4k citations
- Nvidia (United States)US136 papers
- University of TorontoCA24 papers
- University of California, MercedUS17 papers
- Stanford UniversityUS15 papers
- Google (United States)US14 papers
- University of WashingtonUS14 papers
- Georgia Institute of TechnologyUS12 papers
- Vector InstituteCA11 papers
- Carnegie Mellon UniversityUS10 papers
- Massachusetts Institute of TechnologyUS10 papers
- University of Illinois Urbana-ChampaignUS10 papers
- University of California, BerkeleyUS9 papers
347 papers
Fast Recovery for LLM Serving via Decoupled Device Memory Lifetime in Dynamo
Schwinn Saereesitthipitak, Mohammed Abdulwahhab, Hannah Zhang +6
Large language model (LLM) inference replicas run across tightly coupled GPUs and serve traffic continuously for weeks. Hardware and software failures are therefore inevitable, and…
NVAITC AI Scientist: A Governed End-to-End Research System -- A Hypertension GWAS Case Study
Eddie Huang, Ken Liao, Iven Fu +14
Agentic research systems are emerging as a new paradigm for coordinating scientific workflows beyond isolated model inference, code generation, or statistical analysis. However, de…
TOPCELL: Topology Optimization of Standard Cell via LLMs
Zhan Song, Yu-Tung Liu, Chen Chen +6
Transistor topology optimization is a critical step in standard cell design, directly dictating diffusion sharing efficiency and downstream routability. However, identifying optima…
A Model Context Protocol Server for Quantum Execution in Hybrid Quantum-HPC Environments
Masaki Shiraishi, Ikko Hamamura, Tatsuya Ishigaki +1
The integration of large language models (LLMs) into scientific research is accelerating the realization of autonomous ``AI Scientists.'' While recent advancements have empowered A…
Direct observation of three-neutron emission from He and the search for the trineutron
S. W. Huang, C. Lenain, Z. H. Yang +107
Three-neutron emission from He has been directly measured for the first time, following neutron knockout from a He beam at 156 MeV/nucleon. A resonance-like structure at $2…
ALPHA-PIM: Analysis of Linear Algebraic Processing for High-Performance Graph Applications on a Real Processing-In-Memory System
Marzieh Barkhordar, Alireza Tabatabaeian, Mohammad Sadrosadati +5
Processing large-scale graph datasets is computationally intensive and time-consuming. Processor-centric CPU and GPU architectures, commonly used for graph applications, often face…