Le Zhang

Orcid: 0000-0002-6930-8674

Affiliations:
  • Agency for Science Technology and Research (A*STAR), Singapore
  • University of Illinois at Urbana-Champaign, Advanced Digital Sciences Center, Singapore (former)
  • Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore (PhD 2016)


According to our database1, Le Zhang authored at least 89 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Distributed representation learning with skip-gram model for trained random forests.
Neurocomputing, September, 2023

Privacy-Preserving Cross-Environment Human Activity Recognition.
IEEE Trans. Cybern., March, 2023

2022
Semi-Supervised Deep Adversarial Forest for Cross-Environment Localization.
IEEE Trans. Veh. Technol., 2022

EDN: Salient Object Detection via Extremely-Downsampled Network.
IEEE Trans. Image Process., 2022

MA-GANet: A Multi-Attention Generative Adversarial Network for Defocus Blur Detection.
IEEE Trans. Image Process., 2022

Exploring Structural Knowledge for Automated Visual Inspection of Moving Trains.
IEEE Trans. Cybern., 2022

Learning Clustering for Motion Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2022

PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship.
IEEE Trans. Affect. Comput., 2022

Locality-Aware Crowd Counting.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Semantic Edge Detection with Diverse Deep Supervision.
Int. J. Comput. Vis., 2022

2021
Regularized Densely-Connected Pyramid Network for Salient Instance Segmentation.
IEEE Trans. Image Process., 2021

SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection.
IEEE Trans. Image Process., 2021

Correction to "Nonlinear Regression via Deep Negative Correlation Learning".
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Nonlinear Regression via Deep Negative Correlation Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Ordered or Orderless: A Revisit for Video Based Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Deep learning for human activity recognition.
Neurocomputing, 2021

Unsupervised Scale-Consistent Depth Learning from Video.
Int. J. Comput. Vis., 2021

Device-free single-user activity recognition using diversified deep ensemble learning.
Appl. Soft Comput., 2021

Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data.
Proceedings of the IEEE International Conference on Acoustics, 2021

On Automatic Data Augmentation for 3D Point Cloud Classification.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Two-Stream Convolution Augmented Transformer for Human Activity Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Hierarchically Aggregated Deep Convolutional Neural Networks for Action Recognition.
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

2020
Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation.
IEEE Trans. Veh. Technol., 2020

Light Sensor Based Occupancy Estimation via Bayes Filter With Neural Networks.
IEEE Trans. Ind. Electron., 2020

Attention-Driven Loss for Anomaly Detection in Video Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2020

Heterogeneous oblique random forest.
Pattern Recognit., 2020

An Accurate Solution to the Cardinality-Based Punctuality Problem.
IEEE Intell. Transp. Syst. Mag., 2020

WiFi-Based Indoor Robot Positioning Using Deep Fuzzy Forests.
IEEE Internet Things J., 2020

GMS: Grid-Based Motion Statistics for Fast, Ultra-robust Feature Correspondence.
Int. J. Comput. Vis., 2020

EDN: Salient Object Detection via Extremely-Downsampled Network.
CoRR, 2020

Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow.
CoRR, 2020

2019
Understanding the Dynamics of Social Interactions: A Multi-Modal Multi-View Approach.
ACM Trans. Multim. Comput. Commun. Appl., 2019

WiFi CSI Based Passive Human Activity Recognition Using Attention Based BLSTM.
IEEE Trans. Mob. Comput., 2019

Robust Mobile Location Estimation in NLOS Environment Using GMM, IMM, and EKF.
IEEE Syst. J., 2019

<i>SeSe-Net</i>: Self-Supervised deep learning for segmentation.
Pattern Recognit. Lett., 2019

Richer Convolutional Features for Edge Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Using FTOC to track shuttlecock for the badminton robot.
Neurocomputing, 2019

A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems.
IEEE CAA J. Autom. Sinica, 2019

AdaSample: Adaptive Sampling of Hard Positives for Descriptor Learning.
CoRR, 2019

An Evaluation of Feature Matchers forFundamental Matrix Estimation.
CoRR, 2019

Robust Regression via Deep Negative Correlation Learning.
CoRR, 2019

Improved Multi-Agent Reinforcement Learning for Path Planning-Based Crowd Simulation.
IEEE Access, 2019

