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.

Busting the one-voice-fits-all myth: Effects of similarity and customization of voice-assistant personality

  • Eugene C.
  • Snyder
  • Sanjana
  • Mendu
  • S. Shyam
  • Sundar
  • Saeed
  • Abdullah
, 2023
, International Journal of Human Computer Studies

Evidence of inter-state coordination amongst state-backed information operations

  • Xinyu
  • Wang
  • Jiayi
  • Li
  • Eesha
  • Srivatsavaya
  • Sarah
  • Rajtmajer
, 2023
, Scientific reports

Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection

  • Haizhou
  • Wang
  • Anoop
  • Singhal
  • Peng
  • Liu
, 2023
, Cybersecurity

Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles

  • Romit
  • Maulik
  • Romain
  • Egele
  • Krishnan
  • Raghavan
  • Prasanna
  • Balaprakash
, 2023
, Physica D: Nonlinear Phenomena

Physics-informed neural networks for mesh deformation with exact boundary enforcement

  • Atakan
  • Aygun
  • Romit
  • Maulik
  • Ali
  • Karakus
, 2023
, Engineering Applications of Artificial Intelligence

ABSLearn: a GNN-based framework for aliasing and buffer-size information retrieval

  • Ke
  • Liang
  • Jim
  • Tan
  • Dongrui
  • Zeng
  • Yongzhe
  • Huang
  • Xiaolei
  • Huang
  • Gang
  • Tan
, 2023
, Pattern Analysis and Applications
on p. 1171-1189

Performance of an open machine learning model to classify sleep/wake from actigraphy across ∼24-hour intervals without knowledge of rest timing

  • Daniel M
  • Roberts
  • Margeaux M
  • Schade
  • Lindsay
  • Master
  • Vasant G
  • Honavar
  • Nicole G
  • Nahmod
  • Anne-Marie
  • Chang
  • Daniel
  • Gartenberg
  • Orfeu M
  • Buxton
, 2023
, Sleep health

Random Walk on Multiple Networks

  • Dongsheng
  • Luo
  • Yuchen
  • Bian
  • Yaowei
  • Yan
  • Xiong
  • Yu
  • Jun
  • Huan
  • Xiao
  • Liu
  • Xiang
  • Zhang
, 2023
, IEEE Transactions on Knowledge and Data Engineering
on p. 8417-8430

BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior

  • Yanglan
  • Ou
  • Sharon X.
  • Huang
  • Kelvin K.
  • Wong
  • Jonathon
  • Cummock
  • John
  • Volpi
  • James Z.
  • Wang
  • Stephen T.C.
  • Wong
, 2023
, Computerized Medical Imaging and Graphics

Correct-by-Design Interacting Smart Contracts and a Systematic Approach for Verifying ERC20 and ERC721 Contracts with VeriSolid

  • Keerthi
  • Nelaturu
  • Anastasia
  • Mavridou
  • Emmanouela
  • Stachtiari
  • Andreas
  • Veneris
  • Aron
  • Laszka
, 2023
, IEEE Transactions on Dependable and Secure Computing
on p. 3110-3127

Designing for and Reflecting upon Resilience in Health and Wellbeing

  • Xinning
  • Gui
  • Yuhan
  • Luo
  • Xianghua(Sharon)
  • Ding
  • Saeed
  • Abdullah
  • Emma
  • Dixon
  • Shaowen
  • Bardzell
, 2023
, 2023 ACM Designing Interactive Systems Conference, DIS 2023 Companion
on p. 135-137

Detecting Vulnerabilities in Linux-Based Embedded Firmware with SSE-Based On-Demand Alias Analysis

  • Kai
  • Cheng
  • Yaowen
  • Zheng
  • Tao
  • Liu
  • Le
  • Guan
  • Peng
  • Liu
  • Hong
  • Li
  • Hongsong
  • Zhu
  • Kejiang
  • Ye
  • Limin
  • Sun
, 2023
, 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2023
on p. 360-372

Forecasting User Interests Through Topic Tag Predictions in Online Health Communities

  • Amogh Subbakrishna
  • Adishesha
  • Lily
  • Jakielaszek
  • Fariha
  • Azhar
  • Peixuan
  • Zhang
  • Vasant
  • Honavar
  • Fenglong
  • Ma
  • Chandra
  • Belani
  • Prasenjit
  • Mitra
  • Sharon Xiaolei
  • Huang
, 2023
, IEEE Journal of Biomedical and Health Informatics
on p. 3645-3656

