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.

Advances in Mining Heterogeneous Healthcare Data

  • Fenglong
  • Ma
  • Muchao
  • Ye
  • Junyu
  • Luo
  • Cao
  • Xiao
  • Jimeng
  • Sun
, 2021
on p. 4050-4051

After-Action Review for AI (AAR/AI)

  • Jonathan
  • Dodge
  • Roli
  • Khanna
  • Jed
  • Irvine
  • Kin Ho
  • Lam
  • Theresa
  • Mai
  • Zhengxian
  • Lin
  • Nicholas
  • Kiddle
  • Evan
  • Newman
  • Andrew
  • Anderson
  • Sai
  • Raja
  • Caleb
  • Matthews
  • Christopher
  • Perdriau
  • Margaret
  • Burnett
  • Alan
  • Fern
, 2021
, ACM Transactions on Interactive Intelligent Systems

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

Graph Adversarial Attack via Rewiring

  • Yao
  • Ma
  • Suhang
  • Wang
  • Tyler
  • Derr
  • Lingfei
  • Wu
  • Jiliang
  • Tang
, 2021
on p. 1161-1169

GraphSMOTE

  • Tianxiang
  • Zhao
  • Xiang
  • Zhang
  • Suhang
  • Wang
, 2021
on p. 833-841

Labeled Data Generation with Inexact Supervision

  • Enyan
  • Dai
  • Kai
  • Shu
  • Yiwei
  • Sun
  • Suhang
  • Wang
, 2021
on p. 218-226

Large-Scale Data-Driven Airline Market Influence Maximization

  • Duanshun
  • Li
  • Jing
  • Liu
  • Jinsung
  • Jeon
  • Seoyoung
  • Hong
  • Thai
  • Le
  • Dongwon
  • Lee
  • Noseong
  • Park
, 2021
on p. 914-924

Learning How to Propagate Messages in Graph Neural Networks

  • Teng
  • Xiao
  • Zhengyu
  • Chen
  • Donglin
  • Wang
  • Suhang
  • Wang
, 2021
on p. 1894-1903

Learning to Drop

  • Dongsheng
  • Luo
  • Wei
  • Cheng
  • Wenchao
  • Yu
  • Bo
  • Zong
  • Jingchao
  • Ni
  • Haifeng
  • Chen
  • Xiang
  • Zhang
, 2021
on p. 779-787

Multimodal Emergent Fake News Detection via Meta Neural Process Networks

  • Yaqing
  • Wang
  • Fenglong
  • Ma
  • Haoyu
  • Wang
  • Kishlay
  • Jha
  • Jing
  • Gao
, 2021
on p. 3708-3716

NRGNN

  • Enyan
  • Dai
  • Charu
  • Aggarwal
  • Suhang
  • Wang
, 2021
on p. 227-236

Physics-informed deep learning for prediction of CO2 storage site response

  • Parisa
  • Shokouhi
  • Vikas
  • Kumar
  • Sumedha
  • Prathipati
  • Seyyed A.
  • Hosseini
  • Clyde Lee
  • Giles
  • Daniel
  • Kifer
, 2021
, Journal of Contaminant Hydrology

Say No to the Discrimination

  • Enyan
  • Dai
  • Suhang
  • Wang
, 2021
on p. 680-688

SlideGen

  • Athar
  • Sefid
  • Prasenjit
  • Mitra
  • Lee
  • Giles
, 2021

The 4th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK 4.0 @ KDD2021)

  • Bijaya
  • Adhikari
  • Ajitesh
  • Srivastava
  • Sen
  • Pei
  • Sarah
  • Kefayati
  • Rose
  • Yu
  • Amulya
  • Yadav
  • Alexander
  • Rodriguez
  • Arvind
  • Ramanathan
  • Anil
  • Vullikanti
  • B. Aditya
  • Prakash
, 2021
on p. 4104-4105

