Mengyue Yang
University of Bristol
I’m currently a Lecturer (= US Assistant Professor) at the School of Engineering Mathematics at the University of Bristol. I studied for my PhD in the Department of Computer Science at University College London (UCL), advised by Professor Jun Wang.
My research interests are Reinforcement Learning, Multi-agent Systems and Causality, especially causality in world models. If you would like to chat about potential collaboration or common interests, feel free to reach me at yangmy6750@gmail.com.
news
| Dec 7, 2024 | We are organizing the ICLR 2025 Workshop on World Models: Understanding, Modelling and Scaling. 📜 Submission deadline: February 03, 2025 (4-9 pages) 💻 Website. |
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| Oct 31, 2024 | We will give a tutorial for Causality and Large Models at ACML 2024 (Dec 2024). Website. During the tutorial, I will discuss the part of Causality: Agents and Foundation Models. |
| Aug 10, 2024 | We are organizing the First Workshop on Causality and Large Models (C♥️LM) at #NeurIPS2024. 📜 Submission deadline: September 06 (4-6 pages) 💻 Website. |
| Jul 7, 2024 | Invited talk about Causality Agents & Foundation Model at 集智 因果读书会. This talk explores the research line of Causal Agents & Foundation Models and future prospects of the Causal Agent problem. Please refer to the slides for details. |
| Jul 4, 2024 | Invited talk at Causality Conference PCIC 2024. PCIC 2024 is scheduled to be held concurrently with the World Artificial Intelligence Conference (WAIC). My talk is about Essential Causal Representation Learning via the Probability of Sufficient and Necessary Causes. Slides |
selected publications
2024
- preprintAttaining Humans Desirable Outcomes in Human-AI Interaction via Structural Causal GamesarXiv preprint arXiv:2405.16588, 2024