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.

Online and scalable adaptive cyber defense

Benjamin W Priest, George Cybenko, Satinder Singh, Massimiliano Albanese, Peng Liu, 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) on p. 232-261

Overview of Control and Game Theory in Adaptive Cyber Defenses

George Cybenko, Michael Wellman, Peng Liu, Minghui Zhu, 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) on p. 1-11

Participatory asymmetry: Theorizing media objects and media flows in a framework of participatory production

Rob Grace, Fred Fonseca, 2019, First Monday on p. 1

Personalized sleep parameters estimation from actigraphy: A machine learning approach

Aria Khademi, Yasser El-Manzalawy, Lindsay Master, Orfeu M Buxton, Vasant G Honavar, 2019, Nature and Science of Sleep on p. 387-399

Reinforcement learning for adaptive cyber defense against zero-day attacks

Zhisheng Hu, Ping Chen, Minghui Zhu, Peng Liu, 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) on p. 54-93

Reports of the AAAI 2019 spring symposium series

Ioana Baldini, Clark Barrett, Antonio Chella, Carlos Cinelli, David Gamez, Leilani H Gilpin, Knut Hinkelmann, Dylan Holmes, Takashi Kido, Murat Kocaoglu, William F Lawless, Alessio Lomuscio, Jamie C Macbeth, Andreas Martin, Ranjeev Mittu, Evan Patterson, Donald Sofge, Prasad Tadepalli, Keiki Takadama, Shomir Wilson, 2019, AI Magazine on p. 59-66

Revisiting spatial-temporal similarity: A deep learning framework for traffic prediction

Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Zhenhui Li, 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 on p. 5668-5675

Sec-lib: Protecting scholarly digital libraries from infected papers using active machine learning framework

Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, Lee Giles, 2019, IEEE Access on p. 110050-110073

Technology, autonomy, and manipulation

Daniel Susser, Beate Roessler, Helen Nissenbaum, 2019, Internet Policy Review

The Gesture Disagreement Problem in Free-hand Gesture Interaction

Huiyue Wu, Shaoke Zhang, Jiayi Liu, Jiali Qiu, Xiaolong (Luke) Zhang, 2019, International Journal of Human-Computer Interaction on p. 1102-1114

Adoption of population-level statistical methods did transform psychological science but for the better: Commentary on Lamiell (2018)

Robert W Proctor, Aiping Xiong, 2018, American Journal of Psychology on p. 483-487

Analyzing privacy policies at scale: From crowdsourcing to automated annotations

Shomir Wilson, Florian Schaub, Frederick Liu, Kanthashree Mysore Sathyendra, Daniel Smullen, Sebastian Zimmeck, Rohan Ramanath, Peter Story, Fei Liu, Norman Sadeh, Noah A Smith, 2018, ACM Transactions on the Web

AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He, 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018 on p. 1316-1324

Deep Headline Generation for Clickbait Detection

Kai Shu, Suhang Wang, Thai Le, Dongwon Lee, Huan Liu, 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018 on p. 467-476

Defending Against Adversarial Samples Without Security through Obscurity

Wenbo Guo, Qinglong Wang, Kaixuan Zhang, Alexander G Ororbia, Sui Huang, Xue Liu, C Lee Giles, Lin Lin, Xinyu Xing, 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018 on p. 137-146

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media

Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong Zhang, 2018, 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings on p. 36-47

Explaining deep learning models - A Bayesian non-parametric approach

Wenbo Guo, Sui Huang, Yunzhe Tao, Xinyu Xing, Lin Lin, 2018, Advances in Neural Information Processing Systems on p. 4514-4524

Feedback control can make data structure layout randomization more cost-effective under zero-day attacks

Ping Chen, Zhisheng Hu, Jun Xu, Minghui Zhu, Peng Liu, 2018, Cybersecurity

From public gatherings to the burst of collective violence: An agent-based emotion contagion model

Lida Huang, Guoray Cai, Hogyong Yuan, Jianguo Chen, 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018 on p. 193-198

Investigating the Amazon Mechanical Turk Market Through Tool Design

Benjamin V Hanrahan, David Martin, Jutta Willamowski, John M Carroll, 2018, Computer Supported Cooperative Work: CSCW: An International Journal on p. 1255-1274

ISI 2018 Welcome: Welcome message from conference general chair

Dongwon Lee, 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018

Learning to Parse Wireframes in Images of Man-Made Environments

Kun Huang, Yifan Wang, Zihan Zhou, Tianjiao Ding, Shenghua Gao, Yi Ma, 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018 on p. 626-635

On Multi-query Local Community Detection

Yuchen Bian, Yaowei Yan, Wei Cheng, Wei Wang, Dongsheng Luo, Xiang Zhang, 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018 on p. 18-Sep

Piloting the use of artificial intelligence to enhance HIV prevention interventions for youth experiencing homelessness

Eric Rice, Amanda Yoshioka-Maxwell, Robin Petering, Laura Onasch-Vera, Jaih Craddock, Milind Tambe, Amulya Yadav, Bryan Wilder, Darlene Woo, Hailey Winetrobe, Nicole Wilson, 2018, Journal of the Society for Social Work and Research on p. 551-573

Security-first architecture: deploying physically isolated active security processors for safeguarding the future of computing

