UMNApex-Lab

UMN @UMNCSE APEX(Algorithm-Platform Exploration for Efficient AI ) Lab, led by Prof. Caiwen Ding @KevinDing11. MLSys | Agent | LLM | Computer Architecture

[UMNApex-Lab @UMNApexlab]

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[UMNApex-Lab @UMNApexlab]

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[UMNApex-Lab @UMNApexlab]

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[UMNApex-Lab @UMNApexlab]

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[UMNApex-Lab @UMNApexlab]

🚀 Welcome to UMN APEX Lab!

We are the Algorithm-Platform Exploration for Efficient AI Lab at the University of Minnesota.

🔬 Our research spans efficient AI systems, LLM agents, GPU/FPGA acceleration, ML for EDA, graph neural networks, model compression, privacy-preserving ML, and hardware/software co-design.

⚡ We explore the full stack — from algorithms to platforms — to make AI more efficient, scalable, and deployable.

🌐 Learn more: https://t.co/KWlxNR6dMf
Github repo:
https://t.co/bKdAv6YBeH

Follow us for lab news, papers, projects, and open-source updates! ✨

#EfficientAI #MLSystems #LLM #Agents #GPU #EDA #AI