Selected Publications

Research in the College of Information Sciences and Technology explores topics across a variety of core and cross-cutting domains. Filter the list below by publication author, research area, and year to explore recent publications from IST researchers.

Weak supervision for fake news detection via reinforcement learning

  • Yaqing
  • Wang
  • Weifeng
  • Yang
  • Fenglong
  • Ma
  • Jin
  • Xu
  • Bin
  • Zhong
  • Qiang
  • Deng
  • Jing
  • Gao
, 2020
on p. 516-523

A hybrid self-attention deep learning framework for multivariate sleep stage classification

  • Ye
  • Yuan
  • Kebin
  • Jia
  • Fenglong
  • Ma
  • Guangxu
  • Xun
  • Yaqing
  • Wang
  • Lu
  • Su
  • Aidong
  • Zhang
, 2019
, BMC bioinformatics

A reliability-aware vehicular crowdsensing system for pothole profiling

  • Weida
  • Zhong
  • Qiuling
  • Suo
  • Fenglong
  • Ma
  • Yunfei
  • Hou
  • Abhishek
  • Gupta
  • Chunming
  • Qiao
  • Lu
  • Su
, 2019
, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

A three-stage real-time detector for traffic signs in large panoramas

  • Yizhi
  • Song
  • Ruochen
  • Fan
  • Sharon
  • Huang
  • Zhe
  • Zhu
  • Ruofeng
  • Tong
, 2019
, Computational Visual Media
on p. 403-416

Algorithmic equity in the hiring of underrepresented IT job candidates

  • Lynette
  • Yarger
  • Fay
  • Cobb Payton
  • Bikalpa
  • Neupane
, 2019
, Online Information Review
on p. 383-395

Automated Tracking of Biopolymer Growth and Network Deformation with TSOAX

  • Ting
  • Xu
  • Christos
  • Langouras
  • Maral Adeli
  • Koudehi
  • Bart E.
  • Vos
  • Ning
  • Wang
  • Gijsje H.
  • Koenderink
  • Xiaolei
  • Huang
  • Dimitrios
  • Vavylonis
, 2019
, Scientific reports

Beyond Leaders and Followers: Understanding Participation Dynamics in Event-Based Social Networks

  • Jiawei
  • Chen
  • Xiying
  • Wang
  • Jordan
  • Beck
  • Chuqing
  • Wu
  • John M.
  • Carroll
, 2019
, International Journal of Human-Computer Interaction
on p. 1892-1905

Establishing microbial composition measurement standards with reference frames

  • James T.
  • Morton
  • Clarisse
  • Marotz
  • Alex
  • Washburne
  • Justin
  • Silverman
  • Livia S.
  • Zaramela
  • Anna
  • Edlund
  • Karsten
  • Zengler
  • Rob
  • Knight
, 2019
, Nature communications

Incorporating medical code descriptions for diagnosis prediction in healthcare

  • Fenglong
  • Ma
  • Yaqing
  • Wang
  • Houping
  • Xiao
  • Ye
  • Yuan
  • Radha
  • Chitta
  • Jing
  • Zhou
  • Jing
  • Gao
, 2019
, BMC medical informatics and decision making

IProWA: A Novel Probabilistic Graphical Model for Crowdsourcing Aggregation

  • Tianqi
  • Wang
  • Houping
  • Xiao
  • Fenglong
  • Ma
  • Jing
  • Gao
, 2019
, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019
on p. 677-682

On Generating Dominators of Customer Preferences

  • Jiang
  • Bian
  • Weibo
  • Wang
  • Xiang
  • Zhang
  • Wei
  • Weng
  • Arthur
  • Huang
  • Zhishan
  • Guo
, 2019
, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019
on p. 2177-2186

Online Federated Multitask Learning

  • Rui
  • Li
  • Fenglong
  • Ma
  • Wenjun
  • Jiang
  • Jing
  • Gao
, 2019
, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019
on p. 215-220

Part-time ride-sharing: Recognizing the context in which drivers ride-share and its impact on platform use

  • Ning F.
  • Ma
  • Benjamin V.
  • Hanrahan
, 2019
, Proceedings of the ACM on Human-Computer Interaction

Phase-field modeling and machine learning of electric-thermal-mechanical breakdown of polymer-based dielectrics

  • Zhong Hui
  • Shen
  • Jian Jun
  • Wang
  • Jian Yong
  • Jiang
  • Sharon X.
  • Huang
  • Yuan Hua
  • Lin
  • Ce Wen
  • Nan
  • Long Qing
  • Chen
  • Yang
  • Shen
, 2019
, Nature communications

Predicting Influence Probabilities using Graph Convolutional Networks

  • Jing
  • Liu
  • Yudi
  • Chen
  • Duanshun
  • Li
  • Noseong
  • Park
  • Kisung
  • Lee
  • Dongwon
  • Lee
, 2019
, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019
on p. 860-869

Stimulus-Response and Response-Effect Compatibility With Touchless Gestures and Moving Action Effects

