I have a track record of contributing to CNN efficient inference during my undergrad study. Particularly, I designed channel pruning to effectively prune channels. I further proposed AMC to sample the design space of channel pruning via reinforcement learning, which greatly improved the performance.

I served as a reviewer for ECCV'20, ICML'20, CVPR'20, ICLR'20, ICCV'19, CVPR'19, ICLR'19, NIPS'18, Pattern Recognition Letters, TIP and IJCV.