noor and A. Muhammad [Appl. Math. Comput. 196(2008) 802-811].
Appl. Math. Comput., 2013

A Nearly Unbiased Matrix Completion Approach.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Nonconvex Relaxation Approaches to Robust Matrix Recovery.
Proceedings of the IJCAI 2013, 2013

A Scalable Approach to Column-Based Low-Rank Matrix Approximation.
Proceedings of the IJCAI 2013, 2013

Characterizing quantum channels via Wigner-Yanase skew information.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A Concave Conjugate Approach for Nonconvex Penalized Regression with the MCP Penalty.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Large-Scale Hierarchical Classification via Stochastic Perceptron.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Fourier Supports of Scaling Functions Determine Cardinalities of Wavelets.
Int. J. Wavelets Multiresolution Inf. Process., 2012

A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
CoRR, 2012

Prediction of novel long non-coding RNAs based on RNA-Seq data of mouse Klf1 knockout study.
BMC Bioinform., 2012

Sublinear Algorithms for Penalized Logistic Regression in Massive Datasets.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Nonconvex Penalization Using Laplace Exponents and Concave Conjugates.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Representation on tacit knowledge in production design support systems.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Colorization by Matrix Completion.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Some further refinements and extensions of the Hermite-Hadamard and Jensen inequalities in several variables.
Math. Comput. Model., 2011

A Threshold Signature Scheme Based on TPM.
Int. J. Commun. Netw. Syst. Sci., 2011

Histone modification profiles are predictive for tissue/cell-type specific expression of both protein-coding and microRNA genes.
BMC Bioinform., 2011

On weighted Hermite-Hadamard inequalities.
Appl. Math. Comput., 2011

TRECVID 2011 Semantic Indexing Task By NTT-SL-ZJU.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

A non-convex relaxation approach to sparse dictionary learning.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

A Novel Community Structure Detection Algorithm for Complex Networks Analysis Based on Coulomb's Law.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

A Fast Spectral Relaxation Approach to Matrix Completion via Kronecker Products.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

A Feasible Nonconvex Relaxation Approach to Feature Selection.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Further refinements of the Jensen inequalities based upon samples with repetitions.
Math. Comput. Model., 2010

Harmonic Wavelet Transform and Image Approximation.
J. Math. Imaging Vis., 2010

On an Efficient Sparse Representation of Objects of General Shape via Continuous Extension and Wavelet Approximation.
Int. J. Wavelets Multiresolution Inf. Process., 2010

Sparse Unsupervised Dimensionality Reduction Algorithms.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Expression of Design Problem by Design Space Model to Support Collaborative Design in Basic Plan of Architectural Design.
Proceedings of the Life System Modeling and Intelligent Computing, 2010

Identifying travel mode from GPS trajectories through fuzzy pattern recognition.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Sparse representation using nonnegative curds and whey.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Learning click models via probit bayesian inference.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Certain classes of meromorphic multivalent functions.
Comput. Math. Appl., 2009

A general family of weighted elementary symmetric means.
Appl. Math. Lett., 2009

Optimal Scoring for Unsupervised Learning.
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

Three Dimensional Geological Modeling from Component-based Topological Data Model.
Proceedings of the International Conference on Computer Modeling and Simulation, 2009

An Improved Symmetrical Modeling Method on 3D Tunnel Modeling.
Proceedings of the International Conference on Computer Modeling and Simulation, 2009

2008
Generalized Vandermonde determinants and mean values.
Appl. Math. Comput., 2008

Modeling and knowledge representation of machine element design for intelligent design support systems.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007
Semiparametric Regression Using Student t Processes.
IEEE Trans. Neural Networks, 2007

Measures, densities and diameters of frequency bands of scaling functions and wavelets.
J. Approx. Theory, 2007

Investigation and Countermeasure on Subhealth of Hubei Colleges Teachers.
Proceedings of the Workshop on Intelligent Information Technology Application, 2007

2006
Dynamic Changes in Subgraph Preference Profiles of Crucial Transcription Factors.
PLoS Comput. Biol., 2006

NPInter: the noncoding RNAs and protein related biomacromolecules interaction database.
Nucleic Acids Res., 2006

Phylophenetic properties of metabolic pathway topologies as revealed by global analysis.
BMC Bioinform., 2006

Adaptive non-linear clustering in data streams.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Design Object Modeling Based on Designer's Creation Idea for Design Support of Conceptual Stage of Architectural Design.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005
Periodic wavelet frames.
Adv. Comput. Math., 2005

Kronecker Factorization for Speeding up Kernel Machines.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Learning with non-metric proximity matrices.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Weld Joint Modeling and Representation on Assembly Structure for Knowledge-Based Design Support Systems.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005

2004
Learning a multivariate Gaussian mixture model with the reversible jump MCMC algorithm.
Stat. Comput., 2004

Conservation analysis of small RNA genes in Escherichia coli.
Bioinform., 2004

Object Modeling and Design Knowledge Processing Based-On Assembly Structure in Manufacturing Design of Welding Vessels.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004

2003
Texture classification by multi-model feature integration using Bayesian networks.
Pattern Recognit. Lett., 2003

EM algorithms for Gaussian mixtures with split-and-merge operation.
Pattern Recognit., 2003

Learning Metrics via Discriminant Kernels and Multidimensional Scaling: Toward Expected Euclidean Representation.
Proceedings of the Machine Learning, 2003

Bootstrapping SVM Active Learning by Incorporating Unlabelled Images for Image Retrieval.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
An Application of Assembly Structure in Welding Estimate of Welding Object in Manufacturing Design.
Proceedings of the Intelligent Information Processing, 2002

2001
Fuzzy generalization of the counter-propagation neural network: a family of soft competitive basis function neural networks.
Soft Comput., 2001

2000
Deterministic Annealing Learning of the Radial Basis Function Nets for Improving the Regression Ability of RBF Network.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Self-creating and adaptive learning of RBF networks: merging soft-competition clustering algorithm with network growth technique.
Proceedings of the International Joint Conference Neural Networks, 1999


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