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Dive into the research topics where Ioannis Koutis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Collaborative Research: CyberTraining: Pilot: Cyberinfrastructure-Enabled Machine Learning for Understanding and Forecasting Space Weather
Wang, J. (PI), Wang, H. (CoPI), Oria, V. (CoPI) & Koutis, I. (CoPI)
9/1/23 → 8/31/26
Project: Research project
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Practice-friendly theory and algorithms for linear regression problems
Avron, H. H. (PI), Drineas, P. (CoPI) & Koutis, I. (CoPI)
United States-Israel Binational Science Foundation
1/1/17 → …
Project: Research project
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CAREER: Fast algorithms via a spectral theory for graphs with a prescribed cut structure
Koutis, I. (PI)
10/22/18 → 6/30/20
Project: Research project
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Ccf-Bsf: Af: Small: Collaborative Research: Practice-Friendly Theory And Algorithms For Linear Regression Problems
Koutis, I. (PI)
10/1/18 → 9/30/21
Project: Research project
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HiPerMotif: Novel Parallel Subgraph Isomorphism in Large-Scale Property Graphs
Dindoost, M., Rodriguez, O. A., Bryg, B., Koutis, I. & Bader, D., 2025, 2025 IEEE High Performance Extreme Computing Conference, HPEC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE High Performance Extreme Computing Conference, HPEC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
K-SpecPart: Supervised Embedding Algorithms and Cut Overlay for Improved Hypergraph Partitioning
Bustany, I., Kahng, A. B., Koutis, I., Pramanik, B. & Wang, Z., Apr 1 2024, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 43, 4, p. 1232-1245 14 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Prompt Wrangling: On Replication and Generalization in Large Language Models for PCG Levels
Moradi Karkaj, A., Nelson, M. J., Koutis, I. & Hoover, A. K., May 21 2024, Proceedings of the 19th International Conference on the Foundations of Digital Games, FDG 2024. Smith, G., Whitehead, J., Samuel, B., Spiel, K. & van Rozen, R. (eds.). Association for Computing Machinery, 76. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
SGCP: a spectral self-learning method for clustering genes in co-expression networks
Aghaieabiane, N. & Koutis, I., Dec 2024, In: BMC Bioinformatics. 25, 1, 230.Research output: Contribution to journal › Article › peer-review
Open Access -
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
Gastinger, J., Huang, S., Galkin, M., Loghmani, E., Parviz, A., Poursafaei, F., Danovitch, J., Rossi, E., Koutis, I., Stuckenschmidt, H., Rabbany, R. & Rabusseau, G., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations
Press/Media
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NJIT SELECTED TO JOIN AACANDU'S INSTITUTE ON ARTIFICIAL INTELLIGENCE
10/28/24
1 item of Media coverage
Press/Media: Press / Media
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HOT TOPICS OF GENERATIVE AI ARE THE FOCUS OF 2023 DATA SCIENCE SUMMIT
Roshan, U., Du, M., Bader, D., Xu, M. & Koutis, I.
11/9/23
1 item of Media coverage
Press/Media: Press / Media
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FOR THE CLASS OF 2025, RESILIENCY AND HELP ARE THE KEYS TO SUCCESS
Basu Roy, S., Li, M., Guvendiren, M., Biswal, B., Deek, F., Barden, P., Kosovichev, A., Wohn, D., Chen, Y., Flammang-Lockyer, B., Mitra, S., Fresneda Fernandez, J. E., Esperdy, G., Boufadel, M., Simon, L., Cummings, L., Wang, C., Shang, Z., Matveev, V., Ansari, N., Koutis, I., Zhang, H., Bandelt, M., Adams, M. & Theodore, G.
9/27/21
1 item of Media coverage
Press/Media: Press / Media