Mengyue (Xi) Huang

Mengyue (Xi) Huang

SUN YAT-SEN UNIVERSITY

I received my master’s degree from arcSYSu at SUN YAT-SEN University, supervised by Assistant Professor Xianwei Zhang. Before that, I received my B.Eng. degree from Chongqing University.

My primary research interest lies in the field of GPU systems and memory architectures. Specially now I am focusing on cache bypass, kernel fusion, and performance analysis. If you are interested in discussing with me, welcome and feel free to drop me an email (ximyanne@proton.me, mengyueh@outlook.com) or reach out via WeChat (ID: mengyue414141).

I’m taking a gap year to work on my PhD applications. Should you have an opening and take interest in my background, please feel free to contact me at mengyueh@outlook.com

📝 Publications

  • DeepSim: SOL-based Explainable GPU Performance Projection with Multi-Task Learning
    • Mengyue Huang, Zhanhui Li, Tim Purell, Mingqiao Li, Zhengru Wang, Nirmal Saxena
    • Accepted at SC 2026 (The International Conference for High Performance Computing, Networking, Storage, and Analysis), Chicago, IL, USA, Nov. 15–20, 2026.
  • Mpache: Interaction Aware Multi-level Cache Bypassing on GPUs
    • Mengyue Xi, Tianyu Guo, Xuanteng Huang, Zejia Lin, Xianwei Zhang*
    • The 30th Asia and South Pacific Design Automation Conference (ASP-DAC), Tokyo Odaiba Miraikan, Japan, January 2025.
  • CacheC: LLM-based GPU Cache Management to Enhance Kernel Concurrency
    • Mengyue Xi, Jingyi He, Xianwei Zhang*
    • The 31st European Conference on Parallel and Distributed Processing (Euro-Par), Dresden, Germany, August 25–29, 2025.
  • GoPTX: Fine-grained GPU Kernel Fusion by PTX-level Instruction Weaving
    • Kan Wu, Zejia Lin, Mengyue Xi, Zhongchun Zheng, Wenxuan Pan, Xianwei Zhang, Yutong Lu
    • Accepted by DAC 2025.

💻 Internships

  • 2025.02 - 2026.02, NVIDIA, Accelerated Compute System Performance Architect Intern, China.

  • 2022.10 - 2023.08, Cider, Recommendation Engineering Intern, China.

🌞 Academic Services

📖 Educations

  • 2023.09 - 2026.06, Master, SUN YAT-SEN University (GPA: 94.42/100.00, Rank: 2/78), Guangzhou.
  • 2019.09 - 2023.06, Undergraduate, Chongqing University (GPA: 90.63/100, Rank: 16/219), Chongqing.

🏅 Honors and Awards

  • First-Class Scholarship, Samsung Scholarship, Sun Yat-sen University (2024)
  • Outstanding Graduate, Distinguished Student, Outstanding Student, and Outstanding Student Cadre of Chongqing University, 2020 - 2023
  • National Inspirational Scholarship in Chongqing University, 2021.
  • National Scholarship in Chongqing University, 2020
  • Comprehensive Scholarship of Chongqing University (6-time), 2019 - 2022.