Baojian Zhou

Reza Babanezhad Harikandeh

Yifan Sun

Xingzhi Guo

Deqing Yang

Yanghua Xiao

CoRR, 2024

2023

Accelerating Personalized PageRank Vector Computation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Fast Online Node Labeling for Very Large Graphs.

[BibT_eX]

[DOI]

Reza Babanezhad Harikandeh

Yifan Sun

Proceedings of the International Conference on Machine Learning, 2023

SubAnom: Efficient Subgraph Anomaly Detection Framework over Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Does It Pay to Optimize AUC?

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Subset Node Anomaly Tracking over Large Dynamic Graphs.

[BibT_eX]

[DOI]

Xingzhi Guo

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets.

[BibT_eX]

[DOI]

Yifan Sun

Proceedings of the International Conference on Machine Learning, 2022

2021

Subset Node Representation Learning over Large Dynamic Graphs.

[BibT_eX]

[DOI]

Xingzhi Guo

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Detecting Media Self-Censorship without Explicit Training Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Online AUC Optimization for Sparse High-Dimensional Datasets.

[BibT_eX]

[DOI]

Yiming Ying

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Stochastic Hard Thresholding Algorithms for AUC Maximization.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Dual Averaging Method for Online Graph-structured Sparsity.

[BibT_eX]

[DOI]

Yiming Ying

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Stochastic Iterative Hard Thresholding for Graph-structured Sparsity Optimization.

[BibT_eX]

[DOI]

Yiming Ying

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

RA Code: A Robust and Aesthetic Code for Resolution-Constrained Applications.

[BibT_eX]

[DOI]

Changsheng Chen

IEEE Trans. Circuits Syst. Video Technol., 2018

PSCluster: Differentially Private Spatial Cluster Detection for Mobile Crowdsourcing Applications.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Communications and Network Security, 2018

2017

Parallel algorithms for anomalous subgraph detection.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2017

A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

An Efficient Algorithm for Optimally Solving a Shortest Vector Problem in Compute-and-Forward Design.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

PiCode: A New Picture-Embedding 2D Barcode.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

A Quadratic Programming Relaxation Approach to Compute-and-Forward Network Coding Design.

[BibT_eX]

[DOI]

Jinming Wen

CoRR, 2016

Technical Report: Graph-Structured Sparse Optimization for Connected Subgraph Detection.

[BibT_eX]

[DOI]

CoRR, 2016

Social Media as a Sensor for Censorship Detection in News Media.

[BibT_eX]

[DOI]

CoRR, 2016

Technical Report: A Generalized Matching Pursuit Approach for Graph-Structured Sparsity.

[BibT_eX]

[DOI]

CoRR, 2016

A Generalized Matching Pursuit Approach for Graph-Structured Sparsity.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Graph-Structured Sparse Optimization for Connected Subgraph Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Research on Optimal Selection Strategy of Search Engine Keywords Based on Multi-armed Bandit.

[BibT_eX]

[DOI]

Juan Qin

Wei Qi

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Graph Topic Scan Statistic for Spatial Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Efficient compute-and-forward design with low communication overhead.

[BibT_eX]

[DOI]

Proceedings of the 2016 22nd Asia-Pacific Conference on Communications (APCC), 2016

On the minimum subspace coding capacity of multiplicative finite-field matrix channels with a given rank distribution.

[BibT_eX]

[DOI]

Proceedings of the 2016 22nd Asia-Pacific Conference on Communications (APCC), 2016

Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Compute-and-forward protocol design based on improved sphere decoding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

A quadratic programming relaxation approach to compute-and-forward network coding design.

[BibT_eX]

[DOI]