Hesong Wang 王鹤淞

I'm currently a fourth-year student at Beijing University of Posts and Telecommunications (Beijing, China), majoring in Telecommunications Engineering.

My research interest lies in the field of artificial intelligence, especially in Efficient AI. Now, I'm a visiting student at ENCODE Lab, advised by Huan Wang.

Email / Github

Research Experience

ENCODE Lab, Westlake University

2024.05 ~ Present

Visiting Student, supervised by Prof. Huan Wang

Conducted research on on-device text-to-image (T2I) diffusion models, focusing on optimizing the performance of neural networks on mobile devices.

State Key Laboratory of Networking and Switching Technology, BUPT

2022.05 ~ 2023.04

Research Intern, supervised by Prof. Wenjia Xu

Conducted research on continual learning, particularly focusing on class-incremental learning, to enhance the adaptability of neural networks.

Projects

NeRF Reproduction Under Specific Framework

Project Owner, 2024.04

Reproduced Neural Radiance Field (NeRF) under the framework "learning_nerf", which is created by the 3DV Group. Reproduce notes is available here.

Machine Learning Mini-Project

Project Owner, 2023.12

Built a complete deep learning pipeline in this project, which contains a supervised learning task and an unsupervised learning task. The project uses the dataset "Genki4k", smile-detection and motion estimation are conducted for supervised learning tasks while clustering is conducted for the unsupervised learning task.

CS231n: Deep Learning for Computer Vision - Learning Notes

Project Owner, 2023.05 ~ 2023.08

My records and notes on learning Stanford CS231n.