Jing (Zijing) Huang
apart from them, there is me,
cradled in the steadfast grace
a humble fate has given.
黄紫晶
除了他们 还有我
享受着朴素命运带来的
一心一意
About
Hi, I’m Jing (Zijing) Huang, a Ph.D. researcher at the University of Florida working with Dr. Won Suk Lee. My work centers on vision-language model (VLM) post-training for 2D/3D grounding and reasoning, with a broader focus on VLM spatial understanding.
I will graduate from UF in December 2026 and rejoin NVIDIA in February 2027 as a Machine Learning Engineer. Before starting my Ph.D., I earned my M.S. in Mechanical and Aerospace Engineering at UF and my B.E. in Mechanical Engineering from Beijing University of Chemical Technology, where I founded the university’s baseball team and club.
Outside of research, I enjoy photography, music, and workout. Fred again.. is my favorite artist.
Good taste is all you need :)
Experience
Professional Experience
2026
NVIDIA
ML Engineering Intern · Metropolis
Present
Precision Agriculture Lab
ML & Computer Vision Researcher
2023
UF Research & Engineering Education Facility
ML & Computer Vision Researcher
Academic Background
2026
University of Florida
Ph.D. · Agricultural and Biological Engineering
2023
University of Florida
M.S. · Mechanical and Aerospace Engineering
2019
Beijing University of Chemical Technology
B.E. · Mechanical Engineering
Research
Planar Gaussian Splatting & Prompt-Free 3D Segmentation for Plant Canopies
CLIP–Depth Guided Multi-View Pair Selection for Large-Scale 3D Reconstruction
Multi-View Transformer for Lightweight 3D Object Representation
Loop-Free Long-Sequence Field Mapping with VGGT
Zero-Annotation Segmentation via YOLO-Guided SAM Prompt Automation
Lightweight Detection with Mamba and Frequency-Domain Channel Mixing
Real-Time 6-DoF Fruit Pose Estimation for Quadruped Robots
Multimodal Yield Forecasting with Vision–Weather–Growth Fusion
IR/RGB Contrastive Fusion for Robust Automatic Target Recognition
Gallery














Contact
Drop me a line at zijinghuang97@gmail.com — I'd love to talk about new projects or collaborations.