  • Markus
  • Janczyk
  • Aiping
  • Xiong
  • Robert W.
  • Proctor
, 2019
, Human Factors
on p. 1297-1314

Toward Image Privacy Classification and Spatial Attribution of Private Content

  • Haoti
  • Zhong
  • Hao
  • Li
  • Anna
  • Squicciarini
  • Sarah
  • Rajtmajer
  • David
  • Miller
, 2019
, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019
on p. 1351-1360

A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction

  • Antonio Jesús
  • Fernández-García
  • Luis
  • Iribarne
  • Antonio
  • Corral
  • Javier
  • Criado
  • James Z.
  • Wang
, 2019
, Universal Access in the Information Society
on p. 747-770

Adaptive neural network for node classification in dynamic networks

  • Dongkuan
  • Xu
  • Wei
  • Cheng
  • Dongsheng
  • Luo
  • Yameng
  • Gu
  • Xiao
  • Liu
  • Jingchao
  • Ni
  • Bo
  • Zong
  • Haifeng
  • Chen
  • Xiang
  • Zhang
, 2019
, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019
on p. 1402-1407

Adaptive structural co-regularization for unsupervised multi-view feature selection

  • Tsung Yu
  • Hsieh
  • Yiwei
  • Sun
  • Suhang
  • Wang
  • Vasant
  • Honavar
, 2019
, Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019
on p. 87-96

Automated finite state machine extraction

  • Yongheng
  • Chen
  • Linhai
  • Song
  • Xinyu
  • Xing
  • Fengyuan
  • Xu
  • Wenfei
  • Wu
, 2019
, FEAST 2019 - Proceedings of the 3rd ACM Workshop on Forming an Ecosystem Around Software Transformation
on p. 9-15

Beyond word2vec: Distance-graph tensor factorization for word and document embeddings

  • Suhang
  • Wang
  • Charu
  • Aggarwal
  • Huan
  • Liu
, 2019
, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management
on p. 1041-1050

Biomarker discovery in inflammatory bowel diseases using network-based feature selection

  • Mostafa
  • Abbas
  • John
  • Matta
  • Thanh
  • Le
  • Halima
  • Bensmail
  • Tayo
  • Obafemi-Ajayi
  • Vasant
  • Honavar
  • Yasser
  • EL-Manzalawy
, 2019
, PloS one

Culturally-embedded visual literacy: A study of impression management via emoticon, emoji, sticker, and meme on social media in China

  • Yuan
  • Wang
  • Yukun
  • Li
  • Xinning
  • Gui
  • Yubo
  • Kou
  • Fenglian
  • Liu
, 2019
, Proceedings of the ACM on Human-Computer Interaction

dEFEND: A system for explainable fake news detection

  • Limeng
  • Cui
  • Kai
  • Shu
  • Suhang
  • Wang
  • Dongwon
  • Lee
  • Huan
  • Liu
, 2019
, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management
on p. 2961-2964

Detection and mitigation of attacks on transportation networks as a multi-stage security game

  • Aron
  • Laszka
  • Waseem
  • Abbas
  • Yevgeniy
  • Vorobeychik
  • Xenofon
  • Koutsoukos
, 2019
, Computers and Security

Discovering reliable evidence of data misuse by exploiting rule redundancy

  • L.
  • Genga
  • Nicola
  • Zannone
  • Anna
  • Squicciarini
, 2019
, Computers and Security

Document-level multi-aspect sentiment classification for online reviews of medical experts

  • Tian
  • Shi
  • Suhang
  • Wang
  • Vineeth
  • Rakesh
  • Chandan K.
  • Reddy
, 2019
, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management
on p. 2723-2731

How professionals support amateurs' creativity within the brewing community

  • Tifany
  • Knearem
  • Xiying
  • Wang
  • John M.
  • Carroll
, 2019
, CSCW 2019 Companion - Conference Companion Publication of the 2019 Computer Supported Cooperative Work and Social Computing
on p. 252-256

Hybrid deep pairwise classification for author name disambiguation

  • Kunho
  • Kim
  • Shaurya
  • Rohatgi
  • C.
  • Lee Giles
, 2019
, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management
on p. 2369-2372

Investigating users' perceptions of light behaviors in smart-speakers

  • Sahiti
  • Kunchay
  • Shan
  • Wang
  • Saeed
  • Abdullah
, 2019
, CSCW 2019 Companion - Conference Companion Publication of the 2019 Computer Supported Cooperative Work and Social Computing
on p. 262-266

IoT S&P 2019: 2nd workshop on internet of things security and privacy

  • Peng
  • Liu
  • Yuqing
  • Zhang
, 2019
, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security
on p. 2713-2714

Live streaming as co-performance: Dynamics between center and periphery in theatrical engagement

  • Jie
  • Li
  • Xinning
  • Gui
  • Yubo
  • Kou
  • Yukun
  • Li
, 2019
, Proceedings of the ACM on Human-Computer Interaction

