☕️Student
About Me
Hello:) I’m Ting-Wen Ko, a student at University College London pursuing an M.Sc. in Computational Statistics and Machine Learning, with a prior M.Sc. in Computer Science from National Taiwan University. Currently, I’m working with professor Mengyue Yang and Jun Wang on understanding spurious correlation in LLM. Previously, I had the privilege to work with Pu-Jen Cheng and Jyun-Yu Jiang on my thesis - Augmenting Retrieval Augmented Generation with Passage Combination. When I’m free, I enjoy cooking, hopping into local cafes, and exploring the city 🌞💫
- Machine Learning
- Causal Reasoning
- Trustworthy AI
- AI safety
- Interpretability
- Information Retrieval
MSc Computational Statistics and Machine Learning
University College London
MSc Computer Science
National Taiwan University
BSc Electrical Engineering and Computer Science, EECS Honors Program
National Chiao Tung University (Now National Yang Ming Chiao Tung University)
My research interests lie in trustworthy & interpretable AI, especially in understanding LLM reasoning by causality. Before joining UCL, I worked in research intern roles at MediaTek Research UK and Yahoo!, where I gained experience in generative AI, machine learning (ML), natural language processing (NLP), retrieval-augmented generation (RAG), and model understanding.
Please reach out to collaborate 😃