Scholar
Yicong Huang
Google Scholar ID: 9ZmdkkIAAAAJ
Databricks, Inc. and UMass Amherst
Citations & Impact
Citations
299
H-index
8
i10-index
7
Publications
20
Co-authors
32
list available
Publications
Resume (English only)
Background
- Currently a Software Engineer at Databricks and an Adjunct Assistant Professor at UMass Amherst.
- Research focuses on big data management, data-processing systems, and machine learning systems.
- Takes a systems-driven approach by co-designing key components of modern data-intensive pipelines, including workflow engines, UDF debugging frameworks, pipelining optimizers, and ML acceleration systems for streaming data.
- Integrates techniques from data management, distributed systems, program analysis, and machine learning to optimize performance, usability, and scalability.
- Has contributed extensively to the Texera project (Apache Incubating), a collaborative and interactive workflow system for data science and AI/ML.
