Le Zhang
Orcid: 0000-0002-6930-8674Affiliations:
- 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:
Collaborative distances:
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Bibliography
2023
DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023
Neurocomputing, September, 2023
IEEE Trans. Cybern., March, 2023
2022
IEEE Trans. Veh. Technol., 2022
IEEE Trans. Image Process., 2022
MA-GANet: A Multi-Attention Generative Adversarial Network for Defocus Blur Detection.
IEEE Trans. Image Process., 2022
IEEE Trans. Cybern., 2022
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
2021
IEEE Trans. Image Process., 2021
SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection.
IEEE Trans. Image Process., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 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
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
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
IEEE Trans. Ind. Electron., 2020
IEEE Trans. Circuits Syst. Video Technol., 2020
IEEE Intell. Transp. Syst. Mag., 2020
IEEE Internet Things J., 2020
Int. J. Comput. Vis., 2020
2019
Understanding the Dynamics of Social Interactions: A Multi-Modal Multi-View Approach.
ACM Trans. Multim. Comput. Commun. Appl., 2019
IEEE Trans. Mob. Comput., 2019
IEEE Syst. J., 2019
Pattern Recognit. Lett., 2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems.
IEEE CAA J. Autom. Sinica, 2019
Improved Multi-Agent Reinforcement Learning for Path Planning-Based Crowd Simulation.
IEEE Access, 2019
Proceedings of the Artificial Intelligence. IJCAI 2019 International Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
IEEE Trans. Ind. Informatics, 2018
Received Signal Strength Based Indoor Positioning Using a Random Vector Functional Link Network.
IEEE Trans. Ind. Informatics, 2018
IEEE Trans. Ind. Informatics, 2018
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
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
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
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
IEEE Trans. Cybern., 2017
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
Proceedings of the Workshop on Multimodal Understanding of Social, 2017
Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Inf. Sci., 2016
Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article].
IEEE Comput. Intell. Mag., 2016
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
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
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
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
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
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014
2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013