Manual-PA: Learning 3D Part Assembly from Instruction Diagrams
Published by
ICCV
About
Highly accomplished Computer Science PhD Candidate and AI Researcher specializing in video understanding, 3D shape assembly, and advanced computer vision techniques. Proven ability to drive innovative research, evidenced by multiple publications in top-tier conferences like ICCV, CVPR, and WACV. Seeking to leverage deep expertise in deep learning, real-world assembly, and robust system development to solve complex challenges in cutting-edge research and development roles.
Work
Cambridge, MA, US
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Summary
Engaged as a Research Intern at Mitsubishi Electric Research Laboratories, contributing to advanced projects in computer vision and artificial intelligence.
Highlights
Planned to contribute to cutting-edge research in computer vision and machine learning, focusing on innovative solutions for real-world challenges.
San Mateo, CA, US
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Summary
Prepared to join Roblox as a Research Intern, focusing on developing novel solutions in areas such as 3D shape understanding and virtual world interactions.
Highlights
Anticipated to develop and implement advanced algorithms for 3D object recognition and scene understanding within interactive virtual environments.
Canberra, ACT, Australia
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Summary
Provided comprehensive teaching and research support across multiple computer science courses, enhancing student learning and contributing to research initiatives.
Highlights
Delivered comprehensive teaching support for 5 advanced Computer Science courses, including Deep Learning for Computer Vision and Machine Learning, enhancing student understanding of complex AI and data management concepts.
Acted as a research assistant, contributing to projects in Computer Vision and Document Analysis under leading professors, fostering an environment of academic excellence.
Managed and updated web platforms for InfluenceMap and CSMetrics, ensuring critical research data was accessible and current for collaborators and researchers.
Jinan, Shandong, China
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Summary
Developed a multi-server plugin management system, enhancing framework extensibility and operational efficiency for Inspur.
Highlights
Engineered a multi-server plugin management system using the Cpp Micro Services framework, significantly improving system modularity and extensibility for enterprise applications.
Weihai, Shandong, China
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Summary
Spearheaded development for the Weihai Construction Consulting System and maintained the school's Virtual Judge system, impacting over 10,000 users.
Highlights
Led key development efforts for the enterprise-level Weihai Construction Consulting System, ensuring robust functionality and scalability for business operations.
Independently designed and implemented a booking system, streamlining appointment scheduling and improving user experience for the consulting system.
Maintained the school's Virtual Judge system for ACM practice, successfully processing over 10,000 submissions and ensuring continuous availability for competitive programming students.
Education
Awards
ANU Postgraduate Research Scholarship
Awarded By
Australian National University
Awarded for outstanding academic achievement and research potential in a postgraduate program.
ANU Chancellor's Letter of Commendation
Awarded By
Australian National University
Received for exceptional academic performance and contributions to the university community.
1st Place, SDU Scholarship of Studying Abroad
Awarded By
Shandong University
Recognized for top academic standing, supporting international study opportunities.
1st Place, SDU Scholarship of Abroad Special
Awarded By
Shandong University
Awarded for distinguished performance in a specialized abroad study program.
3rd Place, SDU Scholarship of University
Awarded By
Shandong University
Acknowledged for high academic achievement among university peers.
2nd Place, SDU Scholarship of Research and Innovation
Awarded By
Shandong University
Awarded for significant contributions to research and innovative projects.
3rd Place, SDU Scholarship of University
Awarded By
Shandong University
Recognized for strong academic performance within the university.
2nd Place, LanQiao Programming Competition
Awarded By
LanQiao
Achieved a top position in a prestigious national programming competition.
Publications
Pos3R: 6D Pose Estimation for Unseen Objects Made Easy
Published by
CVPR
Temporally Grounding Instructional Diagrams in Unconstrained Videos
Published by
WACV
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
Published by
CVPR
GoferBot: A Visual Guided Human-Robot Collaborative Assembly System
Published by
IROS
Languages
English
Mandarin
Skills
Deep Learning & Computer Vision
Deep Learning, Computer Vision, Video Understanding, 3D Shape Assembly, Human Action Recognition, 6D Pose Estimation, Object Recognition, Scene Understanding, Instructional Diagram Analysis, Neural Networks.
Programming & Development
Python, C++, JavaScript, Full-Stack Development, Web Development, Plugin Management Systems, Cpp Micro Services Framework, System Architecture, Git, Linux.
Research & Data Analysis
Academic Research, Data Management, Data Analysis, Document Analysis, Machine Learning, Algorithmic Development, Scientific Writing, Peer Review (CVPR, ECCV, WACV, NeurIPS).
Soft Skills & Leadership
Technical Leadership, Project Management, Mentorship, Cross-functional Collaboration, Problem-Solving, Strategic Planning, Communication, Team Collaboration.