Publications
This section contains publications published by ISI over the past several decades.
2019
Fast structure learning with modular regularization
Greg Ver Steeg, Hrayr Harutyunyan, Daniel Moyer, Aram Galstyan
Advances in Neural Information Processing Systems 32, 2019
Exact rate-distortion in autoencoders via echo noise
Rob Brekelmans, Daniel Moyer, Aram Galstyan, Greg Ver Steeg
Advances in neural information processing systems 32, 2019
Contextualized cross-lingual event trigger extraction with minimal resources
Meryem M’hamdi, Marjorie Freedman, Jonathan May
Proceedings of the 23rd conference on computational natural language …, 2019
SARAL: A low-resource cross-lingual domain-focused information retrieval system for effective rapid document triage
Elizabeth Boschee, Joel Barry, Jayadev Billa, Marjorie Freedman, Thamme Gowda, Constantine Lignos, Chester Palen-Michel, Michael Pust, Banriskhem Kayang Khonglah, Srikanth Madikeri, Jonathan May, Scott Miller
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
GAIA at SM-KBP 2019-A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.
Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A Szekely, TK Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang
TAC, 2019
Lessons learned: recommendations for implementing a longitudinal study using wearable and environmental sensors in a health care organization
Michelle L'Hommedieu, Justin L'Hommedieu, Cynthia Begay, Alison Schenone, Lida Dimitropoulou, Gayla Margolin, Tiago Falk, Emilio Ferrara, Kristina Lerman, Shrikanth Narayanan
JMIR mHealth and uHealth 7 (12), e13305, 2019
Effects of network structure on subjective preference diversity
Anne Lin, Andreés Abeliuk, Emilio Ferrara
2019 IEEE International Conference on Big Data (Big Data), 3026-3031, 2019
Collaboration drives individual productivity
Goran Murić, Andres Abeliuk, Kristina Lerman, Emilio Ferrara
Proceedings of the ACM on Human-Computer Interaction 3 (CSCW), 1-24, 2019
Evolution of bot and human behavior during elections
Luca Luceri, Ashok Deb, Silvia Giordano, Emilio Ferrara
First Monday 24 (9), 2019
Benchmarks for graph embedding evaluation
Palash Goyal, Di Huang, Ankita Goswami, Sujit Rokka Chhetri, Arquimedes Canedo, Emilio Ferrara
arXiv preprint arXiv:1908.06543, 2019
Dynamics of Attention and Public Opinion in Social Media
Emilio Ferrara
The Oxford Handbook of Networked Communication, 378-397, 2019
Linguistic cues to deception: Identifying political trolls on social media
Aseel Addawood, Adam Badawy, Kristina Lerman, Emilio Ferrara
Proceedings of the international AAAI conference on web and social media 13 …, 2019
Personality and Behavior in Role-based Online Games
Zhao Wang, Anna Sapienza, Aron Culotta, Emilio Ferrara
IEEE Conference on Games, 2019
Understanding Cyberbullying on Instagram and Ask.fm via Social Role Detection
Hsien-Te Kao, Shen Yan, Di Huang, Nathan Bartley, Homa Hosseinmardi, Emilio Ferrara
Companion Proceedings of The 2019 World Wide Web Conference, 183-188, 2019
The DARPA SocialSim Challenge: Massive Multi-Agent Simulations of the Github Ecosystem.
James Blythe, Emilio Ferrara, Di Huang, Kristina Lerman, Goran Muric, Anna Sapienza, Alexey Tregubov, Diogo Pacheco, John Bollenbacher, Alessandro Flammini, Pik-Mai Hui, Filippo Menczer
AAMAS, 1835-1837, 2019
Characterizing Activity on the Deep and Dark Web
Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk, Sandeep Soni, Emilio Ferrara, Kristina Lerman
Companion Proceedings of the 2019 World Wide Web Conference, 206-213, 2019
Red Bots Do It Better: Comparative Analysis of Social Bot Partisan Behavior
Luca Luceri, Ashok Deb, Adam Badawy, Emilio Ferrara
Companion Proceedings of the 2019 World Wide Web Conference, 1007-1012, 2019
Perils and Challenges of Social Media and Election Manipulation Analysis: The 2018 US Midterms
Ashok Deb, Luca Luceri, Adam Badawy, Emilio Ferrara
Companion Proceedings of the 2019 World Wide Web Conference, 237-247, 2019
Arming the public with artificial intelligence to counter social bots
Kai-Cheng Yang, Onur Varol, Clayton A Davis, Emilio Ferrara, Alessandro Flammini, Filippo Menczer
Human Behavior and Emerging Technologies, 48-61, 2019
Learning Adversarial Interactions in Stackelberg Security Games with Limited Data
Boli Fang, Miao Jiang, Alexey Tregubov, James Blythe, Emilio Ferrara
NeurIPS 2019 (Workshop Proceedings), 2019