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

TRANSIT-GYM

  • Ruixiao
  • Sun
  • Rongze
  • Gui
  • Himanshu
  • Neema
  • Yuche
  • Chen
  • Juliette
  • Ugirumurera
  • Joseph
  • Severino
  • Philip
  • Pugliese
  • Aron
  • Laszka
  • Abhishek
  • Dubey
, 2021
on p. 69-76

Assessing Effectiveness and Interpretability of Light Behaviors in Smart Speakers

  • Sahiti
  • Kunchay
  • Saeed
  • Abdullah
, 2021

Look before You Leap

  • Wonchang
  • Lee
  • Yeon Chang
  • Lee
  • Dongwon
  • Lee
  • Sang Wook
  • Kim
, 2021
on p. 143-152

Measuring and mitigating PCR bias in microbiota datasets

  • Justin D.
  • Silverman
  • Rachael J.
  • Bloom
  • Sharon
  • Jiang
  • Heather K.
  • Durand
  • Eric
  • Dallow
  • Sayan
  • Mukherjee
  • Lawrence A.
  • David
, 2021
, PLoS computational biology

Parema

  • Lei
  • Xue
  • Yuxiao
  • Yan
  • Luyi
  • Yan
  • Muhui
  • Jiang
  • Xiapu
  • Luo
  • Dinghao
  • Wu
  • Yajin
  • Zhou
, 2021
on p. 152-164

User capabilities in eyes-free spatial target acquisition in immersive virtual reality environments

  • Huiyue
  • Wu
  • Yanyi
  • Deng
  • Jiajun
  • Pan
  • Tianxing
  • Han
  • Yonglin
  • Hu
  • Kaini
  • Huang
  • Xiaolong (Luke)
  • Zhang
, 2021
, Applied Ergonomics

Watermarking-based Defense against Adversarial Attacks on Deep Neural Networks

  • Xiaoting
  • Li
  • Lingwei
  • Chen
  • Jinquan
  • Zhang
  • James
  • Larus
  • Dinghao
  • Wu
, 2021

When and Whom to Collaborate with in a Changing Environment

  • Chuanhao
  • Li
  • Qingyun
  • Wu
  • Hongning
  • Wang
, 2021
on p. 1410-1419

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

Constructing Well-being Together

  • Tiffany
  • Knearem
  • Xiying
  • Wang
  • John M.M.
  • Carroll
, 2021
on p. 169-178

COVID-19 Kindness

  • Jeongwon
  • Jo
  • Tiffany
  • Knearem
  • Chun Hua
  • Tsai
  • John M.
  • Carroll
, 2021
on p. 14-Jan

Deep Learning Can Predict Laboratory Quakes From Active Source Seismic Data

  • Parisa
  • Shokouhi
  • Vrushali
  • Girkar
  • Jacques
  • Rivière
  • Srisharan
  • Shreedharan
  • Chris
  • Marone
  • C. Lee
  • Giles
  • Daniel
  • Kifer
, 2021
, Geophysical Research Letters

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

DNA extraction and host depletion methods significantly impact and potentially bias bacterial detection in a biological fluid

  • Erika
  • Ganda
  • Kristen L.
  • Beck
  • Niina
  • Haiminen
  • Justin D.
  • Silverman
  • Ban
  • Kawas
  • Brittany D.
  • Cronk
  • Renee R.
  • Anderson
  • Laura B.
  • Goodman
  • Martin
  • Wiedmann
, 2021
, mSystems

Making Space for Support

  • Tiffany
  • Knearem
  • Jeongwon
  • Jo
  • Chun Hua
  • Tsai
  • John M.
  • Carroll
, 2021
on p. 38-43

Not in my Backyard!? Lessons from a Community Conflict

  • Srishti
  • Gupta
  • Shipi
  • Dhanorkar
  • John
  • Carroll
, 2021
on p. 234-244

Omnilayout

  • Shivansh
  • Rao
  • Vikas
  • Kumar
  • Daniel
  • Kifer
  • C. Lee
  • Giles
  • Ankur
  • Mali
, 2021
on p. 3701-3710

