Email: phyang [dot] cs [at] gmail [dot] com
Penghui Yang is currently a PhD student at the College of Computing and Data Science, Nanyang Technological University, supervised by Prof. Bo An. He received his B.Sc. degree in Computer Science from Nanjing University of Aeronautics and Astronautics in 2023, advised by Prof. Sheng-Jun Huang. Previously, he collaborated closely with Dr. Ming-Kun Xie and Prof. Lei Feng, and he is currently working closely with Dr. Cunxiao Du.
[May 2025] One paper was accepted by KDD'25.
[Jul 2023] One paper was accepted by ICCV'23.
My long-term research goal is to develop efficient and scalable methods for accelerating and compressing machine learning models.
My current focus is on speculative decoding to speed up LLM inference, while my past work involved knowledge distillation for accelerating computer vision models.
I aim to push the boundaries of fast and lightweight AI systems, making AI models more practical and widely accessible.
If you are interested in collaboration, feel free to get in touch with me.
Topics:
Speculative Decoding /
Knowledge Distillation /
Others
