CV
Education, internship experience, and academic service.
Contact Information
| Name | Guanyu Hou |
| Professional Title | MSc in Artificial Intelligence |
| edgarhou03@gmail.com | |
| Website | https://orangestella.github.io/ |
Professional Summary
Research in trustworthy AI, AI safety and security, and multimodal models.
Education
-
MSc
The University of Manchester
Artificial Intelligence
- Expected completion: 2026
-
BSc with First Class Honours
Oxford Brookes University
Software Engineering
- Completed: 2025
Internship Experience
-
Sep 2026 - Present Shanghai, China
Research Intern
Shanghai Artificial Intelligence Laboratory (PJLab)
Advisor: Dr. Lijun Li
- Research on AI4Science safety, including vulnerability detection, safety boundaries, and alignment mechanisms for scientific domains.
-
Jul 2026 - Sep 2026 Beijing, China
Algorithm Intern (Intelligent Security)
ByteDance
- Multilingual Safety Classifier: Deployed an LLM firewall classifier using supervised fine-tuning and data augmentation, achieving over 97% precision, recall, and F1 globally.
- Long-Reasoning Optimization: Developed preprocessing and augmentation pipelines for complex reasoning inputs, improving precision and recall by 1% in internal training infrastructure.
- Jailbreak Defense: Used agent-based mining of red-team logs to synthesize targeted hard cases and improve robustness against prompt injection.
Academic Service
- Program Committee Member, AAAI 2027
- Reviewer, NeurIPS 2026
- Reviewer, AAAI 2026