2026
An MLIR Lowering Pipeline for Stencils at Wafer-ScaleNicolai Stawinoga, David Katz, Anton Lydike, Justs Zarins, Nick Brown, George Bisbas, Tobias