Binwen Liu

Binwen Liu

AI Researcher & Developer

Currently a student at Xi'an Jiaotong University, pursuing a degree in Artificial Intelligence. Passionate about LLMs, Brain-Computer Interfaces, and AI for Science.

About

I am a strategic AI researcher and developer with a passion for large language models and collaborative innovation. I have experience creating high-performance applications by leveraging state-of-the-art AI techniques and cross-functional collaboration.

My primary research interests include Brain-Computer Interfaces, the capabilities of Large Language Models, applying AI for Scientific discovery, and developing Multi-Modal Agents. I am dedicated to continuous learning and contributing to open-source communities.

Projects

Vaiage: AI Travel Planner

Group Member, CS194 Project

Proposed product concept and integrated techniques like model fine-tuning, RAG, and CoT.

Intelligent Sleep Medicine Consultation

Group Member, NLP Project

Constructed knowledge graphs with Neo4j and used BERT for full-stack development.

Online Editor with LLM

Team Member, China Software Cup

Handled PaddlePaddle & Wenxin LLM API integration and full-stack development.

Research

Generalizable Low-Light Image Enhancement

Special Contributor | Jul 2024 - Jan 2025

Designed experimental benchmarks and led ablation study analysis.

Video-Editing-Friendly Text-to-Image

Special Contributor | Feb 2024 - Aug 2024

Optimized LoRA fine-tuning strategies and implemented core code.

Contact

I'm always interested in hearing about new opportunities, collaborations, or just chatting about AI and technology. Feel free to reach out!