Action Recognition Using Co-trained Deep Convolutional Neural Networks.
Proceedings of the Artificial Intelligence. IJCAI 2019 International Workshops, 2019

Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

An Evaluation of Feature Matchers for Fundamental Matrix Estimation.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
Multiscale Multitask Deep NetVLAD for Crowd Counting.
IEEE Trans. Ind. Informatics, 2018

Received Signal Strength Based Indoor Positioning Using a Random Vector Functional Link Network.
IEEE Trans. Ind. Informatics, 2018

Distilling the Knowledge From Handcrafted Features for Human Activity Recognition.
IEEE Trans. Ind. Informatics, 2018

MatchBench: An Evaluation of Feature Matchers.
CoRR, 2018

Learning Pixel-wise Labeling from the Internet without Human Interaction.
CoRR, 2018

A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues.
CoRR, 2018

Semantic Edge Detection with Diverse Deep Supervision.
CoRR, 2018

An ensemble of decision trees with random vector functional link networks for multi-class classification.
Appl. Soft Comput., 2018

Historical Context-based Style Classification of Painting Images via Label Distribution Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Give Me One Portrait Image, I Will Tell You Your Emotion and Personality.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

DEL: Deep Embedding Learning for Efficient Image Segmentation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Crowd Counting With Deep Negative Correlation Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM.
IEEE Trans. Ind. Informatics, 2017

Visual Tracking With Convolutional Random Vector Functional Link Network.
IEEE Trans. Cybern., 2017

Robust visual tracking via co-trained Kernelized correlation filters.
Pattern Recognit., 2017

Oblique random forest ensemble via Least Square Estimation for time series forecasting.
Inf. Sci., 2017

Benchmarking Ensemble Classifiers with Novel Co-Trained Kernal Ridge Regression and Random Vector Functional Link Ensembles [Research Frontier].
IEEE Comput. Intell. Mag., 2017

Robust Multi-Modal Cues for Dyadic Human Interaction Recognition.
Proceedings of the Workshop on Multimodal Understanding of Social, 2017

Multi-modal social interaction recognition using view-invariant features.
Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, 2017

Robust Visual Tracking Using Oblique Random Forests.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
A comprehensive evaluation of random vector functional link networks.
Inf. Sci., 2016

A survey of randomized algorithms for training neural networks.
Inf. Sci., 2016

Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article].
IEEE Comput. Intell. Mag., 2016

Using image sensor PUF as root of trust for birthmarking of perceptual image hash.
Proceedings of the 2016 IEEE Asian Hardware-Oriented Security and Trust, 2016

2015
Highly Reliable Spin-Transfer Torque Magnetic RAM-Based Physical Unclonable Function With Multi-Response-Bits Per Cell.
IEEE Trans. Inf. Forensics Secur., 2015

Oblique Decision Tree Ensemble via Multisurface Proximal Support Vector Machine.
IEEE Trans. Cybern., 2015

CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015

Optimizating Emerging Nonvolatile Memories for Dual-Mode Applications: Data Storage and Key Generator.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

A Low-Power Hybrid RO PUF With Improved Thermal Stability for Lightweight Applications.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

Visual Tracking with Convolutional Neural Network.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Statistical analysis and design of 6T SRAM cell for physical unclonable function with dual application modes.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
Exploiting Process Variations and Programming Sensitivity of Phase Change Memory for Reconfigurable Physical Unclonable Functions.
IEEE Trans. Inf. Forensics Secur., 2014

Random Forests with ensemble of feature spaces.
Pattern Recognit., 2014

CMOS image sensor based physical unclonable function for smart phone security applications.
Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014

Highly reliable memory-based Physical Unclonable Function using Spin-Transfer Torque MRAM.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Towards generating random forests via extremely randomized trees.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Leakage-resilient memory-based physical unclonable function using phase change material.
Proceedings of the International Carnahan Conference on Security Technology, 2014

Ensemble deep learning for regression and time series forecasting.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014

2013
PCKGen: A Phase Change Memory based cryptographic key generator.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Instance based random forest with rotated feature space.
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013


  Loading...