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.

All the Wiser: Fake News Intervention Using User Reading Preferences

  • Kuan Chieh
  • Lo
  • Shih Chieh
  • Dai
  • Aiping
  • Xiong
  • Jing
  • Jiang
  • Lun Wei
  • Ku
, 2021
, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining
on p. 1069-1072

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals

  • Tsung Yu
  • Hsieh
  • Suhang
  • Wang
  • Yiwei
  • Sun
  • Vasant
  • Honavar
, 2021
, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining
on p. 607-615

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals

  • Tsung Yu
  • Hsieh
  • Suhang
  • Wang
  • Yiwei
  • Sun
  • Vasant
  • Honavar
, 2021
, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining
on p. 607-615

Towards graph-based class-imbalance learning for hospital readmission

  • Guodong
  • Du
  • Jia
  • Zhang
  • Fenglong
  • Ma
  • Min
  • Zhao
  • Yaojin
  • Lin
  • Shaozi
  • Li
, 2021
, Expert Systems With Applications

Commercial hypervisor-based task sandboxing mechanisms are unsecured? But we can fix it!

  • Dongdong
  • Huo
  • Chen
  • Cao
  • Peng
  • Liu
  • Yazhe
  • Wang
  • Mingxuan
  • Li
  • Zhen
  • Xu
, 2021
, Journal of Systems Architecture

Detecting human—object interaction with multi-level pairwise feature network

  • Hanchao
  • Liu
  • Tai Jiang
  • Mu
  • Xiaolei
  • Huang
, 2021
, Computational Visual Media
on p. 229-239

Computational Thinking, Perception, and Confidence in Distance Learning

  • Yeting
  • Bao
  • Hadi
  • Hosseini
, 2021
, SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education
on p. 1253

Learning to Recognize Semantically Similar Program Statements in Introductory Programming Assignments

  • Mayur Sunil
  • Jawalkar
  • Hadi
  • Hosseini
  • Carlos R.
  • Rivero
, 2021
, SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education
on p. 1264

The Pediatric Obesity Microbiome and Metabolism Study (POMMS): Methods, Baseline Data, and Early Insights

  • Jessica R.
  • McCann
  • Nathan A.
  • Bihlmeyer
  • Kimberly
  • Roche
  • Cameron
  • Catherine
  • Jayanth
  • Jawahar
  • Lydia Coulter
  • Kwee
  • Noelle E.
  • Younge
  • Justin
  • Silverman
  • Olga
  • Ilkayeva
  • Charles
  • Sarria
  • Alexandra
  • Zizzi
  • Janet
  • Wootton
  • Lisa
  • Poppe
  • Paul
  • Anderson
  • Michelle
  • Arlotto
  • Zhengzheng
  • Wei
  • Joshua A.
  • Granek
  • Raphael H.
  • Valdivia
  • Lawrence A.
  • David
  • Holly K.
  • Dressman
  • Christopher B.
  • Newgard
  • Svati H.
  • Shah
  • Patrick C.
  • Seed
  • John F.
  • Rawls
  • Sarah C.
  • Armstrong
, 2021
, Obesity
on p. 569-578

An entropy metric for regular grammar classification and learning with recurrent neural networks

  • Kaixuan
  • Zhang
  • Qinglong
  • Wang
  • C. Lee
  • Giles
, 2021
, Entropy
on p. 1-19

DART: a visual analytics system for understanding dynamic association rule mining

  • Huijun
  • Zhang
  • Junjie
  • Chen
  • Yan
  • Qiang
  • Juanjuan
  • Zhao
  • Jiangyang
  • Xu
  • Xiaobo
  • Fan
  • Yemin
  • Yang
  • Xiaolong
  • Zhang
, 2021
, Visual Computer
on p. 341-357

Family's health: Opportunities for non-collocated intergenerational families collaboration on healthy living

  • Jomara
  • Sandbulte
  • Chun Hua
  • Tsai
  • John M.
  • Carroll
, 2021
, International Journal of Human Computer Studies

Visual salience of 3D and 2D spoons determines S-R mapping and flanker effects

  • Aiping
  • Xiong
  • Robert W.
  • Proctor
  • Yaqi
  • Xu
  • Howard N.
  • Zelaznik
, 2021
, Quarterly Journal of Experimental Psychology
on p. 241-253

“Fake News” Is Not Simply False Information: A Concept Explication and Taxonomy of Online Content

  • Maria D.
  • Molina
  • S. Shyam
  • Sundar
  • Thai
  • Le
  • Dongwon
  • Lee
, 2021
, American Behavioral Scientist
on p. 180-212

