Pengfei Zhu

According to our database1, Pengfei Zhu authored at least 120 papers between 1995 and 2020.

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Bibliography

2020
Single Image Deraining Using Bilateral Recurrent Network.
IEEE Trans. Image Process., 2020

Deep Fuzzy Tree for Large-Scale Hierarchical Visual Classification.
IEEE Trans. Fuzzy Syst., 2020

Hybrid Noise-Oriented Multilabel Learning.
IEEE Trans. Cybern., 2020

Multi-view predictive latent space learning.
Pattern Recognit. Lett., 2020

Stable generalized finite element method (SGFEM) for parabolic interface problems.
J. Comput. Appl. Math., 2020

Spatial Attention Pyramid Network for Unsupervised Domain Adaptation.
CoRR, 2020

Rethinking Object Detection in Retail Stores.
CoRR, 2020

Multi-Drone based Single Object Tracking with Agent Sharing Network.
CoRR, 2020

Drone Based RGBT Vehicle Detection and Counting: A Challenge.
CoRR, 2020

Dual Multi-head Co-attention for Multi-choice Reading Comprehension.
CoRR, 2020

Vision Meets Drones: Past, Present and Future.
CoRR, 2020

An Auxiliary Fault Identification Strategy of Flexible HVDC Grid Based on Convolutional Neural Network With Branch Structures.
IEEE Access, 2020

Bilateral Recurrent Network for Single Image Deraining.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
One-Step Multi-View Spectral Clustering.
IEEE Trans. Knowl. Data Eng., 2019

Fuzzy Rough Set Based Feature Selection for Large-Scale Hierarchical Classification.
IEEE Trans. Fuzzy Syst., 2019

Adaptive resource allocation in FSO/RF multiuser system with proportional fairness for UAV application.
Opt. Switch. Netw., 2019

Efficient and accurate numerical methods for the multidimensional convection-diffusion equations.
Math. Comput. Simul., 2019

Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network.
CoRR, 2019

Multi-view Deep Subspace Clustering Networks.
CoRR, 2019

An Enhanced Modular Multilevel Converter With Flexible Interruption Capability of DC-Side Fault.
IEEE Access, 2019

Research on Coordination and Optimal Configuration of Current Limiting Devices in HVDC Grids.
IEEE Access, 2019

Self-paced Robust Deep Face Recognition with Label Noise.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Prediction of Thermophilic Proteins Using Voting Algorithm.
Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Cyber-Physical-Social Motivated Collaborative Platoon Heads Selection for Intelligent and Connected Vehicles.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Coupled Dictionary Learning for Multi-label Embedding.
Proceedings of the International Joint Conference on Neural Networks, 2019

Spatio-temporal Active Learning for Visual Tracking.
Proceedings of the International Joint Conference on Neural Networks, 2019

Flexible Multi-View Representation Learning for Subspace Clustering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Self-Attention Relation Network for Few-Shot Learning.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Three-Level Inverter-Oriented Metro Permanent Magnet Synchronous Traction Motor Vector Control System.
Proceedings of the ICITEE-2019: 2nd International Conference on Information Technologies and Electrical Engineering, 2019



VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019


Resource Allocation in Energy Efficient Hybrid FSO/mmW Fronthaul: A Differential Evolution Approach.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Multi-task Sparse Regression Metric Learning for Heterogeneous Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Adaptive Graph Fusion for Unsupervised Feature Selection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Joint Metric Learning on Riemannian Manifold of Global Gaussian Distributions.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

The True Cost of Containing: A gVisor Case Study.
Proceedings of the 11th USENIX Workshop on Hot Topics in Cloud Computing, 2019

Deep Global Generalized Gaussian Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Progressive Image Deraining Networks: A Better and Simpler Baseline.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Multi-label feature selection with missing labels.
Pattern Recognit., 2018

Multi-view label embedding.
Pattern Recognit., 2018

Efficient multi-modal geometric mean metric learning.
Pattern Recognit., 2018

Co-regularized unsupervised feature selection.
Neurocomputing, 2018

Vision Meets Drones: A Challenge.
CoRR, 2018

Robust Covariance Representations With Large Margin Dimensionality Reduction for Visual Classification.
IEEE Access, 2018

Latent Subspace Representation for Multiclass Classification.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Effective Character-Augmented Word Embedding for Machine Reading Comprehension.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards Generalized and Efficient Metric Learning on Riemannian Manifold.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

FISH-MML: Fisher-HSIC Multi-View Metric Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Support Vector Metric Learning on Symmetric Positive Definite Manifold.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Generalized Multi-view Unsupervised Feature Selection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018


VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018



Range Scaling Global U-Net for Perceptual Image Enhancement on Mobile Devices.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Lingke: a Fine-grained Multi-turn Chatbot for Customer Service.
Proceedings of the COLING 2018, 2018

