Welcome to the Intel Multimodal AI Innovation Lab

We are a dynamic research group within Intel Solution EcoSystem Engineering and Innovation. We build multi-modal, complex reasoning systems at scale. We had performed core research in Foundation Models, Graph Learning, Combinatorial Optimization and explore emerging application areas including Knowledge Graph Reasoning, Video Understanding-Generation, Chip Design and AI for Science with the notion of Scalable and Novel AI Primitives in the recent past. We had built one of the fastest billion-scale graph learning platforms, and one of the first foundation models for knowledge graph reasoning. We did “long-form” video understanding research using sparse transformers and graphs and producing state-of-the-art on many academic benchmarks. We do forefront research on efficient multimodal generative AI applications including video understanding and generation.

To this end, we develop …… (see Research).

We do joint-research with academia.

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🔥 News

Apr 2026 : Main conference and Findings papers accepted at ACL 2026 .
Jan 2026 : papers accepted at ICLR 2026 and MLSys 2026 .
June 2025 : 2 papers accepted at ICCV 2025 .
May 2025 : Congratulations to Souvik Kundu for receiving the INNS Young Investigator Award .
May 2025 : Two papers accepted to ICML 2025 .

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