DMML @ ASU

Leading novel and creative research through the application of data mining, machine learning, social computing, and artificial intelligence

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Latest News

Tutorials: ICDM 2017

Liang Wu, Flippo Menczer, and Huan Liu. "Mining Misinformation in Social Media: Understanding its Rampant Spread, Harm and Intervention"


Publications: CIKM 2017

Jundong Li, Harsh Dani, Xia Hu, Jiliang Tang, Yi Chang, and Huan Liu. "Attributed Network Embedding for Learning in a Dynamic Environment"

Suhang Wang, Charu Aggarwal, Jiliang Tang, and Huan Liu. "Attributed Signed Network Embedding"

 

Publications: KDD 2017

Suhang Wang, Charu Aggarwal, and Huan Liu. "Randomized Feature Engineering as a Fast and Accurate Alternative to Kernel Methods"

Kewei Cheng, Jundong Li, and Huan Liu. " Unsupervised Feature Selection in Signed Social Networks".

 

Tutorials: KDD 2017

Jundong Li, Jiliang Tang, and Huan Liu.  " Recent Advances in Feature Selection: A Data Perspective"

 

Publications: WWW 2017

Suhang Wang, Yilin Wang, Jiliang Tang, Kai Shu, Suhas Ranganath, and Huan Liu. "What Your Images Reveal: Exploiting Visual Contents for Point-of-Interest Recommendation"

 

Publications: ECML-PKDD 2017

Harsh Dani, Jundong Li, and Huan Liu. " Sentiment Informed Cyberbullying Detection in Social Media"

 

Publications: ICWSM 2017

Liang Wu, Xia Hu, Fred Morstatter, and Huan Liu. "Adaptive Spammer Detection with Sparse Group Modeling"

Liang Wu, Xia Hu, and Huan Liu. "Early Identification of Personalized Trending Topics in Microblogging"

Liang Wu, Xia Hu, Fred Morstatter, and Huan Liu. "Detecting Camouflaged Content Polluters"

 

Publications: IJCAI 2017

Jundong Li, Harsh Dani, Xia Hu, and Huan Liu. "Radar: Residual Analysis for Anomaly Detection in Attributed Networks"

 

Publications: SDM 2017

Liang Wu, Jundong Li, Xia Hu, Huan Liu. “Gleaning Wisdom from the Past: Early Detection of Emerging Rumors in Social Media".

Suhang Wang, Charu Aggarwal, and Huan Liu. “Using a Random Forest to Inspire a Neural Network and Improving on It".

Suhang Wang, Yilin Wang, Jiliang Tang, Charu Aggarwal, Suhas Ranganath, and Huan Liu. “Exploiting Hierarchical Structures for Unsupervised Feature Selection”.

Suhang Wang, Jiliang Tang, Charu Aggarwal, Yi Chang, and Huan Liu. “Signed Network Embedding in Social Media

Jundong Li, Liang Wu, Osmar R. Zaïane and Huan Liu. “Toward Personalized Relational Learning”.

 

Publications: AAAI 2017

Kewei Cheng, Jundong Li, Jiliang Tang, and Huan Liu. “Unsupervised Sentiment Analysis with Signed Social Networks”.

 

Publications: BICOB 2017

Robert P. Trevino, Philippe Faucon, Thomas J. Lamkin, Steve A. Kawamoto, Ross Smith and Huan Liu. “Non-parametric Quality Assessment of High-Content Screening Assays”.

 

Publications: IntelliSys 2017

Robert Trevino, Thomas J. Lamkin, Ross Smith, Steve A. Kawamoto, Huan Liu. “Maximum Distance Minimum Error (MDME): A Non-parametric Approach to Feature Selection for Image-Based High Content Screening Data”.

 

Publications: CIKM 2016

Justin Sampson, Fred Morstatter, Liang Wu and Huan Liu. "Leveraging the Implicit Structure within Social Media for Emergent Rumor Detection", short paper.

Suhang Wang, Jiliang Tang, Fred Morstatter and Huan Liu. "Paired Restricted Boltzmann Machine for Linked Data.

Suhang Wang, Jiliang Tang, Charu Aggarwal and Huan Liu. "Linked Document Embedding for Classification.

Kewei Cheng, Jundong Li and Huan Liu. "FeatureMiner: A Tool for Interactive Feature Selection", demo paper.

 

Publications: ASONAM 2016

Fred Morstatter, Liang Wu, Tahora H. Nazer, Kathleen M. Carley, and Huan Liu. "A New Approach to Bot Detection: Striking the Balance between Precision and Recall".

 

Publications: ACL 2016

Fred Morstatter and Huan Liu. "A Novel Measure for Coherence in Statistical Topic Models", short paper.

 

Publications: IJCAI 2016

Ling JianJundong Li, Kai Shu, and Huan Liu. "Multi-Label Informed Feature Selection".

 

Publications: CVPR 2016

Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu and Baoxin Li. "PPP: Joint Pointwise and Pairwise Image Label Prediction".

 

Publications: ICWSM 2016

Ghazaleh Beigi, Jiliang Tang and Huan Liu. "Signed Link Analysis in Social Media Networks", poster paper.

Suhas Ranganth, Xia Hu, Jiliang Tang, Suhang Wang and Huan Liu. "Understanding and Identifying Rhetorical Questions in Social Media", poster paper.

Isaac Jones, Ran Wang, Jiawei Han and Huan Liu.  "Community Cores: Removing Size Bias from Community Detection", poster paper.

Pritam Gundecha, Jiliang Tang, Xia Hu and Huan Liu. "Exploring Personal Attributes from Unprotected Interactions", poster paper.

Jinxue Zhang, Xia Hu, Yanchao Zhang and Huan Liu. "Your Age Is No Secret: Inferring Microbloggers' Ages via Content and Interaction Analysis"

 

Publications: SDM 2016

Ghazaleh Beigi, Jiliang Tang, Suhang Wang, and Huan liu, "Exploiting Emotional Information for Trust/Distrust Prediction".

Jiliang Tang, Charu Aggarwal, and Huan Liu, "Node Classification in Signed Social Networks".

Jundong Li, Xia Hu, Liang Wu, and Huan Liu, "Robust Unsupervised Feature Selection on Networked Data".

 

Publications: WWW 2016

Fred Morstatter, Harsh Dani, Justin Sampson, and Huan liu, "Can One Tamper with the Sample API? - Towards Neutralizing Bias from Spam and Bot Content".

Jiliang Tang, Charu Aggarwal, and Huan Liu, "Recommendation with Signed Social Networks".

 

Publications: WSDM 2016

Liang Wu, Xia Hu, and Huan liu, "Relational Learning wih Social Status Analysis".

Suhas Ranganath, Xia Hu, Jiliang Tang, and Huan Liu, "Understanding and Identifying Advocates of Political Campaigns on Social Media".

 

Publications: AAAI 2016

Jiliang Tang, Suhang Wang, and Huan liu, "Recommendation with Social Dimentions".

Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, and Huan Liu, "Predicting Online Protest Participation of Social Media Users".