Welcome to the Intel AI Lab

We are a dynamic research group within Intel Labs. We build multi-modal, complex reasoning systems at scale. We perform 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. We 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 including video-llm focused on fined-grained temporal understanding. We do advanced research on AI for chip design and deep learning workload optimization. Finally, we are accelerating and democratizing AI for science - focusing on new benchmarks and tools for Material Science and Protein Synthesis.

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

We do joint-research with academia.

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🔥 News

February 2025 : We are co-organizing a workshop SCOPE at ICLR 2025 .
January 2025 : 7 papers accepted at ICLR 2025
October 2024 : 4 papers accepted at WACV 2025
September 2024 : 2 conference papers, 1 DB track paper, co-organizing 2 workshops, 13 workshop papers accepted at NeurIPS 2024
August 2024 : 3 conference papers accepted at ICLR 2024

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