Learning Fair Graph Neural Networks With Limited and Private Sensitive Attribute Information

  • Enyan
  • Dai
  • Suhang
  • Wang
, 2023
, IEEE Transactions on Knowledge and Data Engineering
on p. 7103-7117

Multi-Stakeholder Privacy and Safety on Content Creation Platforms

  • Yao
  • Li
  • Yubo
  • Kou
  • Renkai
  • Ma
  • Yanlai
  • Wu
  • Guo
  • Freeman
  • Bryan
  • Semaan
, 2023
, 2023 ACM Designing Interactive Systems Conference, DIS 2023 Companion
on p. 121-123

Technology-based supportive care for metastatic breast cancer patients

  • Kathryn H.
  • Schmitz
  • Beth
  • Kanski
  • Brett
  • Gordon
  • Maxime
  • Caru
  • Monali
  • Vasakar
  • Cristina
  • Truica
  • Ming
  • Wang
  • Shawna
  • Doerksen
  • Abby
  • Lorenzo
  • Renate
  • Winkels
  • Ling
  • Qiu
  • Saeed
  • Abdullah
, 2023
, Supportive Care in Cancer

The evolution of scientific literature as metastable knowledge states

  • Sai Dileep
  • Koneru
  • David Rench
  • McCauley
  • Michael C.
  • Smith
  • David
  • Guarrera
  • Jenn
  • Robinson
  • Sarah
  • Rajtmajer
, 2023
, PloS one

Understanding the Usages, Lifecycle, and Opportunities of Screen Readers' Plugins

  • Farhani
  • Momotaz
  • Md
  • Ehtesham-Ul-Haque
  • Syed Masum
  • Billah
, 2023
, ACM Transactions on Accessible Computing

Women with metastatic breast cancer don't just follow step-count trends, they exceed them: an exploratory study

  • Maxime
  • Caru
  • Saeed
  • Abdullah
  • Ling
  • Qiu
  • Bethany
  • Kanski
  • Brett
  • Gordon
  • Cristina I.
  • Truica
  • Monali
  • Vasakar
  • Shawna
  • Doerksen
  • Kathryn H.
  • Schmitz
, 2023
, Breast Cancer Research and Treatment
on p. 265-270

Can You Answer This? - Exploring Zero-Shot QA Generalization Capabilities in Large Language Models

  • Saptarshi
  • Sengupta
  • Shreya
  • Ghosh
  • Preslav
  • Nakov
  • Prasenjit
  • Mitra
, 2023
, 37th AAAI Conference on Artificial Intelligence, AAAI 2023
on p. 16318-16319

Food insufficiency and Twitter emotions during a pandemic

  • Stephan J.
  • Goetz
  • Connor
  • Heaton
  • Muhammad
  • Imran
  • Yuxuan
  • Pan
  • Zheng
  • Tian
  • Claudia
  • Schmidt
  • Umair
  • Qazi
  • Ferda
  • Ofli
  • Prasenjit
  • Mitra
, 2023
, Applied Economic Perspectives and Policy
on p. 1189-1210

Multi-fidelity reinforcement learning framework for shape optimization

  • Prasanna
  • Sahil
  • Bhola
  • Suraj
  • Pawar
  • Balaprakash
  • Romit
  • Maulik
, 2023
, Journal of Computational Physics

SpaceX Mag: An Automatic, Scalable, and Rapid Space Compactor for Optimizing Smartphone App Interfaces for Low-Vision Users

  • Md Touhidul
  • Islam
  • Syed Masum
  • Billah
, 2023
, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Time Series Contrastive Learning with Information-Aware Augmentations

  • Dongsheng
  • Luo
  • Wei
  • Cheng
  • Yingheng
  • Wang
  • Dongkuan
  • Xu
  • Jingchao
  • Ni
  • Wenchao
  • Yu
  • Xuchao
  • Zhang
  • Yanchi
  • Liu
  • Yuncong
  • Chen
  • Haifeng
  • Chen
  • Xiang
  • Zhang
, 2023
on p. 4534-4542

Understanding research related to designing for children’s privacy and security: A document analysis