Dan Meng, Rui Hou, Gang Shi, Bibo Tu, Aimin Yu, Ziyuan Zhu, Xiaoqi Jia, Peng Liu, 2018, Cybersecurity

Take it or leave it: A survey study on operating system upgrade practices

Sadegh Farhang, Jake Weidman, Mohammad Mahdi Kamani, Jens Grossklags, Peng Liu, 2018, ACM International Conference Proceeding Series on p. 490-504

Towards Interpretation of Recommender Systems with Sorted Explanation Paths

Fan Yang, Ninghao Liu, Suhang Wang, Xia Hu, 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018 on p. 667-676

A user similarity-based Top-N recommendation approach for mobile in-application advertising

Jinlong Hu, Junjie Liang, Yuezhen Kuang, Vasant Honavar, 2018, Expert Systems With Applications on p. 51-60

Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Tsung Yu Hsieh, Yasser EL-Manzalawy, Yiwei Sun, Vasant Honavar, 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings on p. 740-752

Interface cues to promote disclosure and build community: An experimental test of crowd and connectivity cues in an online sexual health forum

Jinyoung Kim, Andrew Gambino, S Shyam Sundar, Mary Beth Rosson, Chulakorn Aritajati, Jun Ge, Christine Fanning, 2018, Proceedings of the ACM on Human-Computer Interaction

ISJ Editorial

Eileen M Trauth, K D Joshi, Lynette Kvasny Yarger, 2018, Information Systems Journal on p. 989-994

RedDroid: Android Application Redundancy Customization Based on Static Analysis

Yufei Jiang, Qinkun Bao, Shuai Wang, Xiao Liu, Dinghao Wu, 2018, Proceedings - 29th IEEE International Symposium on Software Reliability Engineering, ISSRE 2018 on p. 189-199

Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths

Xiaoyan Sun, Jun Dai, Peng Liu, Anoop Singhal, John Yen, 2018, IEEE Transactions on Information Forensics and Security on p. 2506-2521

Welcome to the WASPI workshop

Robert Dyer, Vasant Honavar, Gary T Leavens, Hoan Anh Nguyen, Tien N Nguyen, Hridesh Rajan, 2018, WASPI 2018 - Proceedings of the 1st ACM SIGSOFT International Workshop on Automated Specification Inference, Co-located with FSE 2018 on p. III

"is a picture really worth a thousand words?": A case study on classifying user attributes on Instagram

Junho Song, Kyungsik Han, Dongwon Lee, Sang Wook Kim, 2018, PloS one

3rd international workshop on mental health and well-being: Sensing and intervention

Saeed Abdullah, Akane Sano, Elizabeth L Murnane, Mirco Musolesi, Jakob E Bardram, Sandra Servia, Tanzeem Choudhury, 2018, UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers on p. 1681-1685

Detecting outliers in data with correlated measures

Yu Hsuan Kuo, Zhenhui Li, Daniel Kifer, 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management on p. 287-296

Exploiting user actions for app recommendations

Kai Shu, Suhang Wang, Huan Liu, Jiliang Tang, Yi Chang, Ping Luo, 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018 on p. 139-142

Healthcare opportunities: Experts' perspectives on integrating technology into prehabilitation

Haining Zhu, John M Carroll, 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing on p. 149-152

Lambda obfuscation

Pengwei Lan, Pei Wang, Shuai Wang, Dinghao Wu, 2018, Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Proceedings on p. 206-224

Learning a hierarchical latent-variable model of 3D shapes

Shikun Liu, Lee Giles, Alexander Ororbia, 2018, Proceedings - 2018 International Conference on 3D Vision, 3DV 2018 on p. 542-551

Lemna: Explaining deep learning based security applications

Wenbo Guo, Dongliang Mu, Jun Xu, Purui Su, Gang Wang, Xinyu Xing, 2018, CCS 2018 - Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security on p. 364-379

Local and global information preserved network embedding

Yao Ma, Suhang Wang, Jiliang Tang, 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018 on p. 222-225

Multidisciplinary care for facial paralysis patients: Collaboration between carers

Haining Zhu, John M Carroll, 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing on p. 189-192

Ordinary innovations of older adults: An interview study to understand interest development in aging

Xiying Wang, Tiffany Knearem, John M Carroll, 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing on p. 253-256

PhamilyHealth: A photo sharing system for intergenerational family collaboration on health

Jomara Binda, Elitza Georgieva, Yujing Yang, Fanlu Gui, Jordan Beck, John Carroll, 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing on p. 337-340

Random-forest-inspired neural networks

Suhang Wang, Charu Aggarwal, Huan Liu, 2018, ACM Transactions on Intelligent Systems and Technology

SecControl: Bridging the gap between security tools and SDN controllers

Li Wang, Dinghao Wu, 2018, Security and Privacy in Communication Networks - SecureComm 2017 International Workshops, ATCS and SePrIoT, Proceedings on p. 11-31

SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation

Yuan Xue, Tao Xu, Han Zhang, L Rodney Long, Xiaolei Huang, 2018, Neuroinformatics on p. 383-392

SmartGroup: A tool-based approach to scale-free small-group learning activities

Haining Zhu, Nitish K Rai, John M Carroll, 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing on p. 261-264