Sun Shunwang (孙顺旺)

Hi there! 👋 I am currently an engineering student deeply passionate about 3D Spatial Perception and Embodied AI. Below is my academic journey:


I am actively looking for Ph.D. and research intern opportunities for the Fall 2027 application cycle. If you have open positions, please feel free to send me an email (shunwang_sun@163.com).

🚀 Research Interests

  • Embodied AI & World Models: Vision-Language-Action (VLA) models, Dynamic Tracking.
  • 3D Spatial Perception: Monocular Visual Odometry (VO), Pose Estimation, 3D Reconstruction.
  • Robotics & Edge AI: Full-stack robotic manipulation, Hardware-Software Co-design.

📝 Publications

MVOFormer Paper
MVOFormer: Flow-Semantic Transformer for Robust Monocular Visual Odometry
Jituo Li (Supervisor), Shunwang Sun, Jialu Zhang, Xinqi Liu, Jinyao Hu, Zhicheng Lu, Sajad Saeedi, Guodong Lu
Accepted by IEEE Robotics and Automation Letters (RA-L)
arXiv  /  Code
TCSVT Paper
Analogy-Augmented Uncertainty-aware Monocular Visual Odometry System
Jituo Li (Supervisor), Shunwang Sun, Tingxi Xue, Xinqi Liu, Jialu Zhang, Huixu Dong, Guodong Lu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2026
IEEE Xplore / pdf
UC-VO Paper
UC-VO: A Hybrid Visual Odometry System with Uncertainty Estimation and Pose Correction
[ arXiv Coming Soon ]  /  [ Code Coming Soon ]

💻 Projects

OpenTartanVO

OpenTartanVO Framework

An open-source reproduction and optimization of the learning-based monocular visual odometry framework TartanVO. Supports multi-stage end-to-end training and testing. [GitHub]

FastTrackVLA

FastTrackVLA: Dynamic Embodied Tracking

Designed a Vision-Language-Action tracking strategy combining VLM with Flow Matching for dynamic embodied environments. Achieved efficient trajectory denoising in just 3 iterations. (HKUST-GZ)

MarSurfer System

MarSurfer: Assisted Walking System

A smart 4WD footwear system addressing the commuter "last mile". Integrates multi-sensor fusion (pressure, IMU, ultrasonic) via STM32 and deploys dual neural networks on Jetson Nano for adaptive stride prediction (0.92ms latency). (Provincial Award)

ShitBro Robot

ShitBro: Embodied Toilet Agent

Built during a 5-day sleepless sprint at AdventureX 2025 (China's largest hackathon). We created the world's first "Embodied Toilet Agent"—a highly engaging and unconventional robot. (Awards: 1st Place in Seeed Studio, 3rd Place in AgileX, 3rd Place in D-Robotics)

Delta Robot

Visual Servoing Delta Robot System

Built a full-stack servoing Delta robot from scratch. Deployed a TensorRT-quantized YOLOv7-Tiny model on Jetson Orin Nano, achieving real-time automated food sorting.

Smart Glasses

Gesture-Controlled Smart Glasses

A real-time hands-free interaction system. Trained MobileNetV2 on custom gesture datasets, reconstructed neural network modules in C++, and successfully deployed on an FPGA board using Vivado and SDK. (National Award)

🏅 Honors and Awards

  • National Graduate Scholarship, Ministry of Education, China (2025) (0.2%)
  • Outstanding Graduate Student & "Five-Good" Graduate Student, Zhejiang University (2026)
  • National First Prize, "Gaojiao Cup" Advanced Mapping Technology and Product Information Modeling Innovation Competition (Top 3%)
  • National Third Prize, National University Embedded Chip and System Design Competition (2022) (Top 10%)
  • Provincial Silver & Bronze Awards, China International College Students' "Internet+" Innovation and Entrepreneurship Competition
  • Provincial Third Prize, The China Graduate Electronics Design Contest (2025)
  • Provincial Third Prize, National College Student Mathematics Competition
  • Provincial Outstanding Graduate, Hebei Province, China
  • First-class Scholarship, Yanshan University (2021, 2022, 2023)