Cameron R. Wolfe

3 papers · 2022–2022 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

ICLR (1) L4DC (1) UAI (1)

Top co-authors

Anastasios Kyrillidis (3) Chen Dun (1) Cheng Wan (1) Nam Sung Kim (1) Youjie Li (1) Yingyan Lin (1) Christopher M. Jermaine (1)

Keywords

model compression (1) neural network pruning (1) sparse signal recovery (1) distributed training (1) filter pruning (1) residual network (1) structured pruning (1) data-parallel training (1) local sgd (1) layer-wise decomposition (1)

Papers

PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication ICLR 2022

i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022

ResIST: Layer-wise decomposition of ResNets for distributed training UAI 2022