Xiaodan Liang
Scholar

Xiaodan Liang

Google Scholar ID: voxznZAAAAAJ
Professor of Computer Science, Sun Yat-sen University, MBZUAI, CMU, NUS
Computer visionEmbodied AIMachine learning
Citations & Impact
All-time
Citations
29,884
 
H-index
89
 
i10-index
287
 
Publications
20
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • Published multiple papers, such as:
  • - FireEdit: Fine-grained Instruction-based Image Editing
  • - Navcot: Boosting LLM-based Vision-and-Language Navigation
  • - UniGS: Unified Language-Image-3D Pretraining
  • - CatV2TON: Taming Diffusion Transformers for Vision-Based Virtual Try-On
  • - PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation
Research Experience
  • Served as a visiting scholar at National University of Singapore, a postdoctoral researcher at Carnegie Mellon University, and is currently a professor at Sun Yat-sen University and MBZUAI.
Education
  • Visiting scholar at National University of Singapore from 2014 to 2016; Postdoctoral Researcher at Machine Learning Department, Carnegie Mellon University (under the supervision of Professor Eric P. Xing) from 2016 to October 2018.
Background
  • Research interests include Multi-modal Understanding and Generation, Embodied AI, and AI for Math. Currently a Professor of Computer Science at Sun Yat-sen University and also the joint Associate Professor of Computer Vision at MBZUAI.
Miscellany
  • Looking for self-motivated Ph.D. students, postdoctoral researchers, research assistants, and visiting scholars to work together on exciting and cutting-edge computer vision and artificial intelligence projects.