Ziye Song

I am a Master of Artificial Intelligence student at Nanyang Technological University, supervised by Prof. Guosheng Lin. Previously, I received my Bachelor's degree from Southern University of Science and Technology (SUSTech). My research interests lie in video generation and AI for Science.

I am looking for PhD opportunities in Fall 2027.

Ziye Song

Research Interests


Background

Experience
Aug 2025 — May 2026

Research Intern

A*STAR, Centre for Frontier AI Research (CFAR)

Supervised by Dr. Yueming Lyu. Working on AI4Science projects including Transformer-based PDE solvers and physics-informed neural networks.

Education
Aug 2025 — May 2026

Master of Science Degree

Nanyang Technological University

Major in Artificial Intelligence. Supervised by Prof. Guosheng Lin. GPA: 4.4/5.0.

May 2024 — Jul 2024

Visiting Student

National University of Singapore

Received Special Mention Prize.

Sep 2021 — Jun 2025

Bachelor's Degree

Southern University of Science and Technology

Major in Data Science. Supervised by Prof. Jingbing Yi.


Publications

(*Equal contribution. ✉Corresponding author.)

ICVE Demo

In-Context Learning with Unpaired Clips for Instruction-based Video Editing

Xinyao Liao, Xianfang Zeng, Ziye Song, Zhoujie Fu, Gang Yu, Guosheng Lin

A cost-effective pretraining method using unpaired video clips for instruction-based video editing, achieving 12% improvement in editing instruction following and 15% improvement in editing quality.


Honors and Awards