cv

Ph.D. student in computer science

Nanyang Technological University, Singapore

Undergraduate student in software engineering

Beihang University, Beijing, China

3D Scene Segmentation Using Open Vocabulary Texts

Supervisor: Prof. Shijian Lu, Nanyang Technological University

• Presented a new pipeline for 3D open-vocabulary segmentation.
• Our approach distills 3D open-vocabulary segmentation from foundation models.
• Our method is capable of segmenting 3D scenes without any segmentation annotations.

3D Scene Appearance Editing through Style Transfer

Supervisor: Prof. Shijian Lu, Nanyang Technological University

• Introduced an innovative framework that can generate zero-shot high-quality 3D stylization.
• Resolved the three-way dilemma over geometry reconstruction, high-quality stylization, and zero-shot ability.
• Designed novel algorithms to maintain multi-view consistency and improve stylization efficiency.

2D Image Synthesis through Style Transfer

Supervisor: Prof. Lu Sheng, Beihang University

• Developed a zero-shot 2D style transfer algorithm utilizing Transformer and Bilateral Grid.
• Implemented a per-style-per-model style transfer algorithm using Transformer and Markovian discriminator.
• Both methods attain visually state-of-the-art performance.

• Outstanding Graduate of Beihang University
• Outstanding Graduation Thesis

• Scholarship for Academic Records