Scholar
Maizhen Ning
Google Scholar ID: 8GO3JIQAAAAJ
PostDoc, Duke Kunshan University
Citations & Impact
Citations
102
H-index
4
i10-index
3
Publications
9
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- - [Aug. 2025] One paper about document dewarping is accepted to SIGGRAPH Asia 2025
- - [Jan. 2025] One paper about LLM math problem reasoning evaluation is accepted to ICLR 2025
- - [Dec. 2024] One paper about MLLM on solving plane geometry problems is accepted to AAAI 2025 as Oral Presentation
- - Publications:
- - DvD: Unleashing a Generative Paradigm for Document Dewarping via Coordinates-based Diffusion Model (SIGGRAPH Asia 2025)
- - GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs (AAAI 2025, Oral)
- - Is Your Model Really a Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist (ICLR 2025)
- - A Symbolic Characters Aware Model for Solving Geometry Problems (ACM MM 2023)
- - Learning by Analogy: Diverse Questions Generation in Math Word Problem (ACL Findings 2023)
- - A Segment-Based Layout Aware Model for Information Extraction on Document Images (ICONIP 2021)
- - Model Checking Indoor Positioning System With Triangulation Positioning Technology (ITME 2018)
Research Experience
- - Teaching Assistant: Mar 2021 - May 2024, School of Advanced Technology, XJTLU
- - Tech Intern: Sep 2016 - Jul 2017, Management Information Technology and System Office, XJTLU
Education
- - Ph.D. in Computer Science: Dec 2020 - July 2025, University of Liverpool, supervised by Prof. Qiufeng Wang, Prof. Kaizhu Huang, and Prof. Xiaowei Huang
- - B.Sc. in Computer Science: Sep 2016 - Jun 2020, University of Liverpool & Xi’an Jiaotong-Liverpool University (First Class Honours)
Background
- - Currently a PostDoc at Duke Kunshan University, supervised by Prof. Kaizhu Huang
- - Research interests include reasoning on math problems with large language models and embodied AI
- - Member of the PremiLab-Math research group, focusing on solving math problems with AI
- - Future research will extend to embodied AI
Miscellany
- - Personal interests: Check out my bilibili account
- - Awards:
- - First prize in the Robomaster national competition, XJTLU G-Master team (2022)
- - Second prize in the Robomaster national competition, XJTLU G-Master team (2021)
- - Full Doctoral Scholarship, Xi’an Jiaotong-Liverpool University, University of Liverpool
