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.

ACT-R: A cognitive architecture for modeling cognition

  • Frank E.
  • Ritter
  • Farnaz
  • Tehranchi
  • Jacob D.
  • Oury
, 2019
, Wiley Interdisciplinary Reviews: Cognitive Science

Augmenting learning components for safety in resource constrained autonomous robots

  • Shreyas
  • Ramakrishna
  • Abhishek
  • Dubey
  • Matthew P.
  • Burruss
  • Charles
  • Hartsell
  • Nagabhushan
  • Mahadevan
  • Saideep
  • Nannapaneni
  • Aron
  • Laszka
  • Gabor
  • Karsai
, 2019
on p. 108-117

Automatic grading of programming assignments: An approach based on formal semantics

  • Xiao
  • Liu
  • Shuai
  • Wang
  • Pei
  • Wang
  • Dinghao
  • Wu
, 2019
, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering
on p. 126-137

Bi-LSTM-CRF sequence labeling for keyphrase extraction from scholarly documents

  • Rabah A.
  • Al-Zaidy
  • Cornelia
  • Caragea
  • C.
  • Lee Giles
, 2019
, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019
on p. 2551-2557

Building a Trustworthy Execution Environment to Defeat Exploits from both Cyber Space and Physical Space for ARM

  • Le
  • Guan
  • Chen
  • Cao
  • Peng
  • Liu
  • Xinyu
  • Xing
  • Xinyang
  • Ge
  • Shengzhi
  • Zhang
  • Meng
  • Yu
  • Trent
  • Jaeger
, 2019
, IEEE Transactions on Dependable and Secure Computing
on p. 438-453

CiteSeerX: 20 Years of service to scholarly big data

  • Jian
  • Wu
  • Kunho
  • Kim
  • C.
  • Lee Giles
, 2019
, Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, AIDR 2019

Constrained local graph clustering by colored random walk

  • Yaowei
  • Yan
  • Yuchen
  • Bian
  • Dongsheng
  • Luo
  • Dongwon
  • Lee
  • Xiang
  • Zhang
, 2019
, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019
on p. 2137-2146

Crowd counting with limited labeling through submodular frame selection

  • Qi
  • Zhou
  • Junping
  • Zhang
  • Lingfu
  • Che
  • Hongming
  • Shan
  • James Z.
  • Wang
, 2019
, IEEE Transactions on Intelligent Transportation Systems
on p. 1728-1738

Detection and analysis of self-disclosure in online news commentaries

  • Prasanna
  • Umar
  • Anna
  • Squicciarini
  • Sarah
  • Rajtmajer
, 2019
, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019
on p. 3272-3278

Disentangled Variational Auto-Encoder for semi-supervised learning

  • Yang
  • Li
  • Quan
  • Pan
  • Suhang
  • Wang
  • Haiyun
  • Peng
  • Tao
  • Yang
  • Erik
  • Cambria
, 2019
, Information Sciences
on p. 73-85

Dixit: Interactive visual storytelling via term manipulation

  • Chao Chun
  • Hsu
  • Hsin Yu
  • Lin
  • Yu Hua
  • Chen
  • Ting Hao
  • Huang
  • Zi Yuan
  • Chen
  • Lun Wei
  • Ku
, 2019
, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019
on p. 3531-3535

Dual-regularized one-class collaborative filtering with implicit feedback

  • Yuan
  • Yao
  • Hanghang
  • Tong
  • Guo
  • Yan
  • Feng
  • Xu
  • Xiang
  • Zhang
  • Boleslaw K.
  • Szymanski
  • Jian
  • Lu
, 2019
, World Wide Web
on p. 1099-1129

Dynamic ensemble of contextual bandits to satisfy users' changing interests

  • Qingyun
  • Wu
  • Huazheng
  • Wang
  • Yanen
  • Li
  • Hongning
  • Wang
, 2019
on p. 2080-2090

Energy distribution matters in greybox fuzzing

  • Lingyun
  • Situ
  • Linzhang
  • Wang
  • Xuandong
  • Li
  • Le
  • Guan
  • Wenhui
  • Zhang
  • Peng
  • Liu
, 2019
, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering
on p. 270-271

Fairness in algorithmic decision making: An excursion through the lens of causality

  • Aria
  • Khademi
  • David
  • Foley
  • Sanghack
  • Lee
  • Vasant
  • Honavar
, 2019
, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019
on p. 2907-2914

FriendGuard: A friend search engine with guaranteed friend exposure degree

  • Joshua
  • Morris
  • Dan
  • Lin
  • Anna
  • Squicciarini
, 2019
, SACMAT 2019 - Proceedings of the 24th ACM Symposium on Access Control Models and Technologies
on p. 37-48