  • Priya C.
  • Kumar
  • Fiona
  • O’Connell
  • Lucy
  • Li
  • Virginia L.
  • Byrne
  • Marshini
  • Chetty
  • Tamara L.
  • Clegg
  • Jessica
  • Vitak
, 2023
, 22nd Annual ACM Interaction Design and Children Conference: Rediscovering Childhood, IDC 2023
on p. 335-354

CondTraj-GAN: Conditional Sequential GAN for Generating Synthetic Vehicle Trajectories

  • Nils
  • Henke
  • Shimon
  • Wonsak
  • Prasenjit
  • Mitra
  • Michael
  • Nolting
  • Nicolas
  • Tempelmeier
, 2023
, Conditional Sequential GAN for Generating Synthetic Vehicle Trajectories
on p. 79-91

Nationality Bias in Text Generation

  • Pranav Narayanan
  • Venkit
  • Sanjana
  • Gautam
  • Ruchi
  • Panchanadikar
  • Ting Hao
  • Huang
  • Shomir
  • Wilson
, 2023
, 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023
on p. 116-122

You Need to Look Globally: Discovering Representative Topology Structures to Enhance Graph Neural Network

  • Huaisheng
  • Zhu
  • Xianfeng
  • Tang
  • Tian Xiang
  • Zhao
  • Suhang
  • Wang
, 2023
, 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023
on p. 40-52

"Defaulting to boilerplate answers, they didn't engage in a genuine conversation": Dimensions of Transparency Design in Creator Moderation

  • Renkai
  • Ma
  • Yubo
  • Kou
, 2023
, Proceedings of the ACM on Human-Computer Interaction

A Probabilistic Model and Metrics for Estimating Perceived Accessibility of Desktop Applications in Keystroke-Based Non-Visual Interactions

  • Md Touhidul
  • Islam
  • Donald E.
  • Porter
  • Syed Masum
  • Billah
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Accessible Data Representation with Natural Sound

  • Md Naimul
  • Hoque
  • Md
  • Ehtesham-Ul-Haque
  • Niklas
  • Elmqvist
  • Syed Masum
  • Billah
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Addressing metastatic individuals everyday: Rationale and design of the nurse AMIE for Amazon Echo Show trial among metastatic breast cancer patients

  • Brett R.
  • Gordon
  • Ling
  • Qiu
  • Shawna E.
  • Doerksen
  • Bethany
  • Kanski
  • Abigail
  • Lorenzo
  • Cristina I.
  • Truica
  • Monali
  • Vasekar
  • Ming
  • Wang
  • Renate M.
  • Winkels
  • Saeed
  • Abdullah
  • Kathryn H.
  • Schmitz
, 2023
, Contemporary Clinical Trials Communications

AutoML in The Wild: Obstacles, Workarounds, and Expectations

  • Yuan
  • Sun
  • Qiurong
  • Song
  • Xinning
  • Gui
  • Fenglong
  • Ma
  • Ting
  • Wang
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Creation and Analysis of a Corpus of Scam Emails Targeting Universities

  • Grace
  • Ciambrone
  • Shomir
  • Wilson
, 2023
, 2023 World Wide Web Conference, WWW 2023
on p. 24-27

Do Language Models Plagiarize?

  • Jooyoung
  • Lee
  • Thai
  • Le
  • Jinghui
  • Chen
  • Dongwon
  • Lee
, 2023
, 2023 World Wide Web Conference, WWW 2023
on p. 3637-3647

Do Streamers Care about Bystanders' Privacy? An Examination of Live Streamers' Considerations and Strategies for Bystanders' Privacy Management

  • Yanlai
  • Wu
  • Xinning
  • Gui
  • Pamela J.
  • Wisniewski
  • Yao
  • Li
, 2023
, Proceedings of the ACM on Human-Computer Interaction

From Yellow Peril to Model Minority: Asian stereotypes in social media during the COVID-19 pandemic

  • Xinyu
  • Wang
  • Maggie
  • Wu
  • Sarah
  • Rajtmajer
, 2023
, 15th ACM Web Science Conference, WebSci 2023
on p. 283-291

