39 citations · 246 across the 49 of their papers we have counts for
4 papers · 1 filter
To Learn or Not to Learn: Deep Learning Assisted Wireless Modem Design
S. Xue, A. Li, J. Wang +4
Deep learning is driving a radical paradigm shift in wireless communications, all the way from the application layer down to the physical layer. Despite this, there is an ongoing d…
Spectral-based Graph Convolutional Network for Directed Graphs
Yi Ma, Jianye Hao, Yaodong Yang +3
Graph convolutional networks(GCNs) have become the most popular approaches for graph data in these days because of their powerful ability to extract features from graph. GCNs appro…
Unified Acceleration of High-Order Algorithms under Hölder Continuity and Uniform Convexity
Chaobing Song, Yong Jiang, Yi Ma
In this paper, through a very intuitive vanilla proximal method perspective, we derive accelerated high-order optimization algorithms for minimizing a convex function that has Höld…
End-to-End Wireframe Parsing
Yichao Zhou, Haozhi Qi, Yi Ma
We present a conceptually simple yet effective algorithm to detect wireframes in a given image. Compared to the previous methods which first predict an intermediate heat map and th…