Highlights

Overall Winner (1st place) · 2025
As the Cluster System Administrator, I contributed to top results across HPL, Reproduce Challenge, and Mystery App through system-level optimization, HPL-MxP tuning, and application-specific performance improvements.
2nd Place · Best AI Performance Award · 2025
Our top-performing AI track solution maximized inference throughput for the DeepSeek-R1 671B reasoning LLM deployed on GPU infrastructure using the SGLang framework.

Publications (* Equal contribution. Corresponding author.)

COT-FM project teaser
COT-FM: Cluster-wise Optimal Transport Flow Matching
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
Chiensheng Chiang*, Kuan-Hsun Tu*†, Jia-Wei Liao*, Cheng-Fu Chou, Tsung-Wei Ke
RobotArena project teaser
RobotArena ∞: Scalable Robot Benchmarking via Real-to-Sim Translation
International Conference on Learning Representations (ICLR), 2026
Yash Jangir, Yidi Zhang*, Kashu Yamazaki*, Chenyu Zhang*, Kuan-Hsun Tu, Tsung-Wei Ke, Lei Ke, Yonatan Bisk, Katerina Fragkiadaki
DexMan project teaser
DexMan: Learning Bimanual Dexterous Manipulation from Human and Generated Videos
ArXiv 2025
Jhen Hsieh, Kuan-Hsun Tu, Kuo-Han Hung, Tsung-Wei Ke