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.

Urban Building Energy Modeling

  • Xiaoyuan
  • Cheng
  • Yuqing
  • Hu
  • Jianxiang
  • Huang
  • Suhang
  • Wang
  • Tianxiang
  • Zhao
  • Enyan
  • Dai
, 2021
on p. 188-195

Using machine learning approach to predict short-term mortality risk of acute myocardial infarction after emergency admission

  • Po Cheng
  • Peng
  • Hsu Chun
  • Chien
  • Prasenjit
  • Mitra
  • Tun Wen
  • Pai
  • Chao Hung
  • Wang
  • Min Hui
  • Liu
, 2021
on p. 2834-2839

What Were People Searching For? A Query Log Analysis of An Academic Search Engine

  • Shaurya
  • Rohatgi
  • C. Lee
  • Giles
  • Jian
  • Wu
, 2021
on p. 342-343

WILSON

  • Yiming
  • Liao
  • Shuguang
  • Wang
  • Dongwon
  • Lee
, 2021
on p. 635-645

Writing by memorizing

  • Xingyi
  • Yang
  • Muchao
  • Ye
  • Quanzeng
  • You
  • Fenglong
  • Ma
, 2021
on p. 5000-5009

“Reach the right people”

  • Kelley
  • Cotter
  • Mel
  • Medeiros
  • Chankyung
  • Pak
  • Kjerstin
  • Thorson
, 2021
, Big Data and Society

“Shadowbanning is not a thing”

  • Kelley
  • Cotter
, 2021
, Information Communication and Society

A Privacy-Preserving Mobile and Fog Computing Framework to Trace and Prevent COVID-19 Community Transmission

  • Md
  • Whaiduzzaman
  • Md Razon
  • Hossain
  • Ahmedur Rahman
  • Shovon
  • Shanto
  • Roy
  • Aron
  • Laszka
  • Rajkumar
  • Buyya
  • Alistair
  • Barros
, 2020
, IEEE Journal of Biomedical and Health Informatics
on p. 3564-3575

A Study of Self-Privacy Violations in Online Public Discourse

  • Prasanna
  • Umar
  • Anna
  • Squicciarini
  • Sarah
  • Rajtmajer
, 2020
, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020
on p. 1041-1050

An Approach for Detection of Advanced Persistent Threat Attacks

  • Qingtian
  • Zou
  • Xiaoyan
  • Sun
  • Peng
  • Liu
  • Anoop
  • Singhal
, 2020
, Computer
on p. 92-96

Device-agnostic Firmware Execution is Possible: A Concolic Execution Approach for Peripheral Emulation

  • Chen
  • Cao
  • Le
  • Guan
  • Jiang
  • Ming
  • Peng
  • Liu
, 2020
, Proceedings - 36th Annual Computer Security Applications Conference, ACSAC 2020
on p. 746-759

Evaluation of image segmentation techniques for image-based rock property estimation

  • Prakash
  • Purswani
  • Zuleima T.
  • Karpyn
  • Khaled
  • Enab
  • Yuan
  • Xue
  • Xiaolei
  • Huang
, 2020
, Journal of Petroleum Science and Engineering

Fragility of a multilayer network of intranational supply chains

  • Michael
  • Gomez
  • Susana
  • Garcia
  • Sarah
  • Rajtmajer
  • Caitlin
  • Grady
  • Alfonso
  • Mejia
, 2020
, Applied Network Science

From prescription to description: Mapping the GDPR to a privacy policy corpus annotation scheme

  • Ellen
  • Poplavska
  • Thomas B.
  • Norton
  • Shomir
  • Wilson
  • Norman
  • Sadeh
, 2020
, Legal Knowledge and Information Systems - JURIX 2020
on p. 243-246

Geographical feature classification from text using (active) convolutional neural networks

  • Liping
  • Yang
  • Alan M.
  • Maceachren
  • Prasenjit
  • Mitra
, 2020
on p. 1182-1198

It Didn't Sound Good with My Cochlear Implants

  • Johnna
  • Blair
  • Saeed
  • Abdullah
, 2020
, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Label-free detection of rare circulating tumor cells by image analysis and machine learning

  • Shen
  • Wang
  • Yuyuan
  • Zhou
  • Xiaochen
  • Qin
  • Suresh
  • Nair
  • Xiaolei
  • Huang
  • Yaling
  • Liu
, 2020
, Scientific reports

Local Ancestry Inference in Large Pedigrees

  • Heming
  • Wang
  • Tamar
  • Sofer
  • Xiang
  • Zhang
  • Robert C.
  • Elston
  • Susan
  • Redline
  • Xiaofeng
  • Zhu
, 2020
, Scientific reports

