Scholar
Zhile Ren
Google Scholar ID: PlQaW9YAAAAJ
Apple
Citations & Impact
Citations
1,149
H-index
15
i10-index
18
Publications
20
Co-authors
55
list available
Publications
Resume (English only)
Academic Achievements
- - Apple Intelligence Foundation Language Models: Lead for on-device model optimization for Apple Foundation Model (AFM).
- - Apple Intelligence now features Image Playground, Genmoji: Lead for Apple Diffusion Model (ADM) optimization.
- - Deploying Attention-Based Vision Transformers to Apple Neural Engine: First vision transformer on Apple products.
- - Apple Augmented Reality: Model optimization for Apple Vision Pro.
- - 3D object detection in RoomPlan.
- - Depth estimation algorithm in ARKit.
- - Published multiple papers in top international conferences such as ICML, CHI, CVPR, ECCV, etc.
Research Experience
- - Working at Apple on hardware-aware efficient-ML frameworks and algorithms, and optimizing on-device Apple Intelligence large language models and diffusion models.
- - Previously worked as a Postdoc at Georgia Tech with Dhruv Batra, Devi Parikh, and Irfan Essa.
Education
- Ph.D. from Brown University in the Computer Science department, advisor: Erik Sudderth; B.S. in Statistics from Zhejiang University.
Background
- Research interests include hardware-aware efficient machine learning frameworks and algorithms, as well as on-device large language model and diffusion model optimization.
Miscellany
- Contact: jrenzhile -at- gmail.com
- Links: Google Scholar, LinkedIn, Curriculum Vitae (PDF)
