Gennady Andrienko

Research focus

Data Curation & Synthetic Data (2)Interpretability & Mechanistic Interp (1)Code Generation & Program Synthesis (1)

Frequent co-authors

Natalia Andrienko (2)Yiwen Xing (1)Philip Beaucamp (1)Joyraj Chakraborty (1)

Papers (2)

Jul 1, 2026

Yiwen Xing +81w ago

Understanding How Humans Inject Knowledge into Machine Learning Workflows through Visual Analytics

Human knowledge injection into ML workflows via visual analytics is not just beneficial; it reshapes how we understand model building and optimization.

Yiwen Xing, Philip Beaucamp, Joyraj Chakraborty +6

Data Curation & Synthetic Data Interpretability & Mechanistic Interp

Jun 30, 2026

Gennady Andrienko +11w ago

From Idea to Prototype in an Afternoon: Scaffolded, AI-Assisted Rapid VA Prototyping

Rapid prototyping of visual analytics can be achieved in just hours by combining AI assistance with a structured workflow language, but expert input is essential for quality.

Gennady Andrienko, Natalia Andrienko

Code Generation & Program Synthesis Data Curation & Synthetic Data

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Gennady Andrienko

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)