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.

Visual salience, not the graspable part of a pictured eating utensil, grabs attention

  • Aiping
  • Xiong
  • Robert W.
  • Proctor
  • Howard N.
  • Zelaznik
, 2019
, Attention, Perception, and Psychophysics
on p. 1454-1463

A neural temporal model for human motion prediction

  • Anand
  • Gopalakrishnan
  • Ankur
  • Mali
  • Dan
  • Kifer
  • Lee
  • Giles
  • Alexander G.
  • Ororbia
, 2019
, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019
on p. 12108-12117

A reverse turing test for detecting machine-made texts

  • Jialin
  • Shao
  • Adaku
  • Uchendu
  • Dongwon
  • Lee
, 2019
, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science
on p. 275-279

Al Osool: Understanding information behavior for community development at Za'atari Syrian refugee camp

  • Karen E.
  • Fisher
  • Eiad
  • Yafi
  • Ying
  • Xu
  • Carleen
  • Maitland
, 2019
, C and T 2019 - 9th International Conference on Communities and Technologies, Conference Proceedings
on p. 273-282

Auto-suggesting browsing actions for personalized web screen reading

  • Vikas
  • Ashok
  • Syed Masum
  • Billah
  • Yevgen
  • Borodin
  • I. V.
  • Ramakrishnan
, 2019
, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization
on p. 252-260

Crafting in a community of practice: Resource sharing as key in supporting creativity

  • Tiffany
  • Knearem
  • Xiying
  • Wang
  • Jiaan
  • Wan
  • John M.
  • Carroll
, 2019
, C and C 2019 - Proceedings of the 2019 Creativity and Cognition
on p. 83-94

Creating persona skeletons from imbalanced datasets - A case study using U.S. Older Adults' health data

  • Haining
  • Zhu
  • Hongjian
  • Wang
  • John M.
  • Carroll
, 2019
, DIS 2019 - Proceedings of the 2019 ACM Designing Interactive Systems Conference
on p. 61-70

Database audit workload prioritization via game theory

  • Chao
  • Yan
  • Bo
  • Li
  • Yevgeniy
  • Vorobeychik
  • Aron
  • Laszka
  • Daniel
  • Fabbri
  • Bradley
  • Malin
, 2019
, ACM Transactions on Privacy and Security

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion

  • Xinye
  • Zheng
  • Jianbo
  • Ye
  • Yukun
  • Chen
  • Steve
  • Wistar
  • Jia
  • Li
  • Jose A.
  • Piedra Fernández
  • Michael A.
  • Steinberg
  • James Z.
  • Wang
, 2019
, IEEE Transactions on Geoscience and Remote Sensing
on p. 3788-3801

Embedding Training Within Warnings Improves Skills of Identifying Phishing Webpages

  • Aiping
  • Xiong
  • Robert W.
  • Proctor
  • Weining
  • Yang
  • Ninghui
  • Li
, 2019
, Human Factors
on p. 577-595

Gone viral: Content characteristics and relative quality of highly shared school psychology-related content on Pinterest

  • Cristin Marie
  • Hall
  • Nicole C.
  • Breeden
  • Nicklaus A.
  • Giacobe
, 2019
, Psychology in the Schools
on p. 959-976

Hacking difference in Indonesia

  • Cindy Lin
  • Kaiying
  • Silvia
  • Lindtner
  • Stefanie
  • Wuschitz
, 2019
on p. 1571-1582

Hierarchical clustering for discrimination discovery: A top-down approach

  • Neda
  • Nasiriani
  • Anna
  • Squicciarini
  • Zara
  • Saldanha
  • Sanchit
  • Goel
  • Nicola
  • Zannone
, 2019
, Proceedings - IEEE 2nd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2019
on p. 187-194

How gullible are you? predicting susceptibility to fake news

  • Tracy Jia
  • Shen
  • Robert
  • Cowell
  • Aditi
  • Gupta
  • Thai
  • Le
  • Amulya
  • Yadav
  • Dongwon
  • Lee
, 2019
, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science
on p. 287-288

Modeling the temporal dynamics of the gut microbial community in adults and infants

  • Liat
  • Shenhav
  • Ori
  • Furman
  • Leah
  • Briscoe
  • Mike
  • Thompson
  • Justin D.
  • Silverman
  • Itzhak
  • Mizrahi
  • Eran
  • Halperin
, 2019
, PLoS computational biology

On convergence rates of game theoretic reinforcement learning algorithms

  • Zhisheng
  • Hu
  • Minghui
  • Zhu
  • Ping
  • Chen
  • Peng
  • Liu
, 2019
, Automatica
on p. 90-101

Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks

  • Seok Hwan
  • Choi
  • Jin Myeong
  • Shin
  • Peng
  • Liu
  • Yoon Ho
  • Choi
, 2019
, 2019 IEEE Conference on Communications and Network Security, CNS 2019

Seeking common ground while reserving differences in gesture elicitation studies

  • Huiyue
  • Wu
  • Jiayi
  • Liu
  • Jiali
  • Qiu
  • Xiaolong (Luke)
  • Zhang
, 2019
, Multimedia Tools and Applications
on p. 14989-15010

Trust it or not: Effects of machine-learningwarnings in helping individuals mitigate misinformation

  • Haeseung
  • Seo
  • Aiping
  • Xiong
  • Dongwon
  • Lee
, 2019
, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science
on p. 265-274

Vaccine:: Obfuscating Access Pattern Against File-Injection Attacks

  • Hao
  • Liu
  • Boyang
  • Wang
  • Nan
  • Niu
  • Shomir
  • Wilson
  • Xuetao
  • Wei
, 2019
, 2019 IEEE Conference on Communications and Network Security, CNS 2019
on p. 109-117

(Re-)framing menopause experiences for HCI and design

  • Jeffrey
  • Bardzell
  • Shaowen
  • Bardzell
  • Amanda
  • Lazar
  • Norman Makoto
  • Su
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

A practice-led account of the conceptual evolution of UX knowledge

  • Yubo
  • Kou
  • Colin M.
  • Gray
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Accessible gesture typing for non-visual text entry on smartphones

  • Syed Masum
  • Billah
  • Yu Jung
  • Ko
  • Vikas
  • Ashok
  • Xiaojun
  • Bi
  • I. V.
  • Ramakrishnan
, 2019
, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

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

Of dolls and men: Anticipating sexual intimacy with robots

  • Norman Makoto
  • Su
  • Amanda
  • Lazar
  • Jeffrey
  • Bardzell
  • Shaowen
  • Bardzell
, 2019
, ACM Transactions on Computer-Human Interaction

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

Parting the Red Sea: Sociotechnical systems and lived experiences of menopause

  • Amanda
  • Lazar
  • Norman Makoto
  • Su
  • Jefrey
  • Bardzell
  • Shaowen
  • Bardzell
, 2019
, CHI 2019 - Proceedings 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