Social Media Analysis

Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter ACL 2017 Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction EMNLP 2017 Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ACL 2017 Beyond Exchangeability: The Chinese Voting Process NeurIPS 2016 Estimating the Size of a Large Network and its Communities from a Random Sample NeurIPS 2016 Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution NeurIPS 2016 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NeurIPS 2015 The S-Hock Dataset: Analyzing Crowds at the Stadium CVPR 2015 Learning Time-Varying Coverage Functions NeurIPS 2014 Shaping Social Activity by Incentivizing Users NeurIPS 2014 Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Nested Chinese Restaurant Franchise Process: Applications to User Tracking and Document Modeling ICML 2013 Learning to Discover Social Circles in Ego Networks NeurIPS 2012 Topic-Partitioned Multinetwork Embeddings NeurIPS 2012 Reconstructing Patterns of Information Diffusion from Incomplete Observations NeurIPS 2011 Modeling Social Annotation Data with Content Relevance using a Topic Model NeurIPS 2009 Mixed Membership Stochastic Blockmodels NeurIPS 2008