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Jundong Li
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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
15712018
Label Informed Attributed Network Embedding
X Huang, J Li, X Hu
ACM International Conference on Web Search and Data Mining (WSDM), 2017
4102017
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
2822017
Accelerated Attributed Network Embedding
X Huang, J Li, X Hu
SIAM International Conference on Data Mining (SDM), 2017
2682017
Challenges of Feature Selection for Big Data Analytics
J Li, H Liu
IEEE Intelligent Systems 32 (2), 9-15, 2017
1852017
A Survey of Learning Causality with Data: Problems and Methods
R Guo, L Cheng, J Li, PR Hahn, H Liu
ACM Computing Surveys, 2020
1692020
Multi-Label Informed Feature Selection
L Jian, J Li, K Shu, H Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2016
1362016
Deep Anomaly Detection on Attributed Networks
K Ding, J Li, R Bhanushali, H Liu
SIAM International Conference on Data Mining (SDM), 2019
1172019
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
962017
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
822015
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
782017
Robust Unsupervised Feature Selection on Networked Data
J Li, X Hu, L Wu, H Liu
SIAM International Conference on Data Mining (SDM), 2016
742016
Interactive Anomaly Detection on Attributed Networks
K Ding, J Li, H Liu
ACM International Conference on Web Search and Data Mining (WSDM), 2019
672019
Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation
J Yu, M Gao, J Li, H Yin, H Liu
ACM International Conference on Information and Knowledge Management (CIKM), 2018
672018
XBully: Cyberbullying Detection within a Multi-Modal Context
L Cheng, J Li, YN Silva, H Hall, Deborah, Liu
ACM International Conference on Web Search and Data Mining (WSDM), 2019
552019
Multi-Layered Network Embedding
J Li, C Chen, H Tong, H Liu
SIAM International Conference on Data Mining (SDM), 2018
552018
Personalized Privacy-Preserving Social Recommendation
X Meng, S Wang, K Shu, J Li, B Chen, H Liu, Y Zhang
AAAI Conference on Artificial Intelligence (AAAI), 2018
552018
Sentiment Informed Cyberbullying Detection in Social Media
H Dani, J Li, H Liu
European Conference on Machine Learning and Principles and Practice of …, 2017
552017
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
542017
ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks
Z Peng, M Luo, J Li, H Liu, Q Zheng
International Joint Conference on Artificial Intelligence (IJCAI), 2018
532018
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