Research

Publications

Learning Latent Superstructures in Variational Autoencoders for Deep Multidimensional Clustering
Xiaopeng Li, Zhourong Chen and Nevin L. Zhang
International Conference on Learning Representations 2019
Media: [arXiv]

Building Sparse Deep Feedforward Networks using Tree Receptive Fields
Xiaopeng Li, Zhourong Chen and Nevin L. Zhang
International Joint Conference on Artificial Intelligence 2018
Media: [arXiv][github]

Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion
Zhourong Chen, Xiaopeng Li and Nevin L. Zhang
arXiv 2018
Media: [arXiv]

Relational Variational Autoencoder for Link Prediction with Multimedia Data
X. Li and J. She
ACM SIGMM International Conference on Multimedia Thematic Workshop 2017
Media: [paper][github]

Collaborative Variational Autoencoder for Recommender Systems
X. Li and J. She
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2017
Media: [paper][github]

A Bayesian Neural Network for Deep Learning in Mobile Multimedia using Small Data
X. Li, J. She and M. Cheung
Submitted to ACM Trans. Multimedia Comput. Commun. Appl. (Under Review) 2016
Media: [paper]

Connection Discovery using Shared Images by Gaussian Relational Topic Model
X. Li, M. Cheung and J. She
IEEE International Conference on Big Data 2016
Media: [paper][github]

A Distributed Streaming Framework for Connection Discovery Using Shared Videos
X. Li, M. Cheung and J. She
ACM Trans. Multimedia Comput. Commun. Appl. Sep. 18, 2017
Media: [paper]

An Efficient Computation Framework for Connection Discovery using Shared Images
M. Cheung, X. Li and J. She
ACM Trans. Multimedia Comput. Commun. Appl. Aug. 29, 2017
Media: [paper]

Dance Background Image Recommendation with Deep Matrix Factorization
J. Wen, J. She, X. Li and H. Mao
ACM Trans. Multimedia Comput. Commun. Appl. 2018
Media: [paper]

Visual Background Recommendation for Dance Performances Using Dancer-Shared Images
J. Wen, X. Li, J. She, S. Park and M. Cheung
IEEE International Conference on Cyber Physical and Social Computing 2016
Media: [paper]

Non-user Generated Annotation on User Shared Images for Connection Discovery
M. Cheung, J. She and X. Li
IEEE International Conference on Cyber Physical and Social Computing 2015
Media: [paper]