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.

Gatekeeper: Analyzing g-indexes and improving service quantification

Jingtao Han, Spyke Krepshaw, Dongwon Lee, 2020, JCDL 2020 - Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020 on p. 17-26

IScore: A novel graph kernel-based function for scoring protein-protein docking models

Cunliang Geng, Yong Jung, Nicolas Renaud, Vasant Honavar, Alexandre MJJ Bonvin, Li C Xue, 2020, Bioinformatics on p. 112-121

iScore: An MPI supported software for ranking protein–protein docking models based on a random walk graph kernel and support vector machines

Nicolas Renaud, Yong Jung, Vasant Honavar, Cunliang Geng, Alexandre MJJ Bonvin, Li C Xue, 2020, SoftwareX

Learning with small data

Zhenhui Li, Huaxiu Yao, Fenglong Ma, 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining on p. 884-887

Learning with small data

Huaxiu Yao, Xiaowei Jia, Vipin Kumar, Zhenhui Li, 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining on p. 3539-3540

Optimal and non-discriminative rehabilitation program design for opioid addiction among homeless youth

Amulya Yadav, Roopali Singh, Nikolas Siapoutis, Anamika Barman-Adhikari, 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020 on p. 4389-4395

PackerGrind: An Adaptive Unpacking System for Android Apps

Lei Xue, Hao Zhou, Xiapu Luo, Le Yu, Dinghao Wu, Yajin Zhou, Xiaobo Ma, 2020, IEEE Transactions on Software Engineering

Semi-synchronized Non-blocking Concurrent Kernel Cruising

Donghai Tian, Qiang Zeng, Dinghao Wu, Peng Liu, Changzhen Hu, 2020, IEEE Transactions on Cloud Computing

Simultaneous input and state estimation for stochastic nonlinear systems with additive unknown inputs

Hunmin Kim, Pinyao Guo, Minghui Zhu, Peng Liu, 2020, Automatica

Synthesizing family perspectives on health: Using fun, creative activities to stimulate health conversations

Jomara Sandbulte, Jordan Beck, Janice Whitaker, John M Carroll, 2020, Interactions on p. 8-9

Understanding strategy differences in a fault-finding task

Maik B Friedrich, Frank E Ritter, 2020, Cognitive Systems Research on p. 133-150

User-defined gesture interaction for in-vehicle information systems

Huiyue Wu, Yu Wang, Jiayi Liu, Jiali Qiu, Xiaolong (Luke) Zhang, 2020, Multimedia Tools and Applications on p. 263-288

Visual story post-editing

Ting Yao Hsu, Chieh Yang Huang, Yen Chia Hsu, Ting Hao Kenneth Huang, 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference on p. 6581-6586

3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling

Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang, 2020, IEEE Transactions on Emerging Topics in Computational Intelligence

A dynamic perspective of internet service provider adoption of emergent network technology: A case study of tribal digital village

Richard Canevez, Carleen Frances Maitland, Matthew Rantanen, 2020, Journal of Information Policy on p. 83-122

AsgLDP: Collecting and Generating Decentralized Attributed Graphs with Local Differential Privacy

Chengkun Wei, Shouling Ji, Changchang Liu, Wenzhi Chen, Ting Wang, 2020, IEEE Transactions on Information Forensics and Security on p. 3239-3254

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, 2020, Visual Computer

DeepReturn: A deep neural network can learn how to detect previously-unseen ROP payloads without using any heuristics

Xusheng Li, Zhisheng Hu, Haizhou Wang, Yiwei Fu, Ping Chen, Minghui Zhu, Peng Liu, 2020, Journal of Computer Security on p. 499-523

Detecting human—object interaction with multi-level pairwise feature network

Hanchao Liu, Tai Jiang Mu, Xiaolei Huang, 2020, Computational Visual Media

Exploiting Security Dependence for Conditional Speculation against Spectre Attacks

Lutan Zhao, Peinan Li, Rui Hou, Michael Huang, Peng Liu, Lixin Zhang, Dan Meng, 2020, IEEE Transactions on Computers

Exploring frame-based gesture design for immersive VR shopping environments

Huiyue Wu, Shengqian Fu, Liuqingqing Yang, Xiaolong Zhang, 2020, Behaviour and Information Technology on p. 1-22

Improving Topic-Based Data Exchanges among IoT Devices

Fu Chen, Peng Liu, Jianming Zhu, Sheng Gao, Yanmei Zhang, Meijiao Duan, Youwei Wang, Kai Hwang, 2020, Security and Communication Networks on p. 1939-0122

Materializing activism

Karin Hansson, Teresa Cerratto Pargman, Shaowen Bardzell, Hillevi Ganetz, Malin Sveningsson, Maria Sandgren, 2020, 17th European Conference on Computer Supported Cooperative Work, ECSCW 2019 - Salzburg, Austria

PaDNet: Pan-Density Crowd Counting

Yukun Tian, Yiming Lei, Junping Zhang, James Z Wang, 2020, IEEE Transactions on Image Processing on p. 2714-2727

Plagiarism Detection of Multi-Threaded Programs via Siamese Neural Networks

Zhenzhou Tian, Qing Wang, Cong Gao, Lingwei Chen, Dinghao Wu, 2020, IEEE Access on p. 160802-160814

REMIND: Risk Estimation Mechanism for Images in Network Distribution

Dan Lin, Douglas Steiert, Joshua Morris, Anna Squicciarini, Jianping Fan, 2020, IEEE Transactions on Information Forensics and Security on p. 539-552

