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🎓 I am SHEN Haiyang, a Ph.D. candidate at the School of Computer Science, Peking University, advised by Assistant Professor Yun Ma.
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🏅 I received my B.Sc. degree from the School of Computer Science at Northwestern Polytechnical University in June 2022.
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🌱 My research trajectory started from software systems, then moved toward the intersection of software and AI, and has gradually evolved into my current focus on LLM-based agents. My long-term vision is to better integrate AI with existing software systems, enabling AI to use tools, interact with applications, and improve real-world software workflows more reliably.
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🔍 My research centers on LLM-based agents. Specifically, I am interested in:
- 🌐 Search & Web Agents: building intelligent agents for deep information seeking and web interaction.
- 🛠 Coding Agents: developing benchmarks and systems for automated software engineering.
- 📈 Financial Agents: exploring how agents can trade stocks and generate returns in financial markets.
- 🧮 Mathematical Reasoning: synthesizing high-quality reasoning data for frontier-level mathematical problem solving.
- 📱 LLM Inference on Edge Devices: efficient LLM deployment on web and mobile platforms.
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📚 My research group is affiliated with the Data Space Technology and Systems Research Center, led by Academician Hong Mei and Professor Gang Huang, with faculty members including Xuanzhe Liu, Xin Jin, and Yun Ma.
- 🖋 My introduction at here.
- EachSheep/MindLoom - (2 weeks ago)
- UniPat-AI/EvoCodeBench - (2 weeks ago)
- harbor-framework/terminal-bench-science - Terminal-Bench-Science: Evaluating AI Agents on Complex Real-World Scientific Workflows in the Terminal (2 weeks ago)
- harbor-framework/terminal-bench-3 - Measuring agents' ability to get work done on a computer (2 weeks ago)
- huohuoer/wechat-cli - A CLI tool to query your local WeChat data — chat history, contacts, sessions, favorites, and more. Designed for LLM integration. (3 weeks ago)