activity
20162019
most citedStructural Deep Embedding for Hyper-Networks

73 citations · 90 across the 5 of their papers we have counts for

collaborators

6 papers

eess.IV20191 cited

A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video

Jie, Zhang, Jonathan P. Newman +5

We demonstrated a CMOS imaging system that adapts each pixel's exposure and sampling rate to capture high dynamic range (HDR) videos. The system consist of a custom designed image…

cs.LG20188 cited

Semi-Supervised Convolutional Neural Networks for Human Activity Recognition

Ming Zeng, Tong Yu, Xiao Wang +3

Labeled data used for training activity recognition classifiers are usually limited in terms of size and diversity. Thus, the learned model may not generalize well when used in rea…

cs.SI20178 cited

TIMERS: Error-Bounded SVD Restart on Dynamic Networks

Ziwei Zhang, Peng Cui, Jian Pei +2

Singular Value Decomposition (SVD) is a popular approach in various network applications, such as link prediction and network parameter characterization. Incremental SVD approaches…

cs.SI201773 cited

Structural Deep Embedding for Hyper-Networks

Ke Tu, Peng Cui, Xiao Wang +2

Network embedding has recently attracted lots of attentions in data mining. Existing network embedding methods mainly focus on networks with pairwise relationships. In real world,…

math.DS2017

Numerical algorithms for mean exit time and escape probability of stochastic systems with asymmetric Lévy motion

Xiao Wang, Jinqiao Duan, Xiaofan Li +1

For non-Gaussian stochastic dynamical systems, mean exit time and escape probability are important deterministic quantities, which can be obtained from integro-differential (nonloc…

stat.ML2016

Local Region Sparse Learning for Image-on-Scalar Regression

Yao Chen, Xiao Wang, Linglong Kong +1

Identification of regions of interest (ROI) associated with certain disease has a great impact on public health. Imposing sparsity of pixel values and extracting active regions sim…