Scholar
Amin Shabani
Google Scholar ID: NC5J2SkAAAAJ
BorealisAI, Simon Fraser University
Citations & Impact
Citations
554
H-index
7
i10-index
7
Publications
14
Co-authors
12
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - Publications:
- * Embedding-based Context-aware Reranker, ArXiv Preprint, 2025
- * FACTS: Table Summarization via Offline Template Generation with Agentic Workflows, NeurIPS Workshop, 2025
- * Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation, CVPR 2024
- * PuzzleFusion: Unleashing the Power of Diffusion Models for Spatial Puzzle Solving, NeurIPS 2023 (Spotlight)
- * HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising, CVPR 2023
- * Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting, ICLR 2023
- - Awards: 1st Place Winner, Financial Agentic Retrieval Grand Challenge (FinAgentBench), AI for Finance Symposium '25
Research Experience
- - Machine Learning Researcher at RBC Borealis, Apr 2024 - Present
- - Research Scientist/Engineer Intern at Adobe, Jun 2023 - Nov 2023
- - Machine Learning Research Intern at Borealis AI (RBC Borealis), Jan 2022 - May 2022
- - Research and Development Engineer at Faraadid Company, Feb 2017 - Aug 2017
Education
- - Ph.D.: Simon Fraser University, Computer Science, Advisor: Prof. Yasutaka Furukawa, 2019-2025
- - M.Sc.: Seoul National University, Computer Engineering, Advisor: Prof. Kyoung Mu Lee, 2017-2019
- - B.Sc.: Sharif University of Technology, Computer Science, 2012-2017
Background
- - Research Interests: Generative Models, Time Series Forecasting, Large Language Models
- - Position: Machine Learning Researcher at RBC Borealis
