Hi, I am Sheng-Chun Kao. You can call me Felix.
I am a software engineer in Waymo. I recevied my Ph.D. degree from ECE in Georgia Institute of Techonology in 2022.
My research interest spans across machine learning and computer architecture. I am actively working on ML, ML-assisted accelerator design, and Design Space Exploration.
ML-based automation, RLs, GA-based optimization, Transformer, Efficient attention for long sequence, Pruning, Quantization, Neural architecture search
DNN accelerator, DNN Mapping/Dataflow, Algorithm-HW co-design