معرفی
Bang LIU is an Associate Professor at the University of Montreal's Faculty of Arts and Science, specifically within the Department of Computer Science and Operations Research. His research focuses on Natural Language Processing (NLP), Deep Learning, and Data Science with applications in healthcare, materials science, and embodied AI systems. He leads multiple research projects funded by organizations like NSERC and MITACS, exploring causal inference, multimodal reasoning, and AI-driven material discovery.
Education: PhD in Computer Science (University of Montreal).
Research Highlights:
- Developing causal discovery frameworks (e.g., CausalNET, OCDB)
- Pioneering materials science applications via AI agents (MatExpert, Honeycomb)
- Advancing embodied instruction following systems (OPEx)
Grants & Projects:
- NSERC Discovery Grants (2021-2027)
- MITACS Accelerate Projects (2022-2025) focusing on healthcare LLM trust, CAD generation, and procedural knowledge extraction
He supervises Master's students in low-resource NLP tasks and serves as a lead researcher in over 15 active projects. Affiliated with the CRM and RALI labs, his work bridges theoretical AI advancements with practical industrial applications.
