About
Hi, I'm Guo Dengke. My path is associate-to-bachelor (专升本): 3 years associate + 2 years bachelor.
- Associate (3 years): Completed Mobile Application Development at Shanxi Vocational and Technical College (top 1% in major). Competitions, scholarships, club leadership, and military-training honors are from this stage.
- Bachelor (2 years): Admitted to Shanxi Institute of Engineering Technology; not yet enrolled — expected start September 2026.
I'm also a CPC member. I focus on Java development and AI Agent applications: embedding Codex, Claude Code, and Cursor in real workflows — requirements, generation, debugging, testing, and docs. I've shipped industrial vision (OpenCV/OCR), Electron tools, Python automation, and Agent project coaching in training settings.
Beyond engineering, I started tutoring in March 2026, services on Xianyu in April, and content on Xiaohongshu in June.
This site is my notebook for projects and growth. If you're into agents, shipping systems, or teaching with tech — let's talk.
Selected Publications
View All →Algorithmic Complexity of Tensor Network Contractions in Many-Body Localization
Jiale Liu, Ada Lovelace†
Physical Review E
Complexity analysis of tensor network contractions in MBL systems, identifying a complexity phase transition and proposing an adaptive algorithm.
Numerical Stability Analysis of High-Order Runge-Kutta Methods in Quantum Dynamics
Jiale Liu, Sarah O'Connor†
Journal of Computational Physics
A rigorous analysis of numerical stability boundaries for high-order Runge-Kutta integrators in the context of time-dependent quantum mechanics.
Monte Carlo Simulations of Phase Transitions in 2D Ising Models on Non-Euclidean Lattices
Charlie Brown, Jiale Liu†
2023 International Conference on Computational Physics (ICCP)
Monte Carlo study revealing mean-field-like phase transitions and critical exponent deviations for Ising models on hyperbolic non-Euclidean lattices.
News
Personal site is live — documenting agent experiments and creative work 🎉
Associate stage (Shanxi Vocational College · 3 yrs) wrapped; bachelor stage (Shanxi Engineering Tech · 2 yrs) admitted, not yet enrolled
[Associate · Activity] Named Provincial Outstanding Graduate
[Associate] China University Computer Design Competition (Vocational) Shanxi Provincial · second prize
[Associate] College outstanding scholarship & National Special Scholarship; Computer Design Competition Shanxi Provincial · third prize
[Associate] National Encouragement Scholarship; World Vocational College Skills Competition bronze; Provincial Skills Competition first prize
[Associate] Military training personal exemplar
Launched on Xiaohongshu — tutoring experience and AI practice as content
Started services on Xianyu — tutoring and AI-related offerings
Started tutoring services — teaching by doing
Completed frontend internship at Shanghai Jinkesheng — industrial vision (OpenCV / OCR / Qt)
Expected bachelor enrollment at Shanxi Institute of Engineering Technology (专升本 · 2 years)
Enrolled at Shanxi Vocational and Technical College · Mobile Application Development (associate · 3 years)