Jointly Attacking Graph Neural Network and its Explanations

  • Wenqi
  • Fan
  • Han
  • Xu
  • Wei
  • Jin
  • Xiaorui
  • Liu
  • Xianfeng
  • Tang
  • Suhang
  • Wang
  • Qing
  • Li
  • Jiliang
  • Tang
  • Jianping
  • Wang
  • Charu
  • Aggarwal
, 2023
, 39th IEEE International Conference on Data Engineering, ICDE 2023
on p. 654-667

Knowing How Long a Storm Might Last Makes it Easier to Weather: Exploring Needs and Attitudes Toward a Data-driven and Preemptive Intervention System for Bipolar Disorder

  • Johnna
  • Blair
  • Dahlia
  • Mukherjee
  • Erika F.H.
  • Saunders
  • Saeed
  • Abdullah
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Motivation to Use Fitness Application for Improving Physical Activity Among Hispanic Users: The Pivotal Role of Interactivity and Relatedness

  • Maria D.
  • Molina
  • Emily S.
  • Zhan
  • Devanshi
  • Agnihotri
  • Saeed
  • Abdullah
  • Pallav
  • Deka
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Multi-Platform Content Creation: The Configuration of Creator Ecology through Platform Prioritization, Content Synchronization, and Audience Management

  • Renkai
  • Ma
  • Xinning
  • Gui
  • Yubo
  • Kou
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Privacy Interventions and Education (PIE): Encouraging Privacy Protective Behavioral Change Online

  • Garrett
  • Smith
  • Kirsten
  • Chapman
  • Zainab
  • Agha
  • Janet
  • Ruppert
  • Spring
  • Cullen
  • Sushmita
  • Khan
  • Bart
  • Knijnenburg
  • Jessica
  • Vitak
  • Priya C.
  • Kumar
  • Pamela J.
  • Wisniewski
  • Xinru
  • Page
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Transparency, Fairness, and Coping: How Players Experience Moderation in Multiplayer Online Games

  • Renkai
  • Ma
  • Yao
  • Li
  • Yubo
  • Kou
, 2023
, 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023

Unnoticeable Backdoor Attacks on Graph Neural Networks

  • Enyan
  • Dai
  • Minhua
  • Lin
  • Xiang
  • Zhang
  • Suhang
  • Wang
, 2023
on p. 2263-2273

Automated Machine Learning to Evaluate the Information Content of Tropospheric Trace Gas Columns for Fine Particle Estimates Over India: A Modeling Testbed

  • Zhonghua
  • Zheng
  • Arlene M.
  • Fiore
  • Daniel M.
  • Westervelt
  • George P.
  • Milly
  • Jeff
  • Goldsmith
  • Alexandra
  • Karambelas
  • Gabriele
  • Curci
  • Cynthia A.
  • Randles
  • Antonio R.
  • Paiva
  • Chi
  • Wang
  • Qingyun
  • Wu
  • Sagnik
  • Dey
, 2023
, Journal of Advances in Modeling Earth Systems

Differentiable physics-enabled closure modeling for Burgers’ turbulence

  • Varun
  • Shankar
  • Vedant
  • Puri
  • Ramesh
  • Balakrishnan
  • Romit
  • Maulik
  • Venkatasubramanian
  • Viswanathan
, 2023
, Machine Learning: Science and Technology

Exploring the challenges of AI experts to inform AI curriculum

  • Sanjana
  • Gautam
  • Mahir
  • Akgun
  • Prasenjit
  • Mitra
, 2023
, 54th ACM Technical Symposium on Computer Science Education, SIGCSE 2023
on p. 1338

Semantics-Preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection

  • Lan
  • Zhang
  • Peng
  • Liu
  • Yoon Ho
  • Choi
  • Ping
  • Chen
, 2023
, IEEE Transactions on Dependable and Secure Computing
on p. 1390-1402

Editorial for special issue on explainable and generalizable deep learning methods for medical image computing

  • Guotai
  • Wang
  • Shaoting
  • Zhang
  • Xiaolei
  • Huang
  • Tom
  • Vercauteren
  • Dimitris
  • Metaxas
, 2023
, Medical Image Analysis

Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd counting

  • Jiaqi
  • Gao
  • Jingqi
  • Li
  • Hongming
  • Shan
  • Yanyun
  • Qu
  • James Z.
  • Wang
  • Fei Yue
  • Wang
  • Junping
  • Zhang
, 2023
, Frontiers of Information Technology and Electronic Engineering
on p. 187-202