Overview
Education/Academic qualification
Sci-Data Science and Engineering, Doctorate Degree
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Dive into the research topics where Emily Herron is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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chatHPC: Empowering HPC users with large language models
Yin, J., Hines, J., Herron, E., Ghosal, T., Liu, H., Prentice, S., Lama, V. & Wang, F., Jan 2025, In: Journal of Supercomputing. 81, 1, 194.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Exploring Scientific Hypothesis Generation with Mamba
Chai, M., Herron, E., Cervantes, E. & Ghosal, T., 2024, NLP4Science 2024 - 1st Workshop on NLP for Science, Proceedings of the Workshop. Peled-Cohen, L., Calderon, N., Lissak, S. & Reichart, R. (eds.). Association for Computational Linguistics (ACL), p. 197-207 11 p. (NLP4Science 2024 - 1st Workshop on NLP for Science, Proceedings of the Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations -
SciTrust: Evaluating the Trustworthiness of Large Language Models for Science
Herron, E., Yin, J. & Wang, F., 2024, Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 72-78 7 p. (Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
ICDARTS: Improving the Stability of Cyclic DARTS
Herron, E., Young, S. R. & Rose, D., 2022, Proceedings - 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022. Wani, M. A., Kantardzic, M., Palade, V., Neagu, D., Yang, L. & Chan, K.-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1055-1062 8 p. (Proceedings - 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Ensembles of Networks Produced from Neural Architecture Search
Herron, E. J., Young, S. R. & Potok, T. E., 2020, High Performance Computing - ISC High Performance 2020 International Workshops, Revised Selected Papers. Jagode, H., Anzt, H., Juckeland, G. & Ltaief, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 223-234 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12321 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access13 Scopus citations