From Text To Tables: Why Structured Data Is AI’s Next $600 Billion Frontier

Tabular foundation models are the next major unlock for AI adoption, especially in industries sitting on massive databases of ...
GitHub

Graph Contrastive Learning with Cohesive Subgraph Awareness

Our research paper has been accepted to The Web Conference 2024. . ├─ framework.png ├─ get_sub_counts.py ├─ main.py ├─ README.md │ ├─ CTAug │ ├─ evaluate.py │ ├─ model.py │ ├─ preprocess.py │ ├─ utils ...
GitHub

Code: Dynamics-Informed Reservoir Computing with Visibility Graphs

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the ...
IEEE

Cross Pipeline Code Impact Analysis using Vector Embeddings, Telemetry Traces, Graph and LLMs

Abstract: Modern software projects often involve multiple services and pipelines working together, making it difficult to assess the broader impact of localized code changes. Existing LLM tools ...