180 citations · 1.1k across the 125 of their papers we have counts for
14 papers · 1 filter
Efficient Spatial Nearest Neighbor Queries Based on Multi-layer Voronoi Diagrams
Yang Li, Gang Liu, Junbin Gao +3
Nearest neighbor (NN) problem is an important scientific problem. The NN query, to find the closest one to a given query point among a set of points, is widely used in applications…
UGC-VIDEO: perceptual quality assessment of user-generated videos
Yang Li, Shengbin Meng, Xinfeng Zhang +3
Recent years have witnessed an ever-expandingvolume of user-generated content (UGC) videos available on the Internet. Nevertheless, progress on perceptual quality assessmentof UGC…
What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning
Yang Li, Thomas Strohmer
Machine learning at the edge offers great benefits such as increased privacy and security, low latency, and more autonomy. However, a major challenge is that many devices, in parti…
Flow Models for Arbitrary Conditional Likelihoods
Yang Li, Shoaib Akbar, Junier B. Oliva
Understanding the dependencies among features of a dataset is at the core of most unsupervised learning tasks. However, a majority of generative modeling approaches are focused sol…
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data
Yang Li, José M. F. Moura
Spatial and time-dependent data is of interest in many applications. This task is difficult due to its complex spatial dependency, long-range temporal dependency, data non-stationa…
Neural Plasticity Networks
Yang Li, Shihao Ji
Neural plasticity is an important functionality of human brain, in which number of neurons and synapses can shrink or expand in response to stimuli throughout the span of life. We…