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Author

Emily Herron

Observed names: Emily J. Herron, Herron, Emily
ORCID: 0000-0002-7300-8172
Observed ORCID: 0000-0002-7300-8172
OpenAlex ID: A5049465626
chatHPC: Empowering HPC users with large language models
2024 · Junqi Yin, Jesse Hines, et al. · The Journal of Supercomputing · 24
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Ensembles of Networks Produced from Neural Architecture Search
2020 · Emily J. Herron, Steven R. Young, et al. · Lecture notes in computer science · 13
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AstroMLab 4: Benchmark-Topping Performance in AstronomyQ&A with a 70B-Parameter Domain-Specialized Reasoning Model
2026 · Tijmen de Haan, Yuan-Sen Ting, et al. · SSRN Electronic Journal · 11
SciTrust: Evaluating the Trustworthiness of Large Language Models for Science
2024 · Emily Herron, Junqi Yin, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 8
Exploring Scientific Hypothesis Generation with Mamba
2024 · Miaosen Chai, Emily Herron, et al. · Workshop on NLP for Science (NLP4Science) · 5
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From Rules to Reasoning: A Survey of Large Language Model-Based Approaches to Scientific Hypothesis and Idea Generation
2026 · Emily Herron, Vanessa Lama, et al. · ACM Computing Surveys · 1
ICDARTS: Improving the Stability and Performance of Cyclic DARTS
2023 · Herron, Emily, Rose, Derek, et al. · arXiv (Cornell University) · 1
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The Sensitivity of Word Embeddings-based Author Detection Models to Semantic-preserving Adversarial Perturbations
2021 · Duncan, Jeremiah, Fallas, Fabian, et al. · arXiv (Cornell University) · 1
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Rethinking Domain Specialization for Open-Ended Scientific Reasoning in Astronomy Language Models
2026 · Lama, Vanessa, Das, Sanjay, et al. · arXiv (Cornell University)
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ELMoE Appendix: Artifact Description/ Artifact Evaluation
2026 · Wang, Zixian, Jing, Liheng, et al. · Zenodo (CERN European Organization for Nuclear Research)
HARMONY: Large-Scale Architecture Search for Efficient Hybrid Language Models
2026 · Emily Herron, Sajal Dash, et al. · ISC High Performance (ISC)
The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypothesis Generation?
2026 · Sourav, Shashwat, Baibakova, Viktoriia, et al. · arXiv (Cornell University)
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ICDARTS: Improving the Stability of Cyclic DARTS
2022 · Emily Herron, Steven R. Young, et al. · International Conference on Machine Learning and Applications
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Works count: 15
Citation count: 65
H-index: 5
I10-index: 3
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