Data Intelligence

Adobe Research is developing the next generation of data intelligence technologies. Our scientists are exploring how we can leverage big data to automate decision-making for intervention strategies and to ultimately understanding the causal structure within our world. Our technologies help enterprises better understand and strengthen large-scale digital marketing systems. 

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Ritwik Sinha

Senior Data Scientist

Atanu R Sinha

Principal Scientist

Shubham Agarwal

Research Associate

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Demystifying the Power of Large Language Models in Graph Generation

Wang, Y., Rossi, R., Park, N., Ahmed, N., Koutra, D., Dernoncourt, F., Derr, T. (May. 4, 2025)

NAACL 2025 Findings

A Large-scale Training Paradigm for Graph Generative Models

Wang, Y., Rossi, R., Park, N., Chen, H., Ahmed, N., Trivedi, P., Dernoncourt, F., Koutra, D., Derr, T. (Apr. 28, 2025)

ICLR 2025

ORAgen: Exploring the Design of Attribution through Media Tokenisation

Liddell, F., Tallyn, E., Morgan, E., Balan, K., Disley, M., Koterwas, T., Dixon, B., Moruzzi, C., Collomosse, J., Elsden, C. (Jul. 14, 2024)

ACM Designing Interactive Systems (DIS)

Making Data More Accessible

Presented by researcher Sana Malik, Project Data Unbound aims to bring Experience Cloud data to the user and make that data more accessible to Adobe customers beyond our standard interfaces. This technology also automatically generates captions to explain each data visualization, which could help make this experimental work compatible with smart assistants and screen readers.

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Join us!

We are looking for researchers, engineers, and interns to take our technologies to the next level. We're recruiting, and we would love to hear from you!