Seek and Reflect

  • Tiffany
  • Knearem
  • Jeongwon
  • Jo
  • Xiying
  • Wang
  • John M.M.
  • Carroll
, 2021
on p. 212-223

A Query Conundrum

  • Torsten
  • Maier
  • Saeed
  • Abdullah
  • Christopher
  • McComb
  • Jessica
  • Menold
, 2021
, SN Computer Science

Abacus

  • Qinkun
  • Bao
  • Zihao
  • Wang
  • James R.
  • Larus
  • Dinghao
  • Wu
, 2021
on p. 238-239

Analyzing the Overhead of File Protection by Linux Security Modules

  • Wenhui
  • Zhang
  • Peng
  • Liu
  • Trent
  • Jaeger
, 2021
on p. 393-406

Data engagement reconsidered

  • Xianghua
  • Ding
  • Shuhan
  • Wei
  • Xinning
  • Gui
, 2021

Doing Remote Controlled Studies with Humans

  • Rupika
  • Dikkala
  • Roli
  • Khanna
  • Caleb
  • Matthews
  • Jonathan
  • Dodge
  • Sai
  • Raja
  • Catherine
  • Hu
  • Jed
  • Irvine
  • Zeyad
  • Shureih
  • Kin Ho
  • Lam
  • Andrew
  • Anderson
  • Minsuk
  • Kahng
  • Alan
  • Fern
  • Margaret
  • Burnett
, 2021
on p. 113-116

Efficient Data Management for Intelligent Urban Mobility Systems

  • Michael
  • Wilbur
  • Philip
  • Pugliese
  • Aron
  • Laszka
  • Abhishek
  • Dubey
, 2021
on p. 22-26

Exploring and promoting diagnostic transparency and explainability in online symptom checkers

  • Chun Hua
  • Tsai
  • Yue
  • You
  • Xinning
  • Gui
  • Yubo
  • Kou
  • John M.
  • Carroll
, 2021

Flag and flaggability in automated moderation the case of reporting toxic behavior in an online game community

  • Yubo
  • Kou
  • Xinning
  • Gui
, 2021

Identifying Behavior Dispatchers for Malware Analysis

  • Kyuhong
  • Park
  • Burak
  • Sahin
  • Yongheng
  • Chen
  • Jisheng
  • Zhao
  • Evan
  • Downing
  • Hong
  • Hu
  • Wenke
  • Lee
, 2021
on p. 759-773

Migration and Mobility in HCI

  • Dina
  • Sabie
  • Reem
  • Talhouk
  • Cansu E.
  • Dedeoglu
  • Carleen
  • Maitland
  • Volker
  • Wulf
  • Eiad
  • Yafi
  • Samar
  • Sabie
  • Asam
  • Almohamed
  • Safa'a
  • Abujarour
  • Kahina
  • Le Louvier
  • Faheem
  • Hussain
  • Syed Ishtiaque
  • Ahmed
, 2021

Nurse AMIE

  • Ling
  • Qiu
  • Bethany
  • Kanski
  • Shawna
  • Doerksen
  • Renate
  • Winkels
  • Kathryn H.
  • Schmitz
  • Saeed
  • Abdullah
, 2021

One engine to fuzz 'em All

  • Yongheng
  • Chen
  • Rui
  • Zhong
  • Hong
  • Hu
  • Hangfan
  • Zhang
  • Yupeng
  • Yang
  • Dinghao
  • Wu
  • Wenke
  • Lee
, 2021
on p. 642-658

Randomized last-level caches are still vulnerable to cache side-channel attacks! But we can fix it

  • Wei
  • Song
  • Boya
  • Li
  • Zihan
  • Xue
  • Zhenzhen
  • Li
  • Wenhao
  • Wang
  • Peng
  • Liu
, 2021
on p. 955-969

Recompose Event Sequences vs. Predict Next Events

  • Lun Pin
  • Yuan
  • Peng
  • Liu
  • Sencun
  • Zhu
, 2021
on p. 336-348

Synthesis of forms

  • Maliheh
  • Ghajargar
  • Jefrey
  • Bardzell
, 2021