About
Hi, I’m Shaoheng Yan (严绍恒)
I am an undergraduate student at Peking University, YuanPei College.
I am currently majoring in Artificial Intelligence while pursuing a double degree in Physics, focusing on exploring the intersection of these fields through interdisciplinary knowledge and research.
I am currently majoring in Artificial Intelligence while pursuing a double degree in Physics, focusing on exploring the intersection of these fields through interdisciplinary knowledge and research.
Research Interests
Graph Learning
Graph Representation Learning & Equivariant Neural Networks.
AI for Science
Machine Learning for Molecular Modeling and Drug Discovery (AI4S / MLFF).
Computer Vision
A side interest in perception, abstraction, and visual understanding.
Experience & Education
Internship
Algorithm Intern
ByteDance
Nov 2025 – PresentShanghai, China
Education
Peking University
B.E. in Artificial Intelligence
B.S. in Physics
2024 – PresentB.S. in Physics
Beijing NO.4 High School
Middle School
2021 – 2024Publications
GeoRecon: Graph-Level Representation Learning for 3D Molecules via Reconstruction-Based Pretraining
Shaoheng Yan, Zian Li, Muhan Zhang
Preprint arXiv
LLMs Know More Than Words: A Genre Study with Syntax, Metaphor & Phonetics
Weiye Shi, Zhaowei Zhang, Shaoheng Yan, Yaodong Yang
Preprint arXiv
Curriculum & Studies
This section tracks my learning journey. Note: Political courses, PE, and some general education courses are omitted.
Upcoming / Ongoing (2025-2026 Spring / Year 2 Sem 2 (Upcoming))
Completed Courses Archive
2025-2026 Fall (Year 2 Sem 1)
- Electromagnetism (Exemption)
- Machine Learning
- Reinforcement Learning
- Quantum Mechanics A
- Intro to Modern Physics I
- Discrete Math (Turing Class)
- Data Structures & Algorithms A
- AI System Practice (III)
- Financial Time Series
- The Republic
- Quantum Field Theory (Weinberg)
- Functional Analysis
- Optimization Theory (GTM 258)
2024-2025 Summer
- GTM 258: Foundations of Optimization
- Discrete Mathematics & Applications
- General Physics (Exemption Prep)
2024-2025 Spring (Year 1 Sem 2)
- Advanced Mathematics A
- Prob & Stats A
- Electrodynamics A
- Practice of Programming (C/C++) [Withdraw]
- Methods of Mathematical Physics
- Intro to AI
- AI System Practice (II)
- Real Analysis
- ODE & PDE
- Audited: Intro to Computing Art, Psychology of Art, Psychophysics
2024-2025 Fall (Year 1 Sem 1)
- Advanced Mathematics A
- Linear Algebra A
- Computing (C++) A
- Probability Theory
- Mathematical Analysis
- Partial: Modern QM, General Psychology
- Introduction to Machine Learning (CS50)
High School Studies
Advanced Placement / Self-Study
Advanced Mathematics, Linear Algebra, Analytic Geometry, General Physics, Theoretical Mechanics, Electrodynamics, Complex Analysis, Modern Optics, General Chemistry, Inorganic Chemistry, Geology, Atmospheric Physics. Partial: Diff Geometry & GR, Meteorology, Organic Chemistry.
Future Plans (Curriculum)
- Theoretical Mechanics, QM, Thermodynamics & Statistical Physics
- General Relativity, QFT
- Functional Analysis, Group Theory, Abstract Algebra
- Algebraic Geometry, Diff Manifolds, Riemannian Geometry
- Numerical Analysis