Systems & Languages

Adobe Research works to empower developers with new techniques for productive development of efficient, cross-platform applications. We research programming language techniques, compiler technologies, and scalable systems.  Our scientists and engineers work on high performance domain-specific language compilers that make it easy to explore different optimization strategies across CPUs and GPUs on different platforms, and on new techniques based on program synthesis and program verification to assist programmers in developing correct, bug-free code.

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Kanak Mahadik

Research Scientist

Shiv Saini

Principal Research Scientist

Darshan Prasad

Research Engineer

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Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation

Agarwal, S., Sundaresan, S., Mitra, S., Mahapatra, D., Yu, T., Saini, S. (Jun. 22, 2025)

Special Interest Group on Management of Data (SIGMOD)

DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling

Ahmad, S., Yang, Q., Wang, H., Sitaraman, R., Guan, H. (May. 12, 2025)

The Annual Conference on Machine Learning and Systems (MLSys)

Thinking Forward: Memory-Efficient Federated Finetuning of Language Models

Panchal, K., Parikh, N., Choudhary, S., Zhang, L., Brun, Y., Guan, H. (Dec. 11, 2024)

The 38th Annual Conference on Neural Information Processing Systems (NeurIPS)

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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!