About Me
Hi! I’m Lingjun Zhao, a second-year PhD student in Robotics at Georgia Institute of Technology, where I’m co-advised by Prof. Lu Gan and Prof. James Hays. I’m also affiliated with Daniel Guggenheim School of Aerospace Engineering. I’m broadly interested in Robot Perception, Planning and Control. My current research focuses on the intersection of Robotics and Computer Vision.
I obtained my master degree at University of Michigan’s Robotics Institute, supervised by Prof.Katie Skinner. I worked as a research assistant in UM Ford Center for Autnonomous Vehicles (FCAV), researching on robot perception for self-driving cars. Prior to joining the Master program, I completed my bachelor’s degree in Mechanical Engineering at Tianjin University, where I was advised by Prof. Fujun Wang and Prof. Le Song. During my undergraduate period, I worked on Soft Robot, Surgical Robot and Vision-based Tactile Sensor.
Research Interests
- 3D Vision for Robot Perception and Navigation
- Physical Scene Understanding
- End-to-End Autonomous Driving
Research
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Under Review
ShelfGaussian: Shelf-Supervised Open-Vocabulary Gaussian-based 3D Scene Understanding
Lingjun Zhao*, Yandong Luo*, James Hays, Lu Gan.
Georgia Institute of Technology.
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RSS Workshop 2025
GaussianFormer3D: Multi-Modal Gaussian-based Semantic Occupancy Prediction with 3D Deformable Attention
Lingjun Zhao, Sizhe Wei, James Hays, Lu Gan.
Georgia Institute of Technology.
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3DV 2026
Diffusion-Denoised Hyperspectral Gaussian Splatting
Sunil Kumar Narayanan, Lingjun Zhao, Lu Gan, Yongsheng Chen.
Georgia Institute of Technology.
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CVPR 2024
CRKD: Enhanced Camera-Radar Object Detection with Cross-modality Knowledge Distillation
Lingjun Zhao*, Jingyu Song*, Katherine A. Skinner.
FCAV, University of Michigan.
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ICRA 2024
LiRaFusion: Deep Adaptive LiDAR-Radar Fusion for 3D Object Detection
Jingyu Song, Lingjun Zhao, Katherine A. Skinner.
FCAV, University of Michigan.
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IEEE Sensors Journal
A Tactile Sensor With Slippage Prediction by Unequal-Height Dome Array
Yong Yang, Meirong Zhao, Yifan Jia, Lingjun Zhao, Dongji Piao, Yelong Zheng, Le Song.
Tianjin University.
Project
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Automatic Parking System: Dynamics Model, MPC Control and Hybrid A* Planning for Self-parking Vehicles
ROB 599: Autonomous Vehicles, directed by Prof. Anouck Girard
09/2023 ~ 12/2023, University of Michigan
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Loc-NeRF++: An Enhanced Robot Localization using Neural Radiance Fields
ROB 530: Mobile Robotics, directed by Prof. Maani Ghaffari
01/2023 ~ 04/2023, University of Michigan
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Ordinary Differential Equation Based Learning Dynamics for Robotic Systems
ROB 498: Robot Learning for Planning and Control, directed by Prof. Nima Fazeli and Dmitry Berenson
01/2023 ~ 04/2023, University of Michigan
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Depth-aware and Laplacian-steered Instance Style Transfer
EECS 504: Computer Vision, directed by Prof. Andrew Owens
08/2022 ~ 12/2022, University of Michigan
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ArmLab: Autnomous Control, Block Detection, and Path Planning for a 5-DOF Robotic Manipulator
ROB 550: Robotics Systems Laboratory, directed by Prof. Peter Gaskell
08/2022 ~ 10/2022, University of Michigan
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BotLab: PID Control, SLAM and Exploration for a MBot
ROB 550: Robotics Systems Laboratory, directed by Prof. Peter Gaskell
10/2022 ~ 12/2022, University of Michigan
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Design and Manufacturing of Soft Manipulator with Compound Structure
Undergraduate Entrepreneurship Project, directed by Prof. Fujun Wang
05/2020 ~ 05/2021, Tianjin University
Education
- [Aug. 2024 ~ ?] PhD in Robotics, Georgia Institute of Technology
- [Aug. 2022 ~ May. 2024] Master in Robotics, University of Michigan
- [Sep. 2018 ~ June. 2022] Bachelor in Mechanical Engineering, Tianjin University