Mingzhi Dong

Orcid: 0000-0002-8897-5931

According to our database¹, Mingzhi Dong authored at least 35 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

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PhD thesis

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On csauthors.net:

Bibliography

2024

Toward Certified Robustness of Distance Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2024

2023

Self-Supervised Video-Centralised Transformer for Video Face Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

CASES: A Cognition-Aware Smart Eyewear System for Understanding How People Read.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

GraphPlanner: Floorplanning with Graph Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., March, 2023

Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground.

[BibT_eX]

[DOI]

CoRR, 2023

Is dataset condensation a silver bullet for healthcare data sharing?

[BibT_eX]

[DOI]

CoRR, 2023

Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Unveiling Causal Attention in Dogs' Eyes with Smart Eyewear.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Do Smart Glasses Dream of Sentimental Visions?: Deep Emotionship Analysis for Eyewear Devices.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Recursive Disentanglement Network.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Floorplanning with graph attention.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

2020

Data-augmented matched subspace detector for hyperspectral subpixel target detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Learning Local Metrics and Influential Regions for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Towards Certified Robustness of Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Metric Learning for Categorical and Ambiguous Features: An Adversarial Method.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Generalization Bound of Gradient Descent for Non-Convex Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Dynamic Face Video Segmentation via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Learning distance to subspace for the nearest subspace methods in high-dimensional data classification.

[BibT_eX]

[DOI]

Rui Zhu

Mingzhi Dong

Jing-Hao Xue

Inf. Sci., 2019

2018

Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Kunkun Pang

Mingzhi Dong

Yang Wu

Timothy M. Hospedales

CoRR, 2018

Metric Learning via Maximizing the Lipschitz Margin Ratio.

[BibT_eX]

[DOI]

CoRR, 2018

Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice.

[BibT_eX]

[DOI]

Kunkun Pang

Mingzhi Dong

Yang Wu

Timothy M. Hospedales

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Transferring CNNS to multi-instance multi-label classification on small datasets.

[BibT_eX]

[DOI]

Timothy M. Hospedales

Tsukasa Ogasawara

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2015

Spectral Nonlocal Restoration of Hyperspectral Images With Low-Rank Property.

[BibT_eX]

[DOI]

Rui Zhu

Mingzhi Dong

Jing-Hao Xue

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

2014

A high-performance training-free approach for hand gesture recognition with accelerometer.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

2013

A multi-label classification approach for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 Visual Communications and Image Processing, 2013

A Maximum K-Min Approach for Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

A Maximum K-Min Approach for Classification.

[BibT_eX]

[DOI]

Mingzhi Dong

Liang Yin

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

A Linear Max K-min classifier.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Statistical Color Model Based Adult Video Filter.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

A Computationally Efficient Algorithm for Building Statistical Color Models.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Integrative labeling based statistical color models with application to skin detection.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Mingzhi Dong

Timeline

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