Research output per year
Research output per year
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Dive into the research topics where College of Information Sciences and Technology is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Saeed Abdullah
- College of Information Sciences and Technology - Associate Professor
- Institute for Computational and Data Sciences (ICDS)
Person: Academic
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Cynthia Ann Brewer
- College of Information Sciences and Technology - Professor
- Geography - Department Head, Professor
Person: Academic
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Betsy Campbell
- College of Information Sciences and Technology - Associate Teaching Professor
Person: Academic
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John Carroll
- College of Information Sciences and Technology - Distinguished Professor
Person: Academic
Research output
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A competitive baseline for deep learning enhanced data assimilation using conditional Gaussian ensemble Kalman filtering
Malik, Z. & Maulik, R., May 15 2025, In: Computer Methods in Applied Mechanics and Engineering. 440, 117931.Research output: Contribution to journal › Article › peer-review
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AmGNN: A Framework for Adaptive Processing of Inter-layer Information in Multi-layer Graph
Zhu, H., Wu, Z., Zhao, T. & Wang, S., 2025, Social Networks Analysis and Mining - 16th International Conference, ASONAM 2024, Proceedings. Aiello, L. M., Chakraborty, T. & Gaito, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 472-488 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15211 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A multi-scale cognitive interaction model of instrument operations at the Linac Coherent Light Source
Segal, J. I., Hu, W. L., Fuoss, P. H., Ritter, F. E. & Shrager, J., Jan 1 2025, In: Review of Scientific Instruments. 96, 1, 013005.Research output: Contribution to journal › Article › peer-review
Open Access -
An adaptive multimodal fusion framework for smartphone-based medication adherence monitoring of Parkinson's disease
Zhong, C., Jia, J. & Li, H., Jun 2025, In: Smart Health. 36, 100561.Research output: Contribution to journal › Review article › peer-review
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A practical guide to machine learning interatomic potentials – Status and future
Jacobs, R., Morgan, D., Attarian, S., Meng, J., Shen, C., Wu, Z., Xie, C. Y., Yang, J. H., Artrith, N., Blaiszik, B., Ceder, G., Choudhary, K., Csanyi, G., Cubuk, E. D., Deng, B., Drautz, R., Fu, X., Godwin, J., Honavar, V. & Isayev, O. & 10 others, , Mar 2025, In: Current Opinion in Solid State and Materials Science. 35, 101214.Research output: Contribution to journal › Review article › peer-review
1 Scopus citations -
A Watermark-Conditioned Diffusion Model for IP Protection
Min, R., Li, S., Chen, H. & Cheng, M., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 104-120 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15127 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs
Wang, Y., Zhao, T., Wu, Z. & Wang, S., Mar 10 2025, WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 678-687 10 p. (WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Class Incremental Learning from First Principles: A Review
Ashtekar, N., Zhu, J. & Honavar, V. G., 2025, In: Transactions on Machine Learning Research. 2025Research output: Contribution to journal › Article › peer-review
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Comparing Different Membership Inference Attacks with a Comprehensive Benchmark
Niu, J., Zhu, X., Zeng, M., Zhang, G., Zhao, Q., Huang, C., Zhang, Y., An, S., Wang, Y., Yue, X., He, Z., Guo, W., Shen, K., Liu, P., Zhang, L., Ma, J. & Zhang, Y., 2025, (Accepted/In press) In: IEEE Transactions on Information Forensics and Security.Research output: Contribution to journal › Article › peer-review
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Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector
Zhang, X., Lee, D. & Wang, S., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 196-213 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15139 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Travel: NSF Student Travel Grant for 2025 ACM International Conference on Supporting Group Work (ACM GROUP)
Kou, Y. (PI)
11/15/24 → 10/31/25
Project: Research project
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ReDDDot Phase 1: Planning Grant: Prioritization of Housing & Behavioral Health Services to Individuals and Families
Yadav, A. (PI), Huang, T.-H. K. (CoPI) & Lin, C. (CoPI)
10/1/24 → 9/30/26
Project: Research project
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RI: Small: Secure, Robust, and End-User Driven Prediction Aware Counterfactual Explanations
Yadav, A. (PI)
10/1/24 → 9/30/27
Project: Research project
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Collaborative Research: SaTC: EDU: A Lab-based Curriculum for Watermarking AI-Generated Content: Theory, Algorithms, and Robustness Testing
Jia, J. (PI)
8/15/24 → 7/31/27
Project: Research project
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CAREER: Enabling Human Situation Awareness across Physical and Cyber Spaces for Vehicle-to-Everything Communication Security and Driving Safety
Xiong, A. (PI)
7/15/24 → 6/30/29
Project: Research project
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CAREER: Enhancing Practical Defense Mechanisms against Memory Errors and Attacks
Hu, H. (PI)
7/1/24 → 6/30/29
Project: Research project
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SaTC: CORE: Small: Community-Based Support for Learning Community Norms
Kou, Y. (PI)
7/1/24 → 6/30/27
Project: Research project
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Collaborative Research: From Cornerstone to Capstone and Beyond: Transforming Engineering Teaming to Support a Diverse and Empowered Engineering Community
Miller, S. R. (PI), Simkins, S. J. (CoPI), Parkinson, M. B. (CoPI) & Menold, J. (CoPI)
7/1/24 → 6/30/29
Project: Research project
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III: Small: Towards Efficient Adaptive Federated Learning: Algorithms, Theories, and Applications
6/1/24 → 5/31/27
Project: Research project
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Voice Assistant to Provide Cognitive Stimulation Therapy at Scale
Abdullah, S. (PI)
6/1/24 → 5/31/26
Project: Research project