Noodle Lab

We are a dynamic research group in the Department of Computer Science and Engineering at UT Arlington (UTA), located in Dallas-Fort Worth Metroplex. We aim to build next-generation efficient spatial and multimodal intelligence systems for diverse computing platforms. Particularly, we address efficiency problems fundamentally with advanced mathematical tools and algorithm-system co-optimization, developing the corresponding low-cost and high-performance system/hardware execution frameworks.

Our lab is exclusively equipped with multiple high-performance computing servers worth a total of $150K (two 8-Ada6000 servers and two dual-4090 servers). Our department is building a high-performance computing cluster with 6 nodes (each node has eight H100 GPU cards). We are open to collaborate and exchange ideas with external researchers.

Recent News

  • [04/2025] One paper is accepted to HPDC 2025.
  • [04/2025] Our AdaCM2 receives CVPR 2025 Highlight (top 3% among 13,000 submissions). Congrats to Yuanbin!
  • [03/2025] Our NeurLZ, is accepted to ICS 2025. Congrats to Wenqi!
  • [02/2025] Our GaussianSpa and AdaCM2 are accepted to CVPR 2025. Congrats to the students!
  • [11/2024] Dr. Yin is invited to serve on the technical program committee of DAC 2025.
  • [10/2024] Dr. Yin is invited to serve on the technical program committee of MLSys 2025.
  • [09/2024] One paper is accepted to NeurIPS 2024.
  • [08/2024] Dr. Yin is invited to serve as a program committee member of PPoPP 2025.
  • [04/2024] We have been awarded $70,000 for supporting mobile intelligence research. Thanks to the College of Engineering!

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We are grateful for the starting grant from the Department of Computer Science and Engineering at UT Arlington and the Rising STARs funding from the UT System.