3 papers
cs.DC2026
Unlocking the Edge deployment and ondevice acceleration of multi-LoRA enabled one-for-all foundational LLM
Sravanth Kodavanti, Sowmya Vajrala, Srinivas Miriyala +13
Deploying large language models (LLMs) on smartphones poses significant engineering challenges due to stringent constraints on memory, latency, and runtime flexibility. In this wor…
cs.LG2026
Material-agnostic temperature field prediction for metal additive manufacturing via a parametric PINN framework
Hyeonsu Lee, Jihoon Jeong
Accurate temperature field prediction in metal additive manufacturing (AM) is essential for understanding the process-structure-performance relationship. While prior studies have e…
cs.NE2024
Neuromimetic metaplasticity for adaptive continual learning
Suhee Cho, Hyeonsu Lee, Seungdae Baek +1
Conventional intelligent systems based on deep neural network (DNN) models encounter challenges in achieving human-like continual learning due to catastrophic forgetting. Here, we…