Modeling Multi-turn Conversation with Deep Utterance Aggregation.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Latent Semantic Aware Multi-View Multi-Label Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Flexible Multi-View Dimensionality Co-Reduction.
IEEE Trans. Image Process., 2017

Subspace clustering guided unsupervised feature selection.
Pattern Recognit., 2017

Non-convex regularized self-representation for unsupervised feature selection.
Image Vis. Comput., 2017

On Improving Deep Reinforcement Learning for POMDPs.
CoRR, 2017

A Reinforcement Learning Approach of Data Forwarding in Vehicular Networks.
Proceedings of the Mobile Ad-hoc and Sensor Networks - 13th International Conference, 2017

Hierarchical Feature Selection with Recursive Regularization.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Robust Deep Face Recognition with Label Noise.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Multi-view Label Space Dimension Reduction.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Independence regularized multi-label ensemble.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Mixed sparsity regularized multi-view unsupervised feature selection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Unsupervised feature selection by manifold regularized self-representation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Semi-Supervised Multi-view Multi-label Classification Based on Nonnegative Matrix Factorization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Latent Multi-view Subspace Clustering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Jointly Learning Bilingual Sentiment and Semantic Representations for Cross-Language Sentiment Classification.
Proceedings of the Information Retrieval - 23rd China conference, 2017

Multi-task Deep Face Recognition.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

2016
Data-Distribution-Aware Fuzzy Rough Set Model and its Application to Robust Classification.
IEEE Trans. Cybern., 2016

Combining neighborhood separable subspaces for classification via sparsity regularized optimization.
Inf. Sci., 2016

Set to Set Visual Tracking.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Multi-view Representative and Informative Induced Active Learning.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

A Self-Representation Induced Classifier.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Robust Multi-label Feature Selection with Missing Labels.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Unsupervised Subspace Learning via Analysis Dictionary Learning.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Coupled Dictionary Learning for Unsupervised Feature Selection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Unsupervised feature selection by regularized self-representation.
Pattern Recognit., 2015

Joint representation and pattern learning for robust face recognition.
Neurocomputing, 2015

Establishing a Dynamic Self-Adaptation Learning Algorithm of the BP Neural Network and Its Applications.
Int. J. Bifurc. Chaos, 2015

Non-convex Regularized Self-representation for Unsupervised Feature Selection.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Improving Memory Access Performance of In-Memory Key-Value Store Using Data Prefetching Techniques.
Proceedings of the Advanced Parallel Processing Technologies, 2015

An improved collaborative filtering recommendation algorithm not based on item rating.
Proceedings of the 14th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2015

2014
Image Set-Based Collaborative Representation for Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2014

Multi-granularity distance metric learning via neighborhood granule margin maximization.
Inf. Sci., 2014

Towards a scalable resource-driven approach for detecting repackaged Android applications.
Proceedings of the 30th Annual Computer Security Applications Conference, 2014

Local Generic Representation for Face Recognition with Single Sample per Person.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Exploring Neighborhood Structures with Neighborhood Rough Sets in Classification Learning.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Rule extraction from support vector machines based on consistent region covering reduction.
Knowl. Based Syst., 2013

Adaptive neighborhood granularity selection and combination based on margin distribution optimization.
Inf. Sci., 2013

Hybrid lithography system for MEMS/NEMS.
Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013

From Point to Set: Extend the Learning of Distance Metrics.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Face recognition based on regularized nearest points between image sets.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012
A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst., 2012

Margin distribution based bagging pruning.
Neurocomputing, 2012

Trace-driven simulation of memory system scheduling in multithread application.
Proceedings of the 2012 ACM SIGPLAN workshop on Memory Systems Performance and Correctness: held in conjunction with PLDI '12, 2012

An FPGA-based acceleration platform for auction algorithm.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Multi-scale Patch Based Collaborative Representation for Face Recognition with Margin Distribution Optimization.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Rule learning for classification based on neighborhood covering reduction.
Inf. Sci., 2011

Large-margin nearest neighbor classifiers via sample weight learning.
Neurocomputing, 2011

A linear subspace learning approach via sparse coding.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Feature Selection via Maximizing Fuzzy Dependency.
Fundam. Inform., 2010

Weighted Nearest Neighbor Classification via Maximizing Classification Consistency.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Prototype Learning Using Metric Learning Based Behavior Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Event Recognition Based on Top-Down Motion Attention.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Soccer Video Shot Classification Based on Color Characterization Using Dominant Sets Clustering.
Proceedings of the Advances in Multimedia Information Processing, 2009

Human Activity Recognition Based on Â\Re Transform and Fourier Mellin Transform.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Video shot segmentation using graph-based dominant-set clustering.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

Segment Model Based Vehicle Motion Analysis.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Study on the Scheme for RSA Iterative Encryption System.
Comput. Inf. Sci., 2008

1995
On Critical Point Detection of Digital Shapes.
IEEE Trans. Pattern Anal. Mach. Intell., 1995


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