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.

An Empirical Analysis of Recurrent Learning Algorithms in Neural Lossy Image Compression Systems

  • Ankur
  • Mali
  • Alexander G.
  • Ororbia
  • Dan
  • Kifer
  • C. Lee
  • Giles
, 2021
on p. 356

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

PoolParty

  • Nicholas
  • Dana Troutman
  • Aron
  • Laszka
, 2021
on p. 20-27

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

Using virtual reality to facilitate common operational pictures' representation

  • Aurélie
  • Conges
  • Peipei
  • Yang
  • Frederick
  • Benaben
  • Col Jacob
  • Graham
, 2021
on p. 336-341

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

Guest Editorial

  • Feng
  • Xia
  • C. Lee
  • Giles
  • Huan
  • Liu
  • Kuansan
  • Wang
, 2021
, IEEE Transactions on Emerging Topics in Computing
on p. 200-203

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

Safe and private forward-trading platform for transactive microgrids

  • Scott
  • Eisele
  • Taha
  • Eghtesad
  • Keegan
  • Campanelli
  • Prakhar
  • Agrawal
  • Aron
  • Laszka
  • Abhishek
  • Dubey
, 2021
, ACM Transactions on Cyber-Physical Systems

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

Ubiquitous computing for person-environment research

  • Sumer S.
  • Vaid
  • Saeed
  • Abdullah
  • Edison
  • Thomaz
  • Gabriella M.
  • Harari
, 2021
on p. 103-143

'Why did my AI agent lose?'

  • Delyar
  • Tabatabai
  • Anita
  • Ruangrotsakun
  • Jed
  • Irvine
  • Jonathan
  • Dodge
  • Zeyad
  • Shureih
  • Kin Ho
  • Lam
  • Margaret
  • Burnett
  • Alan
  • Fern
  • Minsuk
  • Kahng
, 2021
on p. 16-20

A Co-Design Adaptive Defense Scheme with Bounded Security Damages against Heartbleed-Like Attacks

  • Zhisheng
  • Hu
  • Ping
  • Chen
  • Minghui
  • Zhu
  • Peng
  • Liu
, 2021
, IEEE Transactions on Information Forensics and Security
on p. 4691-4704

A Few Shot Transfer Learning Approach Identifying Private Images with Fast User Personalization

  • Edoardo
  • Serra
  • Sujeet
  • Ayyapureddi
  • Qudrat E.Alahy
  • Ratul
  • Anna C.
  • Squicciarini
, 2021
on p. 1204-1213

A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis

  • Jiarong
  • Ye
  • Yuan
  • Xue
  • Peter
  • Liu
  • Richard
  • Zaino
  • Keith C.
  • Cheng
  • Xiaolei
  • Huang
, 2021
on p. 613-623

A sweet rabbit hole by DARCY

  • Thai
  • Le
  • Noseong
  • Park
  • Dongwon
  • Lee
, 2021
on p. 3831-3844

ABCD

  • Yanjun
  • Gao
  • Ting Hao
  • Huang
  • Rebecca J.
  • Passonneau
, 2021
on p. 3919-3931

Abusing hidden properties to attack the node.js ecosystem

  • Feng
  • Xiao
  • Jianwei
  • Huang
  • Yichang
  • Xiong
  • Guangliang
  • Yang
  • Hong
  • Hu
  • Guofei
  • Gu
  • Wenke
  • Lee
, 2021
on p. 2951-2968

Accomplice Manipulation of the Deferred Acceptance Algorithm

  • Hadi
  • Hosseini
  • Fatima
  • Umar
  • Rohit
  • Vaish
, 2021
on p. 231-237

Actionability in a situational awareness world

  • Julien
  • Coche
  • Aurélie
  • Montarnal
  • Jess
  • Kropczynski
  • Andrea
  • Tapia
  • Frederick
  • Benaben
, 2021
on p. 994-1001

Algorithmic inference, political interest, and exposure to news and politics on Facebook

  • Kjerstin
  • Thorson
  • Kelley
  • Cotter
  • Mel
  • Medeiros
  • Chankyung
  • Pak
, 2021
, Information Communication and Society
on p. 183-200

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

Author Homepage Discovery in CiteSeerX

  • Krutarth
  • Patel
  • Cornelia
  • Caragea
  • Doina
  • Caragea
  • C. Lee
  • Giles
, 2021
on p. 15146-15155

Automatic firmware emulation through invalidity-guided knowledge inference

  • Wei
  • Zhou
  • Le
  • Guan
  • Peng
  • Liu
  • Yuqing
  • Zhang
, 2021
on p. 2007-2024

Breaking down walls of text

  • Abhilasha
  • Ravichander
  • Alan W.
  • Black
  • Thomas
  • Norton
  • Shomir
  • Wilson
  • Norman
  • Sadeh
, 2021
on p. 4125-4140

Building an Accessible, Usable, Scalable, and Sustainable Service for Scholarly Big Data

