cv
Basics
| Name | Peifeng Jiang |
| Label | Spatial AI Scientist |
| jpf@stu.pku.edu.cn | |
| Phone | (86) 158-4661-5927 |
| Url | https://Ziya-Jiang.github.io |
| Summary | Trying to change the world by giving robots a true soul |
Education
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2023.09 - 2026.07 Shenzhen, China
Master
Peking University, Beijing, China
Computer Application Technology
- Robot Techonology
- Digital Image Processing
- Principles of Machine Learning
- Scientific Paper Writing
- Fundamentals of Digital Media Technology
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2019.09 - 2023.07 Dalian, China
Awards
- 12.2022
National Scholarship
Ministry of Education of the People's Republic of China
The highest honor scholarship in China, awarded to outstanding students with excellent academic performance and moral character.
- 10.2024
Academic Excellence Scholarship
Peking University
Awarded for outstanding academic performance in the academic year.
- 12.2022
Merit Student
Dalian University of Technology
Awarded to students with excellent academic performance and moral character.
- 9.2022
Learning Excellence Award (First Prize)
Dalian University of Technology
Awarded for outstanding academic achievement.
- 9.2021
Learning Excellence Award (First Prize)
Dalian University of Technology
Awarded for outstanding academic achievement.
- 9.2022
Ethic Award
Dalian University of Technology
Awarded for exemplary moral character and ethical conduct.
- 6.2023
Outstanding Graduate
Dalian University of Technology
Awarded to graduates who have demonstrated outstanding academic performance, leadership, and overall excellence throughout their university studies.
Certificates
| College English Test Band 4 (CET-4) | ||
| Ministry of Education, China | 12.2019 |
| Student Member | ||
| China Society of Image and Graphics | 9.2025 |
| College English Test Band 6 (CET-6) | ||
| Ministry of Education, China | 9.2020 |
Publications
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2025.09.02 A Unified End-To-End Network for Category-Level & Instance-Level Object Pose Estimation from RGB Images
2025 IEEE International Conference on Robotics and Automation (ICRA 2025)
Co-author. Presents a unified end-to-end network for both category-level and instance-level object pose estimation from RGB images.
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2025.01.01 Debiased Multiplex Tokenizer for Efficient Map-Free Visual Relocalization
The Fortieth AAAI Conference on Artificial Intelligence (AAAI-26)
Co-author. Proposes a debiased multiplex tokenizer approach for efficient map-free visual relocalization. Accepted for presentation.
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2025.01.01 Uncertainty-Driven 3D Gaussian Splatting for Robust Real-Time RGB-D SLAM
IEEE Transactions on Automation Science and Engineering
First author. Proposes an uncertainty-driven approach for robust real-time SLAM using 3D Gaussian Splatting. Currently under review.
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2024.05.30 TAMBRIDGE: Bridging Frame-Centered Tracking and 3D Gaussian Splatting for Enhanced SLAM
ArXiv
First author. Introduces a novel framework bridging frame-centered tracking with 3D Gaussian Splatting for enhanced SLAM performance. Has 5 citations and is to be submitted to RAL.
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2024.01.15 Object-oriented Novel Visual Odometry Architecture: An Exploratory Study
2023 Asian Conference on Artificial Intelligence Technology (ACAIT23)
First author. Presents an object-oriented novel visual odometry architecture. Accepted for conference presentation.
Skills
| Robotics & Computer Vision | |
| Robot Localization and Navigation | |
| SLAM (Simultaneous Localization and Mapping) | |
| 3D Gaussian Splatting | |
| Visual Odometry | |
| Object Pose Estimation | |
| Visual Relocalization | |
| RGB-D SLAM |
| Machine Learning & AI | |
| Deep Learning | |
| Computer Vision | |
| MultiModal Machine Learning | |
| Neural Networks | |
| PyTorch | |
| TensorFlow |
| Programming | |
| Python | |
| C++ | |
| ROS (Robot Operating System) | |
| Linux | |
| Git |
Languages
| Chinese (Mandarin) | |
| Native speaker |
| English | |
| Proficient (CET-6: 541, CET-4: 602) |
Interests
| Robotics & Embodied AI | |
| Robot Localization and Navigation | |
| Embodied Robotics | |
| SLAM | |
| 3D Gaussian Splatting | |
| Visual Odometry | |
| World Models for Robotics |
References
| Prof. Lei Wang | |
| Professor, Dalian University of Technology. Bachelor Supervisor. Email: lei.wang@dlut.edu.cn |
| Prof. Hui Xie | |
| Professor, Harbin Institute of Technology. Academic Mentor. Email: xiehui@hit.edu.cn |
Projects
- - Present
Text-Driven Simulation Scene Generation
Technical Lead for Guangdong Flagship Project. Defined the technical architecture for end-to-end scene generation driven by natural language. Integrated Unreal Engine (UE) with 2D Gaussian Splatting to automate the construction of high-fidelity 3D scenes from textual descriptions.
- Natural Language Processing
- Unreal Engine Integration
- 2D Gaussian Splatting
- 3D Scene Generation
- - Present
Intelligent Dual-Arm Nursing Robot System
Core Developer for National Key R&D Program. Developed embodied AI algorithms for the "Gaussian Memory Field," enabling environment understanding and natural language interaction. Deployed the system on the DashGo platform, closing the loop between perception, decision-making, and interaction in nursing scenarios.
- Embodied AI
- Gaussian Memory Field
- Natural Language Interaction
- DashGo Platform Deployment
- - Present
Multi-Robot Distributed Perception
System Architect for NSFC Project. Built a cluster experimental platform using DashGo robots and designed a distributed communication interface within ROS. Formulated a collaborative visual localization algorithm based on co-visibility, significantly enhancing cluster robustness in complex environments.
- Multi-Robot Systems
- ROS Distributed Communication
- Collaborative Visual Localization
- Co-visibility Algorithms
- - 2024.7
Unmanned Supermarket Navigation
Algorithm Engineer for Shenzhen Stability Support Project. Implemented a Visual-Inertial Odometry (VIO) algorithm optimized for dynamic, complex supermarket environments. Fused 2D LiDAR and occupancy grids into a multi-sensor framework, overcoming challenges posed by dynamic obstacles and lighting changes.
- Visual-Inertial Odometry (VIO)
- Multi-Sensor Fusion
- 2D LiDAR Integration
- Dynamic Environment Navigation