Torsten Hoefler - Publications, H-index & Citations

Torsten Hoefler

ETH Zurich

56H指数

663论文数

1.3W被引数

收录论文 41

发表时间

Cost-Effective Empirical Performance Modeling

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2026-01-22

PREAI

Ritter, Marcus; Naumann, Benedikt; Calotoiu, Alexandru; Rinke, Sebastian; Reimann, Thorsten; Hoefler, Torsten; Wolf, Felix

Demystifying Higher-Order Graph Neural Networks 高阶图神经网络的神秘化

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-11-25

PREAI

Maciej Besta; Florian Scheidl; Lukas Gianinazzi; Grzegorz Kwasniewski; Shachar Klaiman; Jürgen Müller; Torsten Hoefler

Atlas-independent brain connectome analysis at voxel-level granularity: graph convolutional networks for etiology classification in newborns 体素级粒度的图谱独立脑连接组分析：用于新生儿病因分类的图卷积网络

NeuroImage

IF4.5

2025-11-01

OAAI

Anna Speckert; Lukas Gianinazzi; Sepp Kollmorgen; Cornelia Hagmann; Patrice Grehten; Raimund Kottke; Giancarlo Natalucci; Beatrice Latal; Walter Knirsch; Ruth Tuura; Torsten Hoefler; Andras Jakab

Demystifying Chains, Trees, and Graphs of Thoughts 解密思维链、思维树和思维图

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-08-12

PREAI

Maciej Besta; Florim Memedi; Zhenyu Zhang; Robert Gerstenberger; Guangyuan Piao; Nils Blach; Piotr Nyczyk; Marcin Copik; Grzegorz Kwaśniewski; Jürgen Müller; Lukas Gianinazzi; Ales Kubicek; Hubert Niewiadomski; Aidan O’Mahony; Onur Mutlu; Torsten Hoefler

Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Chameleon：一种用于检索增强语言模型的异构与解耦加速器系统

PROCEEDINGS OF THE VLDB ENDOWMENT

IF3.3

2025-02-11

PREAI

Jiang, Wenqi; Zeller, Marco; Waleffe, Roger; Hoefler, Torsten; Alonso, Gustavo

Leveraging Graph Analysis to Pinpoint Root Causes of Scalability Issues for Parallel Applications

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2025-02-01

PREAI

Jin, Yuyang; Wang, Haojie; Tang, Xiongchao; Guo, Zhenhua; Zhao, Yaqian; Hoefler, Torsten; Liu, Tao; Liu, Xu; Zhai, Jidong

HammingMesh: A Network Topology for Large-Scale Deep Learning HammingMesh：一种用于大规模深度学习的网络拓扑结构

COMMUNICATIONS OF THE ACM

IF12.2

2024-11-22

OAAI

Hoefler, Torsten; Bonoto, Tommaso; De Sensi, Daniele; Di Girolamo, Salvatore; Li, Shigang; Heddes, Marco; Goel, Deepak; Castro, Miguel; Scott, Steve

AutoDDL: Automatic Distributed Deep Learning With Near-Optimal Bandwidth Cost AutoDDL: 具有接近最佳带宽成本的自动分布式深度学习

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2024-08-01

OAAI

Chen, Jinfan; Li, Shigang; Guo, Ran; Yuan, Jinhui; Hoefler, Torsten

Earth Virtualization Engines (EVE)地球虚拟化引擎 (EVE)

EARTH SYSTEM SCIENCE DATA

IF11.6

2024-04-30

OAAI

Stevens, Bjorn; Adami, Stefan; Ali, Tariq; Anzt, Hartwig; Aslan, Zafer; Attinger, Sabine; Back, Jaana; Baehr, Johanna; Bauer, Peter; Bernier, Natacha; Bishop, Bob; Bockelmann, Hendryk; Bony, Sandrine; Brasseur, Guy; Bresch, David N.; Breyer, Sean; Brunet, Gilbert; Buttigieg, Pier Luigi; Cao, Junji; Castet, Christelle; Cheng, Yafang; Choudhury, Ayantika Dey; Coen, Deborah; Crewell, Susanne; Dabholkar, Atish; Dai, Qing; Doblas-Reyes, Francisco; Durran, Dale; El Gaidi, Ayoub; Ewen, Charlie; Exarchou, Eleftheria; Eyring, Veronika; Falkinhoff, Florencia; Farrell, David; Forster, PiersM.; Frassoni, Ariane; Frauen, Claudia; Fuhrer, Oliver; Gani, Shahzad; Gerber, Edwin; Goldfarb, Debra; Grieger, Jens; Gruber, Nicolas; Hazeleger, Wilco; Herken, Rolf; Hewitt, Chris; Hoefler, Torsten; Hsu, Huang-Hsiung; Jacob, Daniela; Jahn, Alexandra; Jakob, Christian; Jung, Thomas; Kadow, Christopher; Kang, In-Sik; Kang, Sarah; Kashinath, Karthik; Kleinen-von Koenigsloew, Katharina; Klocke, Daniel; Kloenne, Uta; Klower, Milan; Kodama, Chihiro; Kollet, Stefan; Koelling, Tobias; Kontkanen, Jenni; Kopp, Steve; Koran, Michal; Kulmala, Markku; Lappalainen, Hanna; Latifi, Fakhria; Lawrence, Bryan; Lee, June Yi; Lejeun, Quentin; Lessig, Christian; Li, Chao; Lippert, Thomas; Luterbacher, Jurg; Manninen, Pekka; Marotzke, Jochem; Matsouoka, Satoshi; Merchant, Charlotte; Messmer, Peter; Michel, Gero; Michielsen, Kristel; Miyakawa, Tomoki; Mueller, Jens; Munir, Ramsha; Narayanasetti, Sandeep; Ndiaye, Ousmane; Nobre, Carlos; Oberg, Achim; Oki, Riko; Ozkan-Haller, Tuba; Palmer, Tim; Posey, Stan; Prein, Andreas; Primus, Odessa; Pritchard, Mike; Pullen, Julie; Putrasahan, Dian; Quaas, Johannes; Raghavan, Krishnan; Ramaswamy, Venkatachalam; Rapp, Markus; Rauser, Florian; Reichstein, Markus; Revi, Aromar; Saluja, Sonakshi; Satoh, Masaki; Schemann, Vera; Schemm, Sebastian; Poberaj, Christina Schnadt; Schulthess, Thomas; Senior, Cath; Shukla, Jagadish; Singh, Manmeet; Slingo, Julia; Sobel, Adam; Solman, Silvina; Spitzer, Jenna; Stier, Philip; Stocker, Thomas; Strock, Sarah; Su, Hang; Taalas, Petteri; Taylor, John; Tegtmeier, Susann; Teutsch, Georg; Tompkins, Adrian; Ulbrich, Uwe; Vidale, Pier-Luigi; Wu, Chien-Ming; Xu, Hao; Zaki, Najibullah; Zanna, Laure; Zhou, Tianjun; Ziemen, Florian

Digital twins of Earth and the computing challenge of human interaction

NATURE COMPUTATIONAL SCIENCE

IF18.3

2024-03-26

OAAI

Bauer, Peter; Hoefler, Torsten; Stevens, Bjorn; Hazeleger, Wilco

Canary: Congestion-aware in-network allreduce using dynamic trees

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-03-01

OAAI

De Sensi, Daniele; Molero, Edgar Costa; Di Girolamo, Salvatore; Vanbever, Laurent; Hoefler, Torsten