940 citations · 1.4k across the 43 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2021★ 2 cited
SoGCN: Second-Order Graph Convolutional Networks
Peihao Wang, Yuehao Wang, Hua Lin +1
Graph Convolutional Networks (GCN) with multi-hop aggregation is more expressive than one-hop GCN but suffers from higher model complexity. Finding the shortest aggregation range t…
cs.LG2019
Neural Embedding for Physical Manipulations
Lingzhi Zhang, Andong Cao, Rui Li +1
In common real-world robotic operations, action and state spaces can be vast and sometimes unknown, and observations are often relatively sparse. How do we learn the full topology…
cs.LG2019★ 2 cited
Trajectory Normalized Gradients for Distributed Optimization
Jianqiao Wangni, Ke Li, Jianbo Shi +1
Recently, researchers proposed various low-precision gradient compression, for efficient communication in large-scale distributed optimization. Based on these work, we try to reduc…