Light-programmed system projects 28-layer 3D images in single shot

Researchers at the UCLA Samueli School of Engineering and CNSI (California NanoSystems Institute), led by Professor Aydogan ...
IEEE

A Pipeline for Automating Specification Extraction and Symbols Mapping in Single Line Diagrams Using Deep Learning and LLMs

Abstract: A Single Line Diagram (SLD) is a schematic representation of an electrical power systems, usually shown using lines and shapes. SLDs are used across multiple sectors and are vital in every ...

Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia.
IEEE

Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning

Abstract: Graph neural networks (GNNs) have emerged as a powerful framework for a wide range of node-level graph learning tasks. However, their performance typically depends on random or minimally ...