MetaHunt: Towards Taming Malware Mutation via Studying the Evolution of Metamorphic Virus

  • Li
  • Wang
  • Dongpeng
  • Xu
  • Jiang
  • Ming
  • Yu
  • Fu
  • Dinghao
  • Wu
, 2019
, SPRO 2019 - Proceedings of the 3rd ACM Workshop on Software Protection
on p. 15-26

PATHFINDER: Graph-based itemset embedding for learning course recommendation and beyond

  • Jiasheng
  • Zhang
  • Thai
  • Le
  • Yiming
  • Liao
  • Dongwon
  • Lee
, 2019
, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019
on p. 1122-1125

Post-incident audits on cyber insurance discounts

  • Sakshyam
  • Panda
  • Daniel W.
  • Woods
  • Aron
  • Laszka
  • Andrew
  • Fielder
  • Emmanouil
  • Panaousis
, 2019
, Computers and Security

Rating mechanisms for sustainability of crowdsourcing platforms

  • Chenxi
  • Qiu
  • Anna
  • Squicciarini
  • Sarah
  • Rajtmajer
, 2019
, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management
on p. 2003-2012

The built environment and Syrian refugee integration in Turkey: An analysis of mobile phone data

  • Clio
  • Andris
  • Brynne
  • Godfrey
  • Carleen
  • Maitland
  • Matthew
  • McGee
, 2019
, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Geospatial Humanities, GeoHumanities 2019

Towards privacy preserving social recommendation under personalized privacy settings

  • Xuying
  • Meng
  • Suhang
  • Wang
  • Kai
  • Shu
  • Jundong
  • Li
  • Bo
  • Chen
  • Huan
  • Liu
  • Yujun
  • Zhang
, 2019
, World Wide Web
on p. 2853-2881

Understanding the needs and challenges of using conversational agents for deaf older adults

  • Johnna
  • Blair
  • Saeed
  • Abdullah
, 2019
, CSCW 2019 Companion - Conference Companion Publication of the 2019 Computer Supported Cooperative Work and Social Computing
on p. 161-165

Unsupervised multi-stage attack detection framework without details on single-stage attacks

  • Jinmyeong
  • Shin
  • Seok Hwan
  • Choi
  • Peng
  • Liu
  • Yoon Ho
  • Choi
, 2019
, Future Generation Computer Systems
on p. 811-825

Unsupervised representation learning of spatial data via multimodal embedding

  • Porter
  • Jenkins
  • Ahmad
  • Farag
  • Suhang
  • Wang
  • Zhenhui
  • Li
, 2019
, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management
on p. 1993-2002

Where does it go? Refining indirect-call targets with multi-layer type analysis

  • Kangjie
  • Lu
  • Hong
  • Hu
, 2019
, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security
on p. 1867-1881

Xmark: Dynamic Software Watermarking Using Collatz Conjecture

  • Haoyu
  • Ma
  • Chunfu
  • Jia
  • Shijia
  • Li
  • Wantong
  • Zheng
  • Dinghao
  • Wu
, 2019
, IEEE Transactions on Information Forensics and Security
on p. 2859-2874

A hybrid approach for identifying the structure of a Bayesian network model

  • Lida
  • Huang
  • Guoray
  • Cai
  • Hongyong
  • Yuan
  • Jianguo
  • Chen
, 2019
, Expert Systems With Applications
on p. 308-320

Communicating design-related intellectual influence: Towards visual references

  • Jordan
  • Beck
  • Omar
  • Sosa-Tzec
  • John M.
  • Carroll
, 2019
, SIGDOC 2019 - Proceedings of the 37th ACM International Conference on the Design of Communication

Content Matters: How Online Language Content Gives Rise to Digital Divides

  • Rob
  • Grace
  • Caroline
  • Stratton
  • Fred
  • Fonseca
, 2019
, Social Science Quarterly
on p. 1999-2016

DarkReader: Bridging the gap between perception and reality of power consumption in smartphones for blind users

  • Jian
  • Xu
  • Syed Masum
  • Billah
  • Aruna
  • Balasubramanian
  • Roy
  • Shilkrot
, 2019
, ASSETS 2019 - 21st International ACM SIGACCESS Conference on Computers and Accessibility
on p. 96-104

Opening the blackbox of virustotal: Analyzing online phishing scan engines

  • Peng
  • Peng
  • Limin
  • Yang
  • Linhai
  • Song
  • Gang
  • Wang
, 2019
, IMC 2019 - Proceedings of the 2019 ACM Internet Measurement Conference
on p. 478-485

Summarizing Situational Tweets in Crisis Scenarios: An Extractive-Abstractive Approach

  • Koustav
  • Rudra
  • Pawan
  • Goyal
  • Niloy
  • Ganguly
  • Muhammad
  • Imran
  • Prasenjit
  • Mitra
, 2019
, IEEE Transactions on Computational Social Systems
on p. 981-993