Jundong Li
Title
Cited by
Cited by
Year
Feature Selection: A Data Perspective
J Li, K Cheng, S Wang, F Morstatter, RP Trevino, J Tang, H Liu
ACM Computing Surveys 50 (6), 94, 2018
6852018
Label Informed Attributed Network Embedding
X Huang, J Li, X Hu
ACM International Conference on Web Search and Data Mining (WSDM), 2017
2492017
Accelerated Attributed Network Embedding
X Huang, J Li, X Hu
SIAM International Conference on Data Mining (SDM), 2017
1612017
Attributed Network Embedding for Learning in a Dynamic Environment
J Li, H Dani, X Hu, J Tang, Y Chang, H Liu
ACM International Conference on Information and Knowledge Management (CIKM), 2017
1532017
Challenges of Feature Selection for Big Data Analytics
J Li, H Liu
IEEE Intelligent Systems 32 (2), 9-15, 2017
952017
Multi-Label Informed Feature Selection
L Jian, J Li, K Shu, H Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2016
672016
Unsupervised Streaming Feature Selection in Social Media
J Li, X Hu, J Tang, H Liu
ACM International on Conference on Information and Knowledge Management (CIKM), 2015
572015
Robust Unsupervised Feature Selection on Networked Data
J Li, X Hu, L Wu, H Liu
SIAM International Conference on Data Mining (SDM), 2016
512016
Gleaning Wisdom From The Past: Early Detection of Emerging Rumors in Social Media
L Wu, J Li, X Hu, H Liu
SIAM International Conference on Data Mining (SDM), 2017
452017
Radar: Residual Analysis for Anomaly Detection in Attributed Networks
J Li, H Dani, X Hu, H Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2017
382017
Unsupervised Sentiment Analysis with Signed Social Networks
K Cheng, J Li, J Tang, H Liu
AAAI Conference on Artificial Intelligence (AAAI), 2017
292017
Unsupervised Feature Selection in Signed Social Networks
K Cheng, J Li, H Liu
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2017
292017
Reconstruction-based Unsupervised Feature Selection: An Embedded Approach
J Li, J Tang, H Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2017
282017
Streaming Link Prediction on Dynamic Attributed Networks
J Li, K Cheng, L Wu, H Liu
ACM International Conference on Web Search and Data Mining (WSDM), 2018
272018
Toward Online Node Classification on Streaming Networks
L Jian, J Li, H Liu
Data Mining and Knowledge Discovery 32 (1), 231-257, 2018
272018
Understanding and Discovering Deliberate Self-harm Content in Social Media
Y Wang, J Tang, J Li, B Li, Y Wan, C Mellina, N O'Hare, Y Chang
International Conference on World Wide Web (WWW), 2017
272017
On Discovering Co-Location Patterns in Datasets: A Case Study of Pollutants and Child Cancers
J Li, A Adilmagambetov, MSM Jabbar, OR Zaļane, A Osornio-Vargas, ...
GeoInformatica 20 (4), 651-692, 2016
272016
Toward Time-Evolving Feature Selection on Dynamic Networks
J Li, X Hu, L Jian, H Liu
IEEE International Conference on Data Mining (ICDM), 2016
262016
A Survey of Learning Causality with Data: Problems and Methods
R Guo, L Cheng, J Li, PR Hahn, H Liu
ACM Computing Surveys, 2020
252020
Multi-Layered Network Embedding
J Li, C Chen, H Tong, H Liu
SIAM International Conference on Data Mining (SDM), 2018
252018
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