Yi Pan

I am Yi Pan (chinese: 潘屹, nickname: Conless), an incoming Ph.D. student in Sky Computing Lab at UC Berkeley, advised by Prof. Ion Stoica. I received my B.Eng. in Computer Science from ACM Honors Class at Shanghai Jiao Tong University. During my undergraduate years, I was fortunate to work with Prof. Baris Kasikci and Prof. Stephanie Wang at UW SyFI Lab, and with Prof. Quan Chen at SJTU EPCC Lab.

My research interests lie in computer systems and AI. Currently, I am working on building efficient and scalable systems for LLM training and inference.

Selected Publications

MLSys ’26

DynaFlow: Transparent and Flexible Intra-Device Parallelism via Programmable Operator Scheduling

Yi Pan, Yile Gu, Jinbin Luo, Yibo Wu, Ziren Wang, Hongtao Zhang, Ziyi Xu, Shengkai Lin, Baris Kasikci, and Stephanie Wang
NSDI ’27

Magneton: Optimizing Energy Efficiency of ML Systems via Differential Energy Debugging

Yi Pan*, Wenbo Qian*, Dedong Xie, Ruiyan Hu, Yigong Hu, and Baris Kasikci
NSDI ’26

MuxTune: Efficient Multi-Task LLM Fine-Tuning via Spatial-Temporal Backbone Multiplexing

Chunyu Xue*, Yi Pan*, Weihao Cui, Quan Chen, Shulai Zhang, Bingsheng He, and Minyi Guo