Zhaoliang Wan 万兆亮
wanzhaoliang [at] insta360 (dot) com

I’m a researcher at Insta360 working on multimodal foundation models and generalist robot autonomy.

Previously, I earned my Ph.D. in Computer Science from Sun Yat-sen University, gratefully advised by Prof. Hui Cheng and co-advised by Assoc. Prof. Xu Yang, where I focused on dexterous manipulation and interactive perception.

Intern positions are open, with sufficient compute resources (GPUs) available. Feel free to reach out if you are passionate about multimodal large language models and robotics.

Updates

Research

One Flight Over the Gap: A Survey from Perspective to Panoramic Vision

Xin Lin, Xian Ge, Dizhe Zhang, Zhaoliang Wan, Xianshun Wang, Xiangtai Li, Wenjie Jiang, Bo Du, Dacheng Tao, Ming-Hsuan Yang, Lu Qi
Under reviewing, Sep 2025
Paper Project

RAPID Hand: A Robust, Affordable, Perception-Integrated, Dexterous Platform for Generalist Robot Autonomy

Zhaoliang Wan, Zetong Bi, Zida Zhou, Hao Ren, Yiming Zeng, Li Yihan, Lu Qi, Xu Yang, Ming-Hsuan Yang, Hui Cheng
Conference on Neural Information Processing Systems (NeurIPS), Dec 2025
Paper Project

RAPID Hand Prototype: Design of an Affordable, Fully-Actuated Biomimetic Hand for Dexterous Teleoperation

Zhaoliang Wan, Zida Zhou, Zetong Bi, Zehui Yang, Hao Ding, Hui Cheng
IEEE International Conference on Intelligent Robots and Systems (IROS), Oct 2025

Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models

Hao Ren, Yiming Zeng, Zetong Bi, Zhaoliang Wan, Junlong Huang, Hui Cheng
The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), Feb 2025
Paper Project

OPG-Policy: Occluded Push-Grasp Policy Learning with Amodal Segmentation

Hao Ding, Yiming Zeng, Zhaoliang Wan, Hui Cheng
IEEE International Conference on Intelligent Robots and Systems (IROS), Oct 2024
Paper Video

VinT-6D: A Large-Scale Object-in-hand Dataset from Vision, Touch, and Proprioception

Zhaoliang Wan, Yonggen Ling, Senlin Yi, Lu Qi, Wangwei Lee, Minglei Lu, Sicheng Yang, Peng Lu, Xu Yang, Ming-Hsuan Yang, Hui Cheng
International Conference on Machine Learning (ICML), July 2024
Paper

Uncertainty-based Exploring Strategy in Densely Cluttered Scenes for Vacuum Cup Grasping

Kimwa Tung, Jingcheng Su, Junhao Cai, Zhaoliang Wan, Hui Cheng
IEEE International Conference on Robotics and Automation (ICRA), May 2022
Paper