Projects per year
Personal profile
Expertise related to UN SDGs
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
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Collaborative Research: Reliable Materials Simulation based on the Knowledgebase of Interatomic Models (KIM)
Tadmor, E. B., Elliott, R. S. & Karypis, G.
10/1/18 → 9/30/22
Project: Research project
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High-Performance Static and Streaming Tensor Factorization Algorithms
8/10/18 → 8/9/21
Project: Research project
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REU Site: Computational Methods for Discovery Driven by
Karypis, G., Larson, A. C. & Suma Rosenberg, E.
4/1/18 → 3/31/22
Project: Research project
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University of Minnesota Clinical and Translational Science Institute (UMN CTSI)
Blazar, B. R., AbuSalah, A. M., Adam, T. J., Aliferis, MD, PhD, C., Allen, J., Beckman, K. B., Billings, J. L., Bloomfield, H. E., Bornsztein, B., Brearley, A. M., Call, K. T., Chi, C., Clancy, T. R., Connett, J. E., Daniels, B. S., Eder, M., El-Fakahany, E. E., Fischer, G., Fulkerson, J., Garwood, M., Georgopoulos, A. P., Guan, W., Henderson, J. N., Hodges, J. S., Ingbar, D. H., Jones-Webb, R. J., Jordan, C., Karypis, G., Knights, D., Kumar, V., LeBien, T. W., Lim, K. O., Ma, S., Melton-Meaux, G. B., Myers, C. L., Neuhauser, C., Oakes, M., Okuyemi, K., Pakhomov, S. V., Panoskaltsis-Mortari, A., Pieczkiewicz, D. S., Raymond, N. C., Riggs, S., Rudser, K., Ruggles, S., Schacker, T. W., Schleiss, M. R., Shekhar, S., Shen, S., Simon, G. J., Ugurbil, K., Vock, D. M., Volkov, B. B., Wang, J., Warren (he/him/his), R., Weber-Main, A. M., Weisdorf, D. J., Wolf, S. M., Zellmer-Bruhn, M. E. & Zhang, R.
NIH NAT'L CTR FOR ADVANCING TRAN SCIENCE
3/30/18 → 2/28/23
Project: Research project
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III: Medium: High-Performance Factorization Tools for Co
Karypis, G. & Sidiropoulos, N.
9/1/17 → 8/31/21
Project: Research project
Research output
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Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
Liu, Y., Li, Z., Pan, S., Gong, C., Zhou, C. & Karypis, G., Apr 5 2021, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. PPResearch output: Contribution to journal › Article › peer-review
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Importance assessment in scholarly networks
Manchanda, S. & Karypis, G., 2021, In: CEUR Workshop Proceedings. 2831Research output: Contribution to journal › Conference article › peer-review
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Scalable Graph Neural Networks with Deep Graph Library
Zheng, D., Wang, M., Gan, Q., Song, X., Zhang, Z. & Karypis, G., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1141-1142 2 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Scalable Label Propagation for Multi-relational Learning on the Tensor Product of Graphs
Li, Z., Petegrosso, R., Smith, S., Sterling, D., Karypis, G. & Kuang, R., 2021, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering.Research output: Contribution to journal › Article › peer-review
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Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks
Nikolakopoulos, A. N. & Karypis, G., Oct 2020, In: ACM Transactions on Knowledge Discovery from Data. 14, 6, 3406241.Research output: Contribution to journal › Article › peer-review
Datasets
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Regions of High Confidence in Chinese Hamster and CHO-K1 Genome Assemblies
Bandyopadhyay, A., Hu, W., Jacob, N. M., Johnson, K., Karypis, G., Le, H., Mudge, J., Onsongo, I. G., Ramaraj, T., Sharma, M., Silverstein, K., Vishwanathan, N. & Fu, H., Data Repository for the University of Minnesota, 2016
DOI: 10.13020/D6Z304, http://dx.doi.org/10.13020/D6Z304
Dataset
Press / Media
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UMN researchers’ graph could find COVID-19 treatments
George Karypis & Vasileios Ioannidis
6/1/20
1 item of Media coverage
Press/Media: Research