Runnel Zhang (Runcheng Zhang)

Email: Runnel.Zhang@smail.nju.edu.cn | GitHub: @ChouYuanjue | ORCID: 0009-0005-7611-3583

Education

Nanjing University | Nanjing, Jiangsu, CN B.S. in Intelligent Science and Technology | Sep 2025 – Jun 2029

Research Intern | THUNLP (AI4S Research Group) Advisor: Prof. Zheni Zeng | Mar 2026 - Present

Focus on the intersection of artificial intelligence and scientific discovery (AI4Sci), specializing in the application of large language models to complex scientific reasoning and active learning domains.

External Collaborator | Microsoft Research Asia (MSRA) | Collaborator: Ziyu Zhou | Jan 2026 – Present

Partner on specialized AI for Mathematics (AI4Math) research initiatives, bridging advanced pure mathematical frameworks with modern machine learning paradigms.
Architect and develop Mathub, an AI-integrated collaborative platform for mathematical knowledge management and project execution.

Core Developer (PoC Phase) | Bank of Nanjing Multimodal LLM-based Customer Emotion Recognition System | Jan 2026 – Mar 2026

Designed and implemented an AI-powered system for analyzing customer emotions in complex banking environments.

Full-Stack Engineer | FluxVerse Core Engineering Team | Jan 2026 - Present

Developing comprehensive full-stack solutions, ensuring robust architectural design and seamless integration of complex engineering projects.

Core Member & Teaching Assistant | NJU Artificial Intelligence Association (AIA) Academic & Technical Committee | Sep 2025 – Present

Organize and lead academic sharing sessions focusing on foundational AI theories and practical implementations.
Scheduled to deliver a core lecture on Variational Autoencoders (VAE), designing hands-on experimental cases to bridge theoretical math with model applications. Provide targeted guidance on Python and ML fundamentals.

Core Member | NJU NOVA (Intelligent Data Decision Studio) Engineering Committee | Sep 2025 – Jan 2026

Directed technical solutions for multi-source information aggregation projects, developing core backend modules and ensuring high integration efficiency.
Delivered formal lectures on full-stack development, covering front-end/back-end synchronization and enterprise-level engineering practices.

Robust Semantic Reconstruction for Tangut Script Translation

Objective: Combating extreme data sparsity in low-resource dead languages.
Implementation: Transitioned from rule-based dictionary mapping and basic LLM sequence correction to structural feature extraction. Currently utilizing advanced Transformer Attention mechanisms to construct a robust Character-Level Embedding Space tailored for symbolic domains.

Controllable Symbolic Synthesis via Hierarchical Representation Learning

Evolution: Iteratively advanced from basic U-Net feature extraction to incorporating SE Attention, and eventually implementing LoRA-adapted Diffusion Models for fine-grained style control.
Current Focus: Expanding beyond raster-based generation to Vector Graphics Representation using DeepSVG architectures to capture intrinsic structural topologies.

Zhang, R. (2025). Navigating the Full-Stack Ecosystem: Implementation Strategies and Knowledge Graphs for Information Aggregation. Zenodo Lecture. DOI: 10.5281/ZENODO.17852269.
Zhang, R. (2025). Architectural Paradigms in Collaborative Software Engineering: A Comprehensive Analysis of the Nova Project. Zenodo Lecture. DOI: 10.5281/ZENODO.17765724.
Zhang, R. (2023). Gravitational Fields of Non-Spherical Mass Distributions: Analysis and Orbital Dynamics. DOI: 10.6084/M9.FIGSHARE.22268917.
Zhang, R. (2023). On the Factorization of Cyclotomic-Type Polynomials $\sum_{i=0}^k x^{in}$ and Their Divisibility Properties. Preprint. DOI: 10.6084/M9.FIGSHARE.22268908.

National 2nd Prize, CCF Certified Software Professional (Senior Level) | 2023
National 2nd Prize, National High School Mathematics Olympiad (Preliminary) | 2024
Provincial 1st Prize, National High School Mathematics League | 2024
Provincial 1st Prize, National High School Biology League | 2024
Selected Participant, Peking University Winter School (2025) & Summer School (Yuanpei College, 2024) for Outstanding High School Students