🎓 From September 2022, Haiyang started his Ph.D. degree in computer software and theory in School of Computer Science of Peking University.

🏅 Haiyang received his B.E degree from School of Computer Science in Northwestern Polytechnical University in June 2022.

🌱 My research interests lie in agents based on large models (LLMs/MLMs). Specifically, I am interested in:

• 🔗 The integration of LMs with APIs (tools).
• 🛠 The software engineering challenges associated with the integration.
• 📱 The applications of LMs on edge devices.

📚 My research group primarily focuses on system software, including machine learning systems, serverless computing, web systems, software engineering, and etc. In my first year of Ph.D., I studied anomaly detection, federated learning, inference optimization for LLMs in the cloud, etc.

🔍 Throughout my studies from system software to deep learning, I have gained knowledge in various areas including methods and applications of natural language processing, retrieval systems, data analysis and mining, acceleration, and application of machine learning systems.