Chengqi (William) Li

Bio

I am Chengqi (William) Li, a master’s student in Electrical and Computer Engineering specializing in computer vision for robotics and autonomous driving, with a focus on 3D perception.

I was admitted to the University of Toronto for my graduate studies and enrolled in the program. However, due to extended visa processing delays, I decided to continue my master’s degree at Eindhoven University of Technology (TU/e) in the Netherlands, where I am currently pursuing my studies.

Fun fact: I have a twin brother, Chengkun (Charlie) Li, who is also actively engaged in artificial intelligence research.

Projects

VRU tracking in LiDAR point cloud

Inspired by Spatio-Temporal Tracking paradigms, we leverage LiDAR data to track pedestrians in 3D space.

Oct 1, 2023

VRU tracking in LiDAR point cloud

YourArXiv.com -- a Personalized ArXiv with Embedding based recommendation

Inspired by language model for recommendation, we leverage Ada2 model to build a personalized ArXiv recommendation system.

Apr 20, 2023

YourArXiv.com -- a Personalized ArXiv with Embedding based recommendation

Deployment and optimization pipeline for YOLOv5 models on detection and segmentation tasks

Deployment and optimization pipeline for YOLOv5 models on detection and segmentation tasks

Dec 18, 2022 Object Detection

Deployment and optimization pipeline for YOLOv5 models on detection and segmentation tasks

Blogs

How Neural Networks memorize data

An exploration of how neural networks can memorize training data, the implications for generalization, and techniques to mitigate overfitting.

Sep 2, 2023 1 min read

How Transformer works in Machine Translation (with code)

An in-depth look at the Transformer architecture and its implementation in PyTorch for machine translation tasks.

Feb 21, 2023 4 min read