Topology-Aware In-Run Data Shapley for Decentralized Learning
Research on efficient data valuation in decentralized learning settings with topology-aware modeling.
About
I enjoy turning research problems into usable systems. My recent work includes data Shapley methods, protein language models, dialect-to-SQL conversion, digital rural management systems, and AI-assisted applications.
Research
Data Shapley for Adam Optimizer
Exploring data valuation methods under adaptive optimization dynamics.
Controlling Repetition in Protein Language Models
Research on improving controllability and generation quality in protein language models.
Selected Projects
Dialect-to-SQL Conversion Using Large Language Models
Conducted research on Chinese dialect-to-SQL methods and authored a bachelor's thesis.
Digital Rural Management System for Xishan Village
Designed and implemented a digital management system for community showcase, data storage, filtering, and rural voice broadcasting.
Acoustic Data Transmission Project
Implemented short-distance text transmission between devices via sound waves with custom encoding and decoding mechanisms.
KOKO Japanese Pronunciation Evaluation Mini-Program
Built a WeChat mini-program for pronunciation scoring, dictionary search, and user analytics; won awards in software innovation competitions.
Experience
ByteDance / TikTok Shop SEO Intern
Full-stack development for TikTok Shop SEO-related systems.
Zulong Entertainment / Backend Development Intern
Developed UE4 plugins for artistic text rendering, ray tracing, and PSD file import.
Contact
Feel free to reach out for research collaboration, software engineering projects, or AI application development.