Shikai Fang 方榯楷
Scholar

Shikai Fang 方榯楷

Google Scholar ID: h280gfwAAAAJ
Zhejiang University
Bayesian machine learningTensor LearningAI4ScienceTime SeriesGenerative Model
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
210
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
0
 
Contact
Emailxuangufang@gmail.comCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Publications: 'Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations' (NeurIPS 2025)
  • 'CATTE: Functional Complexity-adaptive Temporal Tensor Decomposition' (NeurIPS 2025)
  • 'R&D-Agent: Automating Data-Driven AI Solution Building Through LLM-Powered Automated Research, Development, and Evolution'
  • 'MarS: A Financial Market Simulation Engine Powered by Generative Foundation Model' (ICLR 2025)
  • 'BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decomposition' (ICML 2024 Spotlight!)
  • Two first-author patents in AI for Drug Discovery (AIDD) that are core patents for a start-up that has raised over $10M+
Research Experience
  • Assistant Professor (tenure-track) at Zhejiang University
  • Senior Researcher at Microsoft Research Asia
  • Internships and competitions in top hedge funds and investment banks (Morgan Stanley, World Quant, UBS) on AI-based quantitative trading/pricing strategy development
  • Core contributor to MarS, an open-source financial market simulation engine
Education
  • Ph.D. in Computer Science, Summer 2024, University of Utah
  • Master's in Computer Science, 2019, Temple University
  • B.S. in Statistics and Computer Science (double degree), 2018, School of the Gifted Young, University of Science and Technology of China (USTC)
Background
  • Research Interests: Bayesian Methods and Generative Models, Scientific Machine Learning for Physical Simulation & Signal Processing, Collaborative Multi-Agents, Tensor Learning (flexible low-rank representation for high-order data), Advanced Time Series (High-Dim Tensor Time Series, Spatial-Temporal data)
  • Profile: Currently a tenure-track Assistant Professor at Zhejiang University, previously a Senior Researcher at Microsoft Research Asia. Has extensive experience in AI + medical/bio scenarios and AI finance.
Miscellany
  • Dedicated writer on Bayesian machine learning (in Chinese) with 15,000 followers on Zhihu (Chinese Quora)
Co-authors
0 total
Co-authors: 0 (list not available)