Publications

*: Equal contribution.

DUET: Dual-Robot Understanding via Efficient Teaching
Yiqi Zhao*, Ruohai Ge*, Celina Shiyu Wang, Junjie Ye, Muchen Xu, Minhao Li, Sergey Zakharov, Basile Van Hoorick, Vitor Campagnolo Guizilini, Leonidas Guibas, Gaurav S. Sukhatme, Jyotirmoy v. Deshmukh, Yue Wang
PDF arXiv arXiv Project Page Code Video Dataset

LEARN: Learning End-to-End Aerial Resource-Constrained Multi-Robot Navigation
Darren Chiu*, Zhehui Huang*, Ruohai Ge, Gaurav S. Sukhatme
ICRA 2025 25 years of Aerial Robotics Workshop (Spotlight)
ArXiv preprint arXiv:2511.17765, 2025    PDF arXiv arXiv Video

iLoc: An Adaptive, Efficient, and Robust Visual Localization System
Peng Yin*, Shiqi Zhao*, Jing Wang*, Ruohai Ge, Jianmin Ji, Yeping Hu, Huaping Liu, Jiandan Han
IEEE Transactions on Robotics (T-RO), 2025    PDF

Automerge: A framework for map assembling and smoothing in city-scale environments
Peng Yin, Shiqi Zhao, Haowen Lai, Ruohai Ge, Ji Zhang, Howie Choset, Sebastian Scherer
IEEE Transactions on Robotics (T-RO), 2023    PDF arXiv arXiv Video 1 Video 2

Projects


Real-Time Visual Localization System in Changing and Challenging Environments via Visual Place Recognition [Master Thesis]
Feb 2021 - Aug 2022
Report Presentation Demo 1 Demo 2 Demo 3
This system excels in real-time visual localization, handling challenges like illumination changes, dynamic objects, and random starting points.

ALITA: A Large-scale Incremental Dataset for Long-term Autonomy
Public Dataset
Feb 2021 - Aug 2022
Project Page Manuscript Dataset Video
A long-term place recognition dataset for mobile localization in dynamic environments, with campus and city tracks.

Autonomous Trash Can
18-500 ECE Design Experience (Bachelor Capstone Project)
Sep 2019 - Dec 2019
Report Demo Code
Built a trash can that can automatically catch thrown trash through computer vision and a mobile robot.

Brachiation Robot
BioRobotics Lab, Carnegie Mellon University
May 2019 - Sep 2019
Manuscript Demo
Assisted in design and implementation of a three-Link brachiation robot with optimal control based trajectory tracking controller.

Embedded Visual Processing
BioRobotics Lab, Carnegie Mellon University
Jun 2019 - Dec 2019
Fastener Classification Laser Extraction
Did image classification, feature detection and laser extraction on fasteners on an embedded platform (i.MX RT1064).

Robotic Block Builder
CMU 16-264 Humanoids
Feb 2019 - May 2019
Demo Simulation Code
Built a robotic arm for building and adjusting blocks with AI reasoning and computer vision.

Salamander Gait Tracking
BioRobotics Lab, Carnegie Mellon University
Jun 2018 - August 2018
All Feet Body
Tracked key points of a moving salamander through videos to design and compare gaits for a quadruped robot with a real salamander.

Services


Reviewer

  • T-RL, RA-L, CoRL, ICRA, IROS, OJ-CSYS, IJRA

Workshop Organization

Teaching

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