Detecting Suspicious File Migration or Replication in the Cloud

  • Adam
  • Bowers
  • Cong
  • Liao
  • Douglas
  • Steiert
  • Dan
  • Lin
  • Anna
  • Squicciarini
  • Ali
  • Hurson
, 2021
, IEEE Transactions on Dependable and Secure Computing
on p. 296-309

Managing healthcare conflicts when living with multiple chronic conditions

  • Clara
  • Caldeira
  • Xinning
  • Gui
  • Tera L.
  • Reynolds
  • Matthew
  • Bietz
  • Yunan
  • Chen
, 2021
, International Journal of Human Computer Studies

Selective synthetic augmentation with HistoGAN for improved histopathology image classification

  • Yuan
  • Xue
  • Jiarong
  • Ye
  • Qianying
  • Zhou
  • L. Rodney
  • Long
  • Sameer
  • Antani
  • Zhiyun
  • Xue
  • Carl
  • Cornwell
  • Richard
  • Zaino
  • Keith C.
  • Cheng
  • Xiaolei
  • Huang
, 2021
, Medical Image Analysis

An Evolutionary Study of IoT Malware

  • Huanran
  • Wang
  • Weizhe
  • Zhang
  • Hui
  • He
  • Peng
  • Liu
  • Daniel Xiapu
  • Luo
  • Yang
  • Liu
  • Jiawei
  • Jiang
  • Yan
  • Li
  • Xing
  • Zhang
  • Wenmao
  • Liu
  • Runzi
  • Zhang
  • Xing
  • Lan
, 2021
, IEEE Internet of Things Journal

Contagion of Offensive Behavior for Transient Interactions in Online Commenting Platforms

  • Prasanna
  • Umar
  • Anna
  • Squicciarini
  • Christopher
  • Griffin
  • Joshua
  • Wede
, 2021
, International Journal of Human-Computer Interaction

Enhancing Robustness of Graph Convolutional Networks via Dropping Graph Connections

  • Lingwei
  • Chen
  • Xiaoting
  • Li
  • Dinghao
  • Wu
, 2021
, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings
on p. 412-428

Exploring the relationship between information and communication technology collective behaviors and sense of community: an urban refugee analysis

  • Richard
  • Canevez
  • Carleen
  • Maitland
  • Ying
  • Xu
  • Sydney Andrea
  • Hannah
  • Raphael
  • Rodriguez
, 2021
, Information Technology and People

Lessons from a broad survey of tutoring tools: It's a big world out there

  • Frank E.
  • Ritter
  • Michael “Q”
  • Qin
  • Korey
  • MacDougall
  • Chungil
  • Chae
, 2021
, Interactive Learning Environments

PROMO for Interpretable Personalized Social Emotion Mining

  • Jason (Jiasheng)
  • Zhang
  • Dongwon
  • Lee
, 2021
, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings
on p. 249-265

Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them

  • Byron
  • Reeves
  • Nilam
  • Ram
  • Thomas N.
  • Robinson
  • James J.
  • Cummings
  • C. Lee
  • Giles
  • Jennifer
  • Pan
  • Agnese
  • Chiatti
  • Mj
  • Cho
  • Katie
  • Roehrick
  • Xiao
  • Yang
  • Anupriya
  • Gagneja
  • Miriam
  • Brinberg
  • Daniel
  • Muise
  • Yingdan
  • Lu
  • Mufan
  • Luo
  • Andrew
  • Fitzgerald
  • Leo
  • Yeykelis
, 2021
, Human-Computer Interaction
on p. 150-201

Self-disclosure on Twitter During the COVID-19 Pandemic: A Network Perspective

  • Prasanna
  • Umar
  • Chandan
  • Akiti
  • Anna
  • Squicciarini
  • Sarah
  • Rajtmajer
, 2021
, Machine Learning and Knowledge Discovery in Databases
on p. 271-286

Understanding and predicting retractions of published work

  • Sai Ajay
  • Modukuri
  • Sarah
  • Rajtmajer
  • Anna Cinzia
  • Squicciarini
  • Jian
  • Wu
  • C. Lee
  • Giles
, 2021
, CEUR Workshop Proceedings

Understanding and predicting retractions of published work

  • Sai Ajay
  • Modukuri
  • Sarah
  • Rajtmajer
  • Anna Cinzia
  • Squicciarini
  • Jian
  • Wu
  • C. Lee
  • Giles
, 2021
, CEUR Workshop Proceedings

Understanding and predicting retractions of published work

  • Sai Ajay
  • Modukuri
  • Sarah
  • Rajtmajer
  • Anna Cinzia
  • Squicciarini
  • Jian
  • Wu
  • C. Lee
  • Giles
, 2021
, CEUR Workshop Proceedings

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

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

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

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

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