Inferring true voting outcomes in homophilic social networks

  • John A.
  • Doucette
  • Alan
  • Tsang
  • Hadi
  • Hosseini
  • Kate
  • Larson
  • Robin
  • Cohen
, 2019
, Autonomous Agents and Multi-Agent Systems
on p. 298-329

Learned Neural Iterative Decoding for Lossy Image Compression Systems

  • Alexander G.
  • Ororbia
  • Ankur
  • Mali
  • Jian
  • Wu
  • Scott
  • O'Connell
  • William
  • Dreese
  • David
  • Miller
  • C. Lee
  • Giles
, 2019
, Proceedings - DCC 2019
on p. 3-12

Learning binary codes with neural collaborative filtering for efficient recommendation systems

  • Yang
  • Li
  • Suhang
  • Wang
  • Quan
  • Pan
  • Haiyun
  • Peng
  • Tao
  • Yang
  • Erik
  • Cambria
, 2019
, Knowledge-Based Systems
on p. 64-75

Making healthcare infrastructure work: Unpacking the Infrastructuring work of Individuals

  • Xinning
  • Gui
  • Yunan
  • Chen
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

MCVae: Margin-based conditional variational autoencoder for relation classification and pattern generation

  • Fenglong
  • Ma
  • Jing
  • Gao
  • Yaliang
  • Li
  • Nan
  • Du
  • Chenwei
  • Zhang
  • Wei
  • Fan
, 2019
, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019
on p. 3041-3048

Navigating ride-sharing regulations: How regulations changed the ‘gig’ of ride-sharing for drivers in Taiwan

  • Anita
  • Chen
  • Chien Wen
  • Yuan
  • Ning F.
  • Ma
  • Chi Yang
  • Hsu
  • Benjamin V.
  • Hanrahan
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Never stop creating: A preliminary inquiry in older adults’ everyday innovations

  • Xiying
  • Wang
  • Tiffany
  • Knearem
  • John M.
  • Carroll
, 2019
, Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019
on p. 111-118

On how users edit computer-generated visual stories

  • Ting Yao
  • Hsu
  • Ting Hao Kenneth
  • Huang
  • Yen Chia
  • Hsu
, 2019
, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems

Phylofactorization: a graph partitioning algorithm to identify phylogenetic scales of ecological data

  • Alex D.
  • Washburne
  • Justin D.
  • Silverman
  • James T.
  • Morton
  • Daniel J.
  • Becker
  • Daniel
  • Crowley
  • Sayan
  • Mukherjee
  • Lawrence A.
  • David
  • Raina K.
  • Plowright
, 2019
, Ecological Monographs

Privacy and security considerations for digital technology use in elementary schools

  • Priya C.
  • Kumar
  • Marshini
  • Chetty
  • Tamara L.
  • Clegg
  • Jessica
  • Vitak
, 2019

Protecting mobile devices from physical memory attacks with targeted encryption

  • Le
  • Guan
  • Chen
  • Cao
  • Sencun
  • Zhu
  • Jingqiang
  • Lin
  • Peng
  • Liu
  • Yubin
  • Xia
  • Bo
  • Luo
, 2019
, WiSec 2019 - Proceedings of the 2019 Conference on Security and Privacy in Wireless and Mobile Networks
on p. 34-44

Towards enabling blind people to independently write on printed forms

  • Shirin
  • Feiz
  • Syed Masum
  • Billah
  • Vikas
  • Ashok
  • Roy
  • Shilkrot
  • I. V.
  • Ramakrishnan
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Turn to the self in human-computer interaction: Care of the self in negotiating the human-technology relationship

  • Yubo
  • Kou
  • Xinning
  • Gui
  • Yunan
  • Chen
  • Bonnie
  • Nardi
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Understanding and designing for deaf or hard of hearing drivers on uber

  • Sooyeon
  • Lee
  • Bjorn
  • Hubert-Wallander
  • Molly
  • Stevens
  • John M.
  • Carroll
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Unpacking the infrastructuring work of patients and caregivers around the world

  • Yunan
  • Chen
  • Xinning
  • Gui
  • Claus
  • Bossen
  • Valeria
  • Herskovic
  • Nervo
  • Verdezoto
  • Xiaojuan
  • Ma
  • Naveen
  • Bagalkot
  • Bernd
  • Ploderer
, 2019
, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems

Worker demographics and earnings on amazon mechanical turk: An exploratory analysis

  • Kotaro
  • Hara
  • Kristy
  • Milland
  • Benjamin V.
  • Hanrahan
  • Chris
  • Callison-Burch
  • Abigail
  • Adams
  • Saiph
  • Savage
  • Jeffrey P.
  • Bigham
, 2019
, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems

