Jinhong Lin

Master Student

University of Wisconsin-Madison

Dept. of Electrical and Computer Engineering

Address:
Engineering Centers Building - Office M1002
1550 Engineering Dr, Madison, WI 53706
Email   CV   Scholar   Github  

I am a second-year Master's student at the University of Wisconsin-Madison, under the supervision of Prof. Pedro Morgado.

My primary research focus lies at the intersection of computer vision and machine learning, with a particular interest in:

Enhancing training and inference efficiency

Integrating multiple sensory modalities to understand the world

Efficiently identifying high-quality datasets.

News

  • (Mar 2025) Received a conference presentation travel award from the Office of Access, Engagement and Funding in the Graduate School.

Teaching

  • CS/ECE 539 - Intro to Artificial Neural Networks (Head TA - Fall 2024)
  • CS/ECE 539 - Intro to Artificial Neural Networks (TA - Fall 2023)
  • CS/ECE 540 - Intro to Artificial Intelligence (Undergraduate TA - Spring 2021)

Publications

* Denotes equal contribution

Patch Ranking: Token Pruning as Ranking Prediction for Efficient CLIP Inference

Cheng-En Wu*,  Jinhong Lin*,  Yu Hen Hu,  Pedro Morgado

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, 2025.

BibTeX Paper

Accelerating Augmentation Invariance Pretraining

Jinhong Lin,  Cheng-En Wu,  Yibing Wei,  Pedro Morgado

Neural Information Processing Systems (NeurIPS), Vancouver, 2024.

Paper BibTeX