Making AI Machines Work for Humans in FoW

  • Sihem
  • Amer-Yahia
  • Senjuti
  • Basu Roy
  • Lei
  • Chen
  • Atsuyuki
  • Morishima
  • James
  • Abello Monedero
  • Pierre
  • Bourhis
  • François
  • Charoy
  • Marina
  • Danilevsky
  • Gautam
  • Das
  • Gianluca
  • Demartini
  • Abhishek
  • Dubey
  • Shady
  • Elbassuoni
  • David
  • Gross-Amblard
  • Emilie
  • Hoareau
  • Munenari
  • Inoguchi
  • Jared
  • Kenworthy
  • Itaru
  • Kitahara
  • Dongwon
  • Lee
  • Yunyao
  • Li
  • Ria Mae
  • Borromeo
  • Paolo
  • Papotti
  • Raghav
  • Rao
  • Sudeepa
  • Roy
  • Pierre
  • Senellart
  • Keishi
  • Tajima
  • Saravanan
  • Thirumuruganathan
  • Marion
  • Tommasi
  • Kazutoshi
  • Umemoto
  • Andrea
  • Wiggins
  • Koichiro
  • Yoshida
, 2020
, SIGMOD Record
on p. 30-35

Modeling Updates of Scholarly Webpages Using Archived Data

  • Yasith
  • Jayawardana
  • Alexander C.
  • Nwala
  • Gavindya
  • Jayawardena
  • Jian
  • Wu
  • Sampath
  • Jayarathna
  • Michael L.
  • Nelson
  • C.
  • Lee Giles
, 2020
on p. 1868-1877

Multi-region saliency-aware learning for cross-domain placenta image segmentation

  • Zhuomin
  • Zhang
  • Dolzodmaa
  • Davaasuren
  • Chenyan
  • Wu
  • Jeffery A.
  • Goldstein
  • Alison D.
  • Gernand
  • James Z.
  • Wang
, 2020
, Pattern Recognition Letters
on p. 165-171

Prihook: Differentiated context-aware hook placement for different owners' smartphones

  • Chen
  • Tian
  • Yazhe
  • Wang
  • Peng
  • Liu
  • Yu
  • Wang
  • Ruirui
  • Dai
  • Anyuan
  • Zhou
  • Zhen
  • Xu
, 2020
, Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020
on p. 615-622

Tainting-Assisted and Context-Migrated Symbolic Execution of Android Framework for Vulnerability Discovery and Exploit Generation

  • Lannan
  • Luo
  • Qiang
  • Zeng
  • Chen
  • Cao
  • Kai
  • Chen
  • Jian
  • Liu
  • Limin
  • Liu
  • Neng
  • Gao
  • Min
  • Yang
  • Xinyu
  • Xing
  • Peng
  • Liu
, 2020
, IEEE Transactions on Mobile Computing
on p. 2946-2964

Using deep learning to solve computer security challenges: a survey

  • Yoon Ho
  • Choi
  • Peng
  • Liu
  • Zitong
  • Shang
  • Haizhou
  • Wang
  • Zhilong
  • Wang
  • Lan
  • Zhang
  • Junwei
  • Zhou
  • Qingtian
  • Zou
, 2020
, Cybersecurity

Adaptive Cyber Defense against Multi-Stage Attacks Using Learning-Based POMDP

  • Zhisheng
  • Hu
  • Minghui
  • Zhu
  • Peng
  • Liu
, 2020
, ACM Transactions on Privacy and Security

An integrated state-estimation framework for interdependent water and energy systems

  • Faegheh
  • Moazeni
  • Javad
  • Khazaei
  • Prasenjit
  • Mitra
, 2020
, Journal of Hydrology

Influence of cultural factors on freehand gesture design

  • Huiyue
  • Wu
  • Jinxuan
  • Gai
  • Yu
  • Wang
  • Jiayi
  • Liu
  • Jiali
  • Qiu
  • Jianmin
  • Wang
  • Xiaolong(Luke)
  • Zhang
, 2020
, International Journal of Human Computer Studies

Learning from incomplete labeled data via adversarial data generation

  • Wentao
  • Wang
  • Tyler
  • Derr
  • Yao
  • Ma
  • Suhang
  • Wang
  • Hui
  • Liu
  • Zitao
  • Liu
  • Jiliang
  • Tang
, 2020
, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020
on p. 1316-1321

LP-explain: Local pictorial explanation for outliers

  • Haoyu
  • Liu
  • Fenglong
  • Ma
  • Yaqing
  • Wang
  • Shibo
  • He
  • Jiming
  • Chen
  • Jing
  • Gao
, 2020
, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020
on p. 372-381

MALCOM: Generating malicious comments to attack neural fake news detection models

  • Thai
  • Le
  • Suhang
  • Wang
  • Dongwon
  • Lee
, 2020
, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020
on p. 282-291

Plagiarism Detection of Multi-threaded Programs Using Frequent Behavioral Pattern Mining

  • Zhenzhou
  • Tian
  • Qing
  • Wang
  • Cong
  • Gao
  • Lingwei
  • Chen
  • Dinghao
  • Wu
, 2020
, International Journal of Software Engineering and Knowledge Engineering
on p. 1667-1688

Rethinking local community detection: Query nodes replacement

  • Yuchen
  • Bian
  • Jun
  • Huan
  • Dejing
  • Dou
  • Xiang
  • Zhang
, 2020
, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020
on p. 930-935

