Yuezhan Tao

I'm a fifth-year Ph.D. student studying Computer and Information Science at the University of Pennsylvania. I work at the GRASP Lab with Dr. Vijay Kumar.

Previously, I completed my Master's degree in Computer and Information Science at the University of Pennsylvania. Before that, I received my Bachelor's degree with First Class Honors in Computer Science and Engineering from The Chinese University of Hong Kong, Shenzhen.

I can be reached by yztao[at]seas.upenn.edu.

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Research

My research focuses on active perception. I build autonomous robotic systems for exploration, mapping, and navigation using onboard sensing and computation. My work closes the perception–action loop through the tight coupling of mapping and motion planning. I leverage both learning-based and classical model-based methods.

Publications & Preprints

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Workshop Paper

ICRA 2025 Workshop on Field Robotics

Gaussian Splatting as a Unified Representation for Autonomy in Unstructured Environments

Dexter Ong, Yuezhan Tao, Varun Murali, Igor Spasojevic, Vijay Kumar, Pratik Chaudhari

ICRA 2023 Workshop Lab-to-Real Gap

Open Source Tools for Deployment of GPS-Denied Autonomous UAVs in Real-World Application

Fernando Cladera*, Yuwei Wu*, Xu Liu, Yuezhan Tao, Ian D Miller, CJ Taylor, Vijay Kumar

Teaching

Teaching Assistant, CIS-5050 Software Systems, University of Pennsylvania (Fall 2022)
Teaching Assistant, MEAM-620 Advanced Robotics, University of Pennsylvania (Spring 2022)
Teaching Assistant, CIT-520 Introduction to Robotics, University of Pennsylvania (Spring 2021; Summer 2021)
Undergraduate Student Teaching Fellow, CSC-3050 Computer Architecture, The Chinese University of Hong Kong, Shenzhen (Fall 2018)

Academic Service

Reviewer:
IEEE Transactions on Robotics (T-RO)
IEEE Robotics and Automation Letters (RA-L)
IEEE International Conference on Robotics and Automation (ICRA)
IEEE International Conference on Intelligent Robots and Systems (IROS)
IEEE Transactions on Cognitive and Developmental Systems (TCDS)
IEEE International Symposium on Multi-Robot & Multi-Agent Systems (MRS)
Robotics and Autonomous Systems
Neurocomputing


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