  • Jian
  • Wu
  • Shaurya
  • Rohatgi
  • Sai Raghav
  • Reddy Keesara
  • Jason
  • Chhay
  • Kevin
  • Kuo
  • Arjun Manoj
  • Menon
  • Sean
  • Parsons
  • Bhuvan
  • Urgaonkar
  • C. Lee
  • Giles
, 2021
on p. 141-152

Characterizing AI Model Inference Applications Running in the SGX Environment

  • Shixiong
  • Jing
  • Qinkun
  • Bao
  • Pei
  • Wang
  • Xulong
  • Tang
  • Dinghao
  • Wu
, 2021

ChartReader

  • Chinmayee
  • Rane
  • Seshasayee Mahadevan
  • Subramanya
  • Devi Sandeep
  • Endluri
  • Jian
  • Wu
  • C. Lee
  • Giles
, 2021
on p. 318-325

CHECKER

  • Tianyi
  • Xie
  • Thai
  • Le
  • Dongwon
  • Lee
, 2021
on p. 415-430

Classifying Math Knowledge Components via Task-Adaptive Pre-Trained BERT

  • Jia Tracy
  • Shen
  • Michiharu
  • Yamashita
  • Ethan
  • Prihar
  • Neil
  • Heffernan
  • Xintao
  • Wu
  • Sean
  • McGrew
  • Dongwon
  • Lee
, 2021
on p. 408-419

Clinical Trial of an AI-Augmented Intervention for HIV prevention in Youth Experiencing Homelessness

  • Bryan
  • Wilder
  • Laura
  • Onasch-Vera
  • Graham
  • Diguiseppi
  • Robin
  • Petering
  • Chyna
  • Hill
  • Amulya
  • Yadav
  • Eric
  • Rice
  • Milind
  • Tambe
, 2021
on p. 14948-14956

ConCAD

  • Guanjie
  • Huang
  • Fenglong
  • Ma
, 2021
on p. 68-84

Customizing Feedback for Introductory Programming Courses Using Semantic Clusters

  • Victor J.
  • Marin
  • Hadi
  • Hosseini
  • Carlos R.
  • Rivero
, 2021
on p. 279-285

Data-Driven Decision Support for Optimizing Cyber Forensic Investigations

  • Antonia
  • Nisioti
  • George
  • Loukas
  • Aron
  • Laszka
  • Emmanouil
  • Panaousis
, 2021
, IEEE Transactions on Information Forensics and Security
on p. 2397-2412

Deep Learning for Detecting Network Attacks

  • Qingtian
  • Zou
  • Anoop
  • Singhal
  • Xiaoyan
  • Sun
  • Peng
  • Liu
, 2021
on p. 221-234

Deep Learning, Grammar Transfer, and Transportation Theory

  • Kaixuan
  • Zhang
  • Qinglong
  • Wang
  • C.
  • Lee Giles
, 2021
on p. 609-623

Deep multi-instance contrastive learning with dual attention for anomaly precursor detection

  • Dongkuan
  • Xu
  • Wei
  • Cheng
  • Jingchao
  • Ni
  • Dongsheng
  • Luo
  • Masanao
  • Natsumeda
  • Dongjin
  • Song
  • Bo
  • Zong
  • Haifeng
  • Chen
  • Xiang
  • Zhang
, 2021
on p. 91-99

Do Wider Neural Networks Really Help Adversarial Robustness?

  • Boxi
  • Wu
  • Jinghui
  • Chen
  • Deng
  • Cai
  • Xiaofei
  • He
  • Quanquan
  • Gu
, 2021
on p. 7054-7067

Document Domain Randomization for Deep Learning Document Layout Extraction

  • Meng
  • Ling
  • Jian
  • Chen
  • Torsten
  • Möller
  • Petra
  • Isenberg
  • Tobias
  • Isenberg
  • Michael
  • Sedlmair
  • Robert S.
  • Laramee
  • Han Wei
  • Shen
  • Jian
  • Wu
  • C. Lee
  • Giles
, 2021
on p. 497-513

Energy and Emission Prediction for Mixed-Vehicle Transit Fleets Using Multi-task and Inductive Transfer Learning

  • Michael
  • Wilbur
  • Ayan
  • Mukhopadhyay
  • Sayyed
  • Vazirizade
  • Philip
  • Pugliese
  • Aron
  • Laszka
  • Abhishek
  • Dubey
, 2021
on p. 502-517

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

Fair and Efficient Allocations under Lexicographic Preferences

  • Hadi
  • Hosseini
  • Sujoy
  • Sikdar
  • Rohit
  • Vaish
  • Lirong
  • Xia
, 2021
on p. 5472-5480

Fair Stable Matchings Under Correlated Preferences (Student Abstract)

  • Angelina
  • Brilliantova
  • Hadi
  • Hosseini
, 2021
on p. 15763-15764