Building efficient intelligence systems for spatial AI, scientific computing, and multimodal media.

What We Do

From AI models to deployable systems

Explore Research

We are a dynamic research group in the Department of Computer Science and Engineering at UT Arlington, located in the Dallas-Fort Worth Metroplex. Our research centers on AI computing and learning systems, with a focus on making AI faster, more efficient, and easier to deploy. We address AI efficiency challenges through algorithm-system co-optimization and develop low-cost, high-performance systems and hardware for real-world applications.

Computing Resources

$200K dedicated lab servers
48 H100 GPUs in department cluster

Our lab is exclusively equipped with multiple high-performance computing servers worth a total of $200K. Our department also provides access to a high-performance computing cluster with six nodes, each with eight H100 GPU cards.

Recent News

  • [05/2026] Yuanbin and Wenqi start their internships at Orbifold AI and Argonne National Laboratory, respectively. Enjoy the summer in Las Altos and Chicago!
  • [05/2026] Dr. Yin receives the NSF CAREER Award. Thanks to NSF and all students!
  • [04/2026] Our Turbo4DGen and WhisperSplat are accepted to ICML 2026. Congrats to Yuanbin and collaborators!
  • [01/2026] One paper is accepted to ICLR 2026.
  • [11/2025] One paper is accepted to ASPLOS 2026.
  • [09/2025] We receive the NVIDIA Academic Research Award.
  • [08/2025] Dr. Yin is invited to serve on the Technical Program Committee of MLSys 2026.
  • [06/2025] We have been awarded $20,000 for accelerating chemical analysis from the UTA Interdisciplinary Research Program. Thanks to Dr. Dasgupta!
  • [06/2025] Dr. Yin receives the DAC 2025 Outstanding Reviewer.
  • [05/2025] Wenqi receives the ICS 2025 Travel Grant (only four awardees this year). Congrats!
  • [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!
  • [03/2024] Dr. Yin is invited to serve as an NSF Panelist.
  • [02/2024] One paper is accepted to ASPLOS 2024. Thanks to Dr. Wei Niu and other collaborators!
  • [01/2024] We have been awarded 24,000 SUs at Lonestar6-GPU cluster. Thanks to TACC!
  • [12/2023] Receive Azure credits of $20,000 from Accelerating Foundation Model Research (AFMR) initiative. Thanks to Microsoft!
  • [09/2023] One paper is accepted to NeurIPS 2023. Thanks to collaborators!
  • [09/2023] Dr. Yin receives the Rising STARs award with $100,000. Thanks to UT System!
  • [08/2023] Welcome Wenqi, the first Ph.D. student in Noodle lab!
We are grateful for the support from the following institutions: