Dr. Peng Zhi | Deep Learning | Best Researcher Award
Dr. Peng Zhi, Lanzhou University, China
Professional Profile:
Summary of Suitability for the Best Researcher Award
Peng Zhi is a strong candidate for the Best Researcher Award, given his innovative contributions to computer vision, deep learning, and autonomous driving. As a Ph.D. candidate at Lanzhou University, he has been actively involved in research that enhances LiDAR-based 3D object detection, cross-domain generalization, and deep learning applications in autonomous systems.
🎓 Education
- Ph.D. in Computer Application Technology (2021 – Present)
Lanzhou University, Lanzhou, China - Master’s in Computer System Architecture (2017 – 2020)
Lanzhou University, Lanzhou, China - Bachelor’s in Computer Science and Technology (2013 – 2017)
Lanzhou University, Lanzhou, China
💼 Work Experience
- Ph.D. Candidate & Researcher (2021 – Present)
Lanzhou University, Lanzhou, China- Conducts advanced research in computer vision, deep learning, and autonomous driving
- Publishes in top-tier journals and conferences
- Develops LiDAR and camera fusion models for 3D object detection
🏆 Achievements & Contributions
- Published Multiple Research Papers 📄 in top journals and conferences, including Tsinghua Science and Technology, Electronic Research Archive, and IEEE ITSC
- Author of a Book on Self-Driving Vehicles 📘 Theories and Practices of Self-Driving Vehicles (Elsevier, 2022)
- Developed DefDeN Model 🤖 A deformable denoising-based LiDAR and camera feature fusion model for 3D object detection
- Research on Autonomous Driving 🚗 Focused on boundary distribution estimation and cross-domain generalization for LiDAR-based 3D object detection
🏅 Awards & Honors
- Best Paper Award 🏆 at an International Conference on Intelligent Transportation Systems (ITSC)
- Outstanding Researcher Award 🎖️ at Lanzhou University for contributions to AI and autonomous driving
- National Scholarship 🏅 for academic excellence in computer science and AI research