معرفی
Harry Hongyu Guo is an Adjunct Professor at the School of Electrical Engineering and Computer Science, University of Ottawa, and a Senior Researcher Officer at the National Research Council Canada (NRC). He holds a BEng and a PhD in Computer Science from Shanghai Jiao Tong University and the University of Ottawa, respectively.
- Education
- BEng, Computer Science, Shanghai Jiao Tong University
- PhD, Computer Science, University of Ottawa
His research focuses on advancing machine learning and deep learning for transformative applications in scientific discovery, natural language processing, and computer vision, with a strong emphasis on molecular design for health and climate solutions in collaboration with Yoshua Bengio at Mila. Key areas include protein design, drug discovery, geometric representation learning, and crystalline material modeling.
Recent publications highlight work on structure-based drug design using denoising diffusion models (PNAS 2025), protein conformation generation (ICLR 2025), and molecular assembly frameworks (ICLR 2025). His projects also explore AI-driven battery discovery (arXiv 2025) and neural operating system simulations (arXiv 2025).
Scientific Awards
- Excellence in Research Award at NRC-DT (2024)
- Best Paper Award at Canadian AI (2021)
- Best Paper Awards at *SEM (2015), MLDM (2012), NRC-IIT (2011)
- Distinguished Papers Award at ECML-PKDD (2006)
Guo serves on program committees for major conferences (ICLR, NeurIPS, ICML) and contributes to interdisciplinary research at the intersection of AI, biology, and materials science.
