[CFP} LLM4HPC 2026 Workshop in June 26 (part of ISC-HPC 26), Hamburg, Germany

[Keita Teranishi]

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ORNLの寺西です。
MLをお借りしてLLM4HPC 2026ワークショップの論文募集のアナウンスをお送りします。

LLM4HPC 2026

The 2nd International Workshop on Foundational Large Language Models Advances for HPC

to be held in conjunction with ISC-HPC 2026

June 26th, 2026

Hamburg, Germany

https://ornl.github.io/events/llm4hpc2026/ 

LLM4HPC 2026

The 2nd International Workshop on Foundational large Language Models Advances for HPC

to be held in conjunction with

ISC-HPC 2026

26 June, 2026

Hamburg, Germany

Introduction

Since their development and release, modern Large Language Models (LLMs), such as the Generative Pre-trained Transformer (GPT) model and the Large Language Model Meta AI (LLaMA), have come to signify a revolution in human-computer interaction spurred on by their high-quality results. LLMs have repaved this landscape thanks to unprecedented investments and enormous training models (hundreds of billions of parameters). The availability of LLMs has led to increasing interest in how they could be applied to a large variety of applications. The HPC community made recent research efforts to evaluate current LLM capabilities for some HPC tasks, including code generation, auto parallelization, performance portability, correctness, among others. All these studies concluded that state-of-the-art LLM capabilities have proven so far insufficient for these targets. Hence, it is necessary to explore novel techniques to further empower LLMs to enrich the HPC mission and its impact.

Call For Papers

Objectives, scope and topics of the workshop

This workshop objectives are focused on LLMs advances for any HPC major priority and challenge with the aims to define and discuss the fundamentals of LLMs for HPC-specific tasks, including but not limited to hardware design, compilation, parallel programming models and runtimes, application development, enabling LLM technologies to have more autonomous decision-making about the efficient use of HPC. This workshop aims to provide a forum to discuss new and emerging solutions to address these important challenges towards an AI-assisted HPC era. Papers are being sought on many aspects of LLM for HPC targets including (but not limited to):

LLMs for Programming Environments and Runtime Systems

LLMs for HPC and Scientific Applications

LLMs for Hardware design (including non-von Neumann Architectures)

Reliability/Benchmarking/Measurements for LLMs

Important Dates

Paper submission deadline : March 6, 2026

Notification of acceptance : March 23, 2026

Camera-ready papers due : May 15, 2026

Workshop day: June 26, 2026

Steering Committee

Jeffrey S. Vetter, Oak Ridge National Laboratory, USA

Franz Franchetti, Carnegie Mellon University, USA

Abhinav Bhatele, University of Maryland, USA

Organizers (Contact us)

Pedro Valero-Lara (chair)

Oak Ridge National Laboratory, USA

valer...@ornl.gov

Simon Garcia de Gonzalo (co-chair)

Sandia National Laboratory, USA

sim...@sandia.gov

Ignacio Laguna (co-chair)

Lawrence Livermore National Laboratory, USA

laguna...@llnl.gov

Upasana Sridhar (co-chair)

Carnegie Mellon University, USA

upas...@andrew.cmu.edu

Programme Committee

Aaron Young, Oak Ridge National Laboratory, USA

Elias Werner, Technische Universitat Dresden, Germany

Upasana Sridhar, Carnegie Mellon University, USA

Hiroyuki Takizawa, Tohoku University, Japan

Olivier Aumage, INRIA, France

Monil Mohammad Alaul Haque, Oak Ridge National Laboratory, USA

Patrick Diehl, Los Alamos National Laboratory, USA

Xingfu Wu, Argonne National Laboratory, USA

Eduardo Iraola, Barcelona Supercomputing Center, Spain

Zhiling Lan, University of Illinois Chicago, USA

Noujoud Nader, Louisiana State University, USA

Daichi Mukunoki, Nagoya University, Japan

Keita Teranishi, Oak Ridge National Laboratory, USA

Tuning Xia, Rice University, USA

Charlie Catlett, Argonne National Laboratory, USA

Swaroop Pophale, Oak Ridge National Laboratory, USA

Chris Siefert, Sandia National Laboratory, USA

Takahiro Katagiri, Nagoya University, Japan

Het Mankad, Oak Ridge National Laboratory, USA

William Godoy, Oak Ridge National Laboratory, USA

Manuscript submission

We invite submissions of original, unpublished research and experiential papers. Papers should be between 6 to 12 pages in length (including a bibliography and appendices, with two possible extra pages after the review to address the reviewer's comments), formatted according to Springer's Lecture Notes in Computer Science (LNCS). All paper submissions will be managed electronically via ISC-HPC Linklings.

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Keita Teranishi (Pronouns: he, him, his)
Group Leader, Programming Systems
Oak Ridge National Laboratory
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