Smell Pittsburgh: Engaging Community Citizen Science for AirQuality

Yen Chia Hsu, Jennifer Cross, Paul Dille, Michael Tasota, Beatrice Dias, Randy Sargent, Ting Hao (Kenneth) Huang, Illah Nourbakhsh, 2020, ACM Transactions on Interactive Intelligent Systems

Sparse regression models for unraveling group and individual associations in eQTL mapping

Wei Cheng, Xiang Zhang, Wei Wang, 2020, Methods in Molecular Biology on p. 105-121

Structural Image De-Identification for Privacy-Preserving Deep Learning

Dong Hyun Ko, Seok Hwan Choi, Jin Myeong Shin, Peng Liu, Yoon Ho Choi, 2020, IEEE Access on p. 119848-119862

The effects of controllability and explainability in a social recommender system

Chun-Hua Tsai, Peter Brusilovsky, 2020, User Modeling and User-Adapted Interaction

A hybrid self-attention deep learning framework for multivariate sleep stage classification

Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang, 2019, BMC bioinformatics

A reliability-aware vehicular crowdsensing system for pothole profiling

Weida Zhong, Qiuling Suo, Fenglong Ma, Yunfei Hou, Abhishek Gupta, Chunming Qiao, Lu Su, 2019, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

A three-stage real-time detector for traffic signs in large panoramas

Yizhi Song, Ruochen Fan, Sharon Huang, Zhe Zhu, Ruofeng Tong, 2019, Computational Visual Media on p. 403-416

Automated Tracking of Biopolymer Growth and Network Deformation with TSOAX

Ting Xu, Christos Langouras, Maral Adeli Koudehi, Bart E Vos, Ning Wang, Gijsje H Koenderink, Xiaolei Huang, Dimitrios Vavylonis, 2019, Scientific reports

Beyond Leaders and Followers: Understanding Participation Dynamics in Event-Based Social Networks

Jiawei Chen, Xiying Wang, Jordan Beck, Chuqing Wu, John M Carroll, 2019, International Journal of Human-Computer Interaction on p. 1892-1905

Exploring algorithmic fairness in robust graph covering problems

Aida Rahmattalabi, Phebe Vayanos, Anthony Fulginiti, Eric Rice, Bryan Wilder, Amulya Yadav, Milind Tambe, 2019, Advances in Neural Information Processing Systems

From proof-of-concept to exploitable: (One step towards automatic exploitability assessment)

Yan Wang, Wei Wu, Chao Zhang, Xinyu Xing, Xiaorui Gong, Wei Zou, 2019, Cybersecurity

Incorporating medical code descriptions for diagnosis prediction in healthcare

Fenglong Ma, Yaqing Wang, Houping Xiao, Ye Yuan, Radha Chitta, Jing Zhou, Jing Gao, 2019, BMC medical informatics and decision making

IProWA: A Novel Probabilistic Graphical Model for Crowdsourcing Aggregation

Tianqi Wang, Houping Xiao, Fenglong Ma, Jing Gao, 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 on p. 677-682

Large scale scene text verification with guided attention

Dafang He, Yeqing Li, Alexander Gorban, Derrall Heath, Julian Ibarz, Qian Yu, Daniel Kifer, C. Lee Giles, 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers on p. 260-275

On Generating Dominators of Customer Preferences

Jiang Bian, Weibo Wang, Xiang Zhang, Wei Weng, Arthur Huang, Zhishan Guo, 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 on p. 2177-2186

Online Federated Multitask Learning

Rui Li, Fenglong Ma, Wenjun Jiang, Jing Gao, 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 on p. 215-220

Part-time ride-sharing: Recognizing the context in which drivers ride-share and its impact on platform use

Ning F Ma, Benjamin Vincent Hanrahan, 2019, Proceedings of the ACM on Human-Computer Interaction

Phase-field modeling and machine learning of electric-thermal-mechanical breakdown of polymer-based dielectrics

Zhong Hui Shen, Jian Jun Wang, Jian Yong Jiang, Sharon X Huang, Yuan Hua Lin, Ce Wen Nan, Long Qing Chen, Yang Shen, 2019, Nature communications

Predicting Influence Probabilities using Graph Convolutional Networks

Jing Liu, Yudi Chen, Duanshun Li, Noseong Park, Kisung Lee, Dongwon Lee, 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 on p. 860-869

Stimulus-Response and Response-Effect Compatibility With Touchless Gestures and Moving Action Effects

Markus Janczyk, Aiping Xiong, Robert W Proctor, 2019, Human Factors on p. 1297-1314

Toward Image Privacy Classification and Spatial Attribution of Private Content

Haoti Zhong, Hao Li, Anna Squicciarini, Sarah Rajtmajer, David Miller, 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 on p. 1351-1360

A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction

Antonio Jesús Fernández-García, Luis Iribarne, Antonio Corral, Javier Criado, James Z Wang, 2019, Universal Access in the Information Society on p. 747-770

Adaptive neural network for node classification in dynamic networks

Dongkuan Xu, Wei Cheng, Dongsheng Luo, Yameng Gu, Xiao Liu, Jingchao Ni, Bo Zong, Haifeng Chen, Xiang Zhang, 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019 on p. 1402-1407

Adaptive structural co-regularization for unsupervised multi-view feature selection

Tsung Yu Hsieh, Yiwei Sun, Suhang Wang, Vasant Honavar, 2019, Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019 on p. 87-96