Experience
Research collaborations, engineering experience, and education.
Research Experience
The Hong Kong University of Science and Technology
Feb 2026 – May 2026Remote Research Intern, Academy of Interdisciplinary Studies · Advisors: Prof. Huamin Qu, Yuzhe Shi
- Co-first-author work on agent skill regulation as procedural knowledge representation, modeling execution commitments, gate conditions, and recovery actions in human-written skills.
King Abdullah University of Science and Technology (KAUST)
Jan 2026 – PresentRemote Research Collaboration · Collaborators: Prof. Di Wang, Shu Yang
- Led the STARS project: formulated request-conditioned invocation safety, constructed SIA-Bench, designed the risk-auditing framework, and wrote the paper; ongoing collaboration on agent applications and runtime safety.
HKUST (Guangzhou)
Dec 2025 – Jun 2026 (expected)Exchange Student · Advisor: Prof. Lei Chen · Agent memory and database systems
- Surveyed MemOS, MIRIX, AgentFold, Recursive Language Models, and ReasoningBank to identify bottlenecks in long-context memory retrieval, state updates, and long-horizon dependency modeling.
- Built SFT data with BrowserAgent, converting multi-turn trajectories from turn-level to task-level supervision; studied trade-offs among memory write policies, state compression, and retrieval latency.
DeepWisdom (MetaGPT)
Oct 2025 – Nov 2025Algorithm Evaluation Engineer Intern
- Contributed to multi-agent code-generation benchmarks and MGX product evaluation, designing process-level evaluation workflows and using failure-case analysis to identify reliability bottlenecks in production agents.
Tsinghua University, HCI Lab
Dec 2024 – Aug 2025Remote Research Assistant · Advisors: Prof. Chun Yu, Prof. Yuanchun Shi
- Contributed to SynergyAdvisor, modeling expert–avatar co-evolution as a human–AI alignment problem with memory-aware decision making and expert-feedback-enhanced chain-of-thought optimization.
- Worked on long-context, cross-topic agentic RAG: built a benchmark and retrieval-enhancement pipeline to analyze information-recall failures and context drift in complex dialogue.
Education
Shenzhen University
Sep 2022 – Jun 2026B.Eng., Elite Innovation Program in Electronic Information Engineering
- Honors: Academician Scholarship; Star of Culture and Sports Award.
- Core coursework: machine learning, artificial intelligence, computer networks, data structures, mathematical analysis, advanced algebra, stochastic processes.