About Me

I am currently a Ph.D. student at Australian Institute of Machine Learning (AIML), Adelaide University, where I also obtained my MPhil degree here in 2024 supervised by Prof. Lingqiao Liu, Dr. Libo Sun and Prof. Ian Reid. Before joining AIML, I received my bachelor's degree from Beijing University of Posts and Telecommunications (BUPT) in 2022. My research interests focus on 3D computer vision (including 3D generation, reconstruction, and understanding), as well as introducing 3D representations into broader domains such as generative world models and embodied AI, enabling a deeper understanding of the constraints and rules of the real 3D world.

I'm looking for industrial internship, feel free to reach out!

Publications

Points-to-3D: Structure-Aware 3D Generation with Point Cloud Priors

Jiatong Xia^*, Zicheng Duan^*, Anton van den Hengel, Lingqiao Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
[Paper] [Project]

Towards high-quality novel view synthesis from nonuniformly distributed input views

Libo Sun^*, Jiatong Xia^*, Lingqiao Liu
IEEE Trans. on Visualization and Computer Graphics (TVCG), 2025
[Paper]

SmartWay: enhanced waypoint prediction and backtracking for zero-shot vision-and-language navigation

Xiangyu Shi^*, Zerui Li^*, Wenqi Lyu, Jiatong Xia, Feras Dayoub, Yanyuan Qiao, Qi Wu
IEEE International Conference on Intelligent Robots and Systems (IROS), 2025
[Paper][Project]

Invited Talks

Point-cloud–centric paradigm for general 3D scene and asset generation Invited talk at DICTA2025 workshop: Visual Generative Models: Past, Present, and Future