Scholar
Jared Fernandez
Google Scholar ID: CQHpFLIAAAAJ
Carnegie Mellon University
Citations & Impact
Citations
420
H-index
7
i10-index
6
Publications
13
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- ACL 2025: "Energy Considerations of Large Language Model Inference and Efficiency Optimizations"
- TMLR 2025: "Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models"
- ICLR 2025: "Holistically Evaluating the Environmental Impact of Creating Language Models"
- EMNLP Findings 2024: "Gradient Localization Improves Lifelong Pretraining of Language Models"
- EMNLP 2023: "The Framework Tax: Disparities Between Inference Efficiency in Research and Deployment"
- April 2025: Won Best Proposal Award at CCAI Workshop (ICLR) for preliminary work
- April 2025: Presented joint work on low-power distributed training at SIGBOVIK
- November 2024: Presented paper on continual pretraining for LLMs at EMNLP
- December 2023: Presented work on deep learning framework efficiency at EMNLP
