PhD Scholarships
Fully funded PhD scholarship (deadline: 31 March 2023, UK students only): Guided Image Generation for Artists (GIGA) – Making Deep Learning-Based Image Generators Accessible to Artists(University page, FindAPhD)Fully funded PhD scholarship (deadline: 12 Feb 2023, UK and international students): 10 in total, no specific topic(University page)Fully funded PhD scholarship (deadline: 6 Feb 2023, UK students only): Understanding and responding to youth violence – blending data science with lived experience(University page)
Project Ideas
Most of these projects have both a visualisation and machine learning component. It will be interesting to see how well chatGPT or similar LLM (large language model) perform for the latter.
- Visual Analytic for Sensemaking
Background Data Visualisation and Sensemaking The goal of this project is to support ‘Sensemaking‘ with Data Visualisation and/or Machine Learning. What is ‘Sensemaking’? This is a video of me explaining… Read more: Visual Analytic for Sensemaking - Human-AI Teaming
Background The recent breakthrough in Large Language Models (LLMs), such as chatGPT, and generative models, such as Stable Diffusion, can be tremendously valuable in supporting analysis and creative tasks. While… Read more: Human-AI Teaming - LLM for User Interaction Understanding
Background This project closely relates to the Visual Analytics for Sensemaking project. Please check that project webpage for the introduction on sensemaking. A published paper describing the idea and a… Read more: LLM for User Interaction Understanding - Data Science Provenance
Background While there are some efforts to automate the process of build machine learning model (commonly known as ‘AutoML‘), there are many tasks in the different stages of a data… Read more: Data Science Provenance - LLM for Automated Trading
The project aims to use the power of Large Language Models (LLMs) to achieve better automated trading. The main approach is to use LLM to analyse the sentiment of the… Read more: LLM for Automated Trading - Chat with your Data: LLM and Vector Database
The Problem Large Language Models (LLMs) allow user to chat with their data without using any formal query language such as SQL. Also, LLM can find information that is semantically… Read more: Chat with your Data: LLM and Vector Database
Human-AI Teaming 