Projects per year
Overview
Education/Academic qualification
Comp-Comp Sci, Doctorate Degree
Fingerprint
Dive into the research topics where Ramakrishnan {ramki} Kannan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Projects
- 1 Active
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ENGAGE: Energy-efficient Novel Algorithms and Architectures for Graph Learning
Potok, T. (PI), Guojing, C. C. (CoPI), Patton, R. (CoPI), Kannan, R. {. (CoPI), Gunaratne, C. (CoPI), Date, P. (CoPI), Coletti, M. (CoPI), Gautam, A. (CoPI), Lim, S.-H. (CoPI), Bose, A. (CoPI), Schuman, C. (CoPI) & Parsa, M. (CoPI)
Advanced Scientific Computing Research
09/1/24 → 08/31/27
Project: Research
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Community detection robustness of graph neural networks
Goel, J., Moriano, P., Kannan, R. & Gel, Y. R., Apr 1 2026, In: Physical Review Research. 8, 2, 023123.Research output: Contribution to journal › Article › peer-review
Open Access -
AI-Powered Knowledge Graphs for Neuromorphic and Energy-Efficient Computing
Gautam, A., Patton, R., Potok, T., Kannan, R., Aimone, J. & Severa, W., Jun 29 2025, GLSVLSI 2025 - Proceedings of the Great Lakes Symposium on VLSI 2025. Association for Computing Machinery, p. 996-1001 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Fast Active-Set Thresholding Method for Nonnegative Least Squares
Cobb, B., Kannan, R., Pieper, K., Sao, P., Soh, Y., Choi, J. W., Vuduc, R. & Park, H., 2025, In: Proceedings of the IEEE International Conference on Big Data, BigData. 2025, p. 856-867 12 p.Research output: Contribution to journal › Conference article › peer-review
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Fragile Earth: Innovative AI for Climate Risk Mitigation
Eftelioglu, E., Abe, N., Kannan, R., Chen, Y., Buckingham, K., Ganguly, A. & Hodson, J., Aug 3 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6272-6273 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Scalable and Efficient Tensor Message-Passing Hypergraph Neural Networks
Taimoor, S. A., Shivakumar, S., Liu, X., Kannan, R. & Li, J., 2025, In: Proceedings of the IEEE International Conference on Big Data, BigData. 2025, p. 6676-6680 5 p.Research output: Contribution to journal › Conference article › peer-review
Datasets
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COVID-19 Knowledge Graph -- Dataset for SMCDC 2021 Challenge 2
Herrmannova, D. (Creator), Kannan, R. {. (Creator), Lim, S.-H. (Creator) & Potok, T. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), May 13 2021
Dataset
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Scalable Knowledge-Graph Analytics at 136 Petaflop/s
Herrmannova, D. (Creator), Kannan, R. {. (Creator), Sao, P. (Creator), Lu, H. (Creator), Potok, T. (Creator), Thakkar, V. (Creator) & Vuduc, R. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Aug 7 2020
Dataset