4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 4 cited
Transformers over Directed Acyclic Graphs
Yuankai Luo, Veronika Thost, Lei Shi
Transformer models have recently gained popularity in graph representation learning as they have the potential to learn complex relationships beyond the ones captured by regular gr…
math.OC2021★ 2 cited
Provably Accelerated Decentralized Gradient Method Over Unbalanced Directed Graphs
Zhuoqing Song, Lei Shi, Shi Pu +1
We consider the decentralized optimization problem, where a network of agents aims to collaboratively minimize the average of their individual smooth and convex objective funct…