Mingqing Hu

Orcid: 0009-0007-5528-6869

According to our database1, Mingqing Hu authored at least 22 papers between 2006 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022
Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising.
CoRR, 2022

Detecting Vulnerabilities in Ethereum Smart Contracts with Deep Learning.
Proceedings of the 4th International Conference on Data Intelligence and Security, 2022

TBFL: A Trusted Blockchain-based Federated Learning System.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Prevention of GAN-Based Privacy Inferring Attacks Towards Federated Learning.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

PaddleBox: Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising.
Proceedings of the IEEE International Conference on Big Data, 2022

2020
Threat or Opportunity - Analysis of the Impact of Artificial Intelligence on Future Employment.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Human Communication, Organization and Work, 2020

2016
Transfer Learning of Deep Neural Network for Speech Emotion Recognition.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015
Image auto-annotation via tag-dependent random search over range-constrained visual neighbours.
Multim. Tools Appl., 2015

Semantics-preserving hashing for cross-view retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Image tag completion via dual-view linear sparse reconstructions.
Comput. Vis. Image Underst., 2014

Improved PID algorithms with application to excimer laser temperature control.
Proceedings of the 2nd International Conference on Systems and Informatics, 2014

Multi-label Classification via Feature-aware Implicit Label Space Encoding.
Proceedings of the 31th International Conference on Machine Learning, 2014

2013
Multi-source image auto-annotation.
Proceedings of the IEEE International Conference on Image Processing, 2013

Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Automatic image annotation using tag-related random search over visual neighbors.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2009
Building Sparse Multiple-Kernel SVM Classifiers.
IEEE Trans. Neural Networks, 2009

2008
Energy-Efficient Signal Classification in Ad hoc Wireless Sensor Networks.
IEEE Trans. Instrum. Meas., 2008

Dynamic Compensation of Nonlinear Sensors by a Learning-From-Examples Approach.
IEEE Trans. Instrum. Meas., 2008

WiFi-Based Power Aware Pervasive Device.
Proceedings of the Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), 2008

2006
An Improved Reduced Set Method to Control the Run-time Complexity of SVM in Wireless Sensor Networks.
Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006


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