Lun Ai
I am postdoc in the Synthetic Biology (Baldwin) Lab at Imperial College London. It excites me to consider AI’s possibilities in reshaping people’s lives and our understanding of the world.
Interests: My career mission is to develop sustainable and user-friendly AI technologies that can help us tackle pressing scientific and societal challenges. I specialise in AI in science, human-AI partnerships, eXplainable AI (XAI) and logic-based AI (Inductive Logic Programming, ILP).
Networks:
- UKRI BBSRC AI-4-EB (2022 - 2024)
- EU Horizon TAILOR (2020 - 2023)
- UKRI EPSRC Network+ Human-Like Computing (2019 - 2024)
Doctoral research: I built Ultra-Strong Machine Learning (human-AI partnership) frameworks and characterised properties to enhance human learning via operational approaches and ILP systems. I obtained my doctoral degree under the supervision of Prof. Stephen Muggleton, in collaboration with Prof. Ute Schmid from University of Bamberg.
News
| Nov 08, 2024 | I presented “Active Abductive Learning of Multigenic Interactions from High-Throughput Repression Screening Data” at AAAI Fall Symposium on Integrated Approaches to Computational Scientific Discovery (Online). |
|---|---|
| Sep 22, 2024 | I presented “Active learning of digenic functions with boolean matrix logic programming” at the 4th International Joint Conference of Learning and Reasoning (Nanjing, China). |
| May 01, 2024 | I received my PhD degree in Computing Research. Here is my thesis on “Effects of Machine-Learned Logic Theories on Human Comprehension in Machine-Human Teaching”. I truly appreciate Prof. Stephen Muggleton for the amazing support and examiners (Prof. Francesca Toni and Prof. Nick Chater) for their insightful feedback. |
| Nov 15, 2023 | I presented “A Comprehensible Framework to Active Learning Genome-Scale Metabolic Networks” at AAAI Fall Symposium on Artificial Intelligence for Synthetic Biology (Online). |
| Nov 14, 2023 | I presented “Explanatory machine learning for sequential human teaching” at the 3rd International Joint Conference on Learning and Reasoning, IJCLR2023, (Bari, Italy). |
| Nov 02, 2023 | I presented “Effects of explaining machine-learned logic programs for human comprehension and discovery” at The Dagstuhl Seminar on Approaches and Applications of Inductive Programming, Schloss Dagstuhl, Germany. |
| Sep 26, 2023 | I presented “Explanatory machine learning for sequential human teaching” at Imperial College London explAIn Technical Workshop on Explainable AI, Interactivity, and Natural Language, London, UK. |
| Mar 27, 2023 | I presented (abstract/slides) at AAAI Spring Symposium 2023 of Computational Approaches to Scientific Discovery, USA. |
| Jul 13, 2022 | I presented (slides) at the Explainable AI Seminar, Imperial College London, UK. |
| Jun 07, 2022 | I presented (poster) at Towards the future of AI workshop, Imperial College London, UK. |