Write-it-yourself: Empowering blind people to independently fill-out paper forms

  • Syed Masum
  • Billah
  • Shirin
  • Feiz
  • Vikas
  • Ashok
  • Roy
  • Shilkrot
  • I. V.
  • Ramakrishnan
, 2019
, Proceedings of the 16th Web For All 2019 Personalization - Personalizing the Web, W4A 2019

Assessing timebanking use and coordination: implications for service exchange tools

  • Chien Wen
  • Yuan
  • Benjamin V.
  • Hanrahan
  • John M.
  • Carroll
, 2019
, Information Technology and People
on p. 344-363

Cyber-human systems of thought and understanding

  • Fred
  • Fonseca
  • Michael
  • Marcinkowski
  • Clodoveu
  • Davis
, 2019
, Journal of the Association for Information Science and Technology
on p. 402-411

Cyber-physical simulation platform for security assessment of transactive energy systems

  • Yue
  • Zhang
  • Scott
  • Eisele
  • Abhishek
  • Dubey
  • Aron
  • Laszka
  • Anurag K.
  • Srivastava
, 2019

Minimizing Charging Delay for Directional Charging in Wireless Rechargeable Sensor Networks

  • Chi
  • Lin
  • Yanhong
  • Zhou
  • Fenglong
  • Ma
  • Jing
  • Deng
  • Lei
  • Wang
  • Guowei
  • Wu
, 2019
, INFOCOM 2019 - IEEE Conference on Computer Communications
on p. 1819-1827

Online training for body part segmentation in infant movement videos

  • Qian
  • Zhang
  • Yuan
  • Xue
  • Xiaolei
  • Huang
, 2019
, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging
on p. 489-492

Opinion dynamics in the presence of increasing agreement pressure

  • Justin
  • Semonsen
  • Christopher
  • Griffin
  • Anna
  • Squicciarini
  • Sarah
  • Rajtmajer
, 2019
, IEEE Transactions on Cybernetics
on p. 1270-1278

Playing the visibility game

  • Kelley
  • Cotter
, 2019
, New Media and Society
on p. 895-913

The effect of IoT new features on security and privacy: New threats, existing solutions, and challenges yet to be solved

  • Wei
  • Zhou
  • Yan
  • Jia
  • Anni
  • Peng
  • Yuqing
  • Zhang
  • Peng
  • Liu
, 2019
, IEEE Internet of Things Journal
on p. 1606-1616

Understanding Real-World Concurrency Bugs in Go

  • Tengfei
  • Tu
  • Xiaoyu
  • Liu
  • Linhai
  • Song
  • Yiying
  • Zhang
, 2019
, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems
on p. 865-878

A lightweight framework for regular expression verification

  • Xiao
  • Liu
  • Yufei
  • Jiang
  • Dinghao
  • Wu
, 2019
, Proceedings - 19th IEEE International Symposium on High Assurance Systems Engineering, HASE 2019
on p. 1-8

A Review and Proposed Framework for Artificial General Intelligence

  • Lyle Norman
  • Long
  • Carl F.
  • Cotner
, 2019

Constructing a holistic view of shopping with people with visual impairment: a participatory design approach

  • Chien Wen
  • Yuan
  • Benjamin V.
  • Hanrahan
  • Sooyeon
  • Lee
  • Mary Beth
  • Rosson
  • John M.
  • Carroll
, 2019
, Universal Access in the Information Society
on p. 127-140

Exploration: From the players point of view

  • Maxwell
  • Hartt
  • Hadi
  • Hosseini
, 2019
, The Power of Play in Higher Education
on p. 263-271

Improving image captioning by leveraging knowledge graphs

  • Yimin
  • Zhou
  • Yiwei
  • Sun
  • Vasant
  • Honavar
, 2019
, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019
on p. 283-293

Intelligent personal assistants and the intercultural negotiations of dataveillance in platformed households

  • Jason
  • Pridmore
  • Jessica
  • Vitak
  • Daniel
  • Trottier
  • Yuting
  • Liao
  • Michael
  • Zimmer
  • Anouk
  • Mols
  • Priya C.
  • Kumar
, 2019
, Surveillance & Society
on p. 125-131

Learning from experts' experience: Toward automated cyber security data triage

  • Chen
  • Zhong
  • John
  • Yen
  • Peng
  • Liu
  • Robert F.
  • Erbacher
, 2019
, IEEE Systems Journal
on p. 603-614

MimosafTL: Adding secure and practical ransomware defense strategy to flash translation layer

  • Peiying
  • Wang
  • Shijie
  • Jia
  • Bo
  • Chen
  • Luning
  • Xia
  • Peng
  • Liu
, 2019
, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy
on p. 327-338