Yuning Huang
West Lafayette,IN
Summary
Excellent self-leaner, learn anything fast! Curious knowledge seeker, dive into the total sum of all human knowledge.
Actively seeking computer vision/deep learning/machine learning related intern opportunities in Summer 2025
Overview
3
3
years of professional experience
Work History
Graduate Research Assistant
Purdue university
08.2021 - Current
- Work on deep-learning based image and video compression algorithm;
- Work on deep-learning based image and video quality enhancement algorithm;
- Work on low-complexity-encoder design for coding for machine problem
- Work on entropy-constrained 3DGS formation
Research Scientist Intern
Interdigital
05.2024 - 08.2024
- Contribute towards MPEG standard on AI-based PCC method;
- Contribute to patent disclosure on entropy-constrained 3DGS.
- Three patents applied in USPTO, one filed and other two in review
Computer Vision Joint Research Assistant
Hewlett-Packard (HP)
08.2021 - 10.2022
- Collaborate with HP Machine Learning team on real-time video super-resolution;
- Collaborate with HP Machine Learning team on real-time video denoising;
- Present proposed denoising and super-resolution method for HP stakeholders.
Education
Ph.D. - Image And Signal Processing (Deep Learning)
Purdue University, Electrical And Computer Engineering
West Lafayette, IN09.2025
Bachelor of Science - Electronic Engineering
Zhejiang University
Hangzhou, China06.2021
Skills
- Image and video compression and restoration;
- Coding for machine;
- Point cloud compression and processing
- 3D Gaussian Splatting
Honorsandawards
- Outstanding Graduate of Zhejiang Province, 2021
- Outstanding Graduate of Zhejiang University (top 2%), 2021
- Ferrotec Corporation Scholarship at Zhejiang University, 2020
- Yongping Scholarship at Zhejiang University, 2019
Publications
Yuning Huang, M A Hassan, Siavash Esfandiari Fard, Jiangpeng He, Edward Sazonov, Fengqing Zhu, "Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor" IEEE CVPRw 2024
Yuning Huang, Zhihao Duan, Fengqing Zhu, "An Efficient Noise-Adaptive ResNet VAE for joint image compression and denoising" Accepted, IEEE ICME 2023 (oral)
Yuning Huang, Tianqi Wang, Qian Lin, Jan P. Allebach, Fengqing Zhu, Efficient Joint Video Denoising And Super-Resolution, Accepted, IEEE ICIP 2023
Zhihao Duan, Yuning Huang, Fengqing Zhu “QARV: Quantization-Aware ResNet VAE for Lossy Image Compression” Accepted at IEEE TPAMI 2024 (Extension of WACV Best Paper)
Open Source Project
Meta Project Aria: Collaborate with Meta team in exploring the potential for AR glasses in healthcare field.
Timeline
Research Scientist Intern
Interdigital
05.2024 - 08.2024
Graduate Research Assistant
Purdue university
08.2021 - Current
Computer Vision Joint Research Assistant
Hewlett-Packard (HP)
08.2021 - 10.2022
Ph.D. - Image And Signal Processing (Deep Learning)
Purdue University, Electrical And Computer Engineering
Bachelor of Science - Electronic Engineering
Zhejiang University
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