Toxic Behaviors in Team-Based Competitive Gaming: The Case of League of Legends

  • Yubo
  • Kou
, 2020
, CHI PLAY 2020 - Proceedings of the Annual Symposium on Computer-Human Interaction in Play
on p. 81-92

Wiwrite: An accurate device-free handwriting recognition system with COTS WiFi

  • Chi
  • Lin
  • Tingting
  • Xu
  • Jie
  • Xiong
  • Fenglong
  • Ma
  • Lei
  • Wang
  • Guowei
  • Wu
, 2020
, Proceedings - 2020 IEEE 40th International Conference on Distributed Computing Systems, ICDCS 2020
on p. 700-709

A tipping point? heightened self-disclosure during the coronavirus pandemic

  • Anna
  • Squicciarini
  • Sarah
  • Rajtmajer
  • Prasanna
  • Umar
  • Taylor
  • Blose
, 2020
, Proceedings - 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence, CogMI 2020
on p. 141-146

AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments

  • Nelson Daniel
  • Troncoso Aldas
  • Sooyeon
  • Lee
  • Chonghan
  • Lee
  • Mary Beth
  • Rosson
  • John M.
  • Carroll
  • Vijaykrishnan
  • Narayanan
, 2020
, ASSETS 2020 - 22nd International ACM SIGACCESS Conference on Computers and Accessibility

Benchmarking Label Dynamics of VirusTotal Engines

  • Shuofei
  • Zhu
  • Ziyi
  • Zhang
  • Limin
  • Yang
  • Linhai
  • Song
  • Gang
  • Wang
, 2020
, CCS 2020 - Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications Security
on p. 2081-2083

Cognitive Modeling of Automation Adaptation in a Time Critical Task

  • Junya
  • Morita
  • Kazuhisa
  • Miwa
  • Akihiro
  • Maehigashi
  • Hitoshi
  • Terai
  • Kazuaki
  • Kojima
  • Frank E.
  • Ritter
, 2020
, Frontiers in Psychology

Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations

  • Alexander
  • Ororbia
  • Ankur
  • Mali
  • C.
  • Lee Giles
  • Daniel
  • Kifer
, 2020
, IEEE Transactions on Neural Networks and Learning Systems
on p. 4267-4278

Dynamical Gaussian Process Latent Variable Model for Representation Learning from Longitudinal Data

  • Thanh
  • Le
  • Vasant
  • Honavar
, 2020
, FODS 2020 - Proceedings of the 2020 ACM-IMS Foundations of Data Science Conference
on p. 183-188

Efficient Knowledge Graph Validation via Cross-Graph Representation Learning

  • Yaqing
  • Wang
  • Fenglong
  • Ma
  • Jing
  • Gao
, 2020
, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management
on p. 1595-1604

Emotion Regulation in eSports Gaming: A Qualitative Study of League of Legends

  • Yubo
  • Kou
  • Xinning
  • Gui
, 2020
, Proceedings of the ACM on Human-Computer Interaction

Game On: Exploring the Effectiveness of Game-based Learning

  • Maxwell
  • Hartt
  • Hadi
  • Hosseini
  • Mehrnaz
  • Mostafapour
, 2020
, Planning Practice and Research
on p. 589-604

Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks

  • Xianfeng
  • Tang
  • Huaxiu
  • Yao
  • Yiwei
  • Sun
  • Yiqi
  • Wang
  • Jiliang
  • Tang
  • Charu
  • Aggarwal
  • Prasenjit
  • Mitra
  • Suhang
  • Wang
, 2020
, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management
on p. 1435-1444

Learning latent perception graphs for personalized unknowns recommendation

  • Lo Pang Yun
  • Ting
  • Shan Yun
  • Teng
  • Suhang
  • Wang
  • Kun Ta
  • Chuang
  • Huan
  • Liu
, 2020
, Proceedings - 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence, CogMI 2020
on p. 32-41

LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction

  • Muchao
  • Ye
  • Junyu
  • Luo
  • Cao
  • Xiao
  • Fenglong
  • Ma
, 2020
, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management
on p. 1753-1762

Mediating Community-AI Interaction through Situated Explanation: The Case of AI-Led Moderation

  • Yubo
  • Kou
  • Xinning
  • Gui
, 2020
, Proceedings of the ACM on Human-Computer Interaction

Mobile Collocated Gaming: Collaborative Play and Meaning-Making on a University Campus

  • Xun
  • Zhang
  • Xinning
  • Gui
  • Yubo
  • Kou
  • Yukun
  • Li
, 2020
, Proceedings of the ACM on Human-Computer Interaction

Popularity prediction on vacation rental websites

  • Yang
  • Li
  • Suhang
  • Wang
  • Yukun
  • Ma
  • Quan
  • Pan
  • Erik
  • Cambria
, 2020
, Neurocomputing
on p. 372-380

Semi-Supervised Graph-to-Graph Translation

  • Tianxiang
  • Zhao
  • Xianfeng
  • Tang
  • Xiang
  • Zhang
  • Suhang
  • Wang
, 2020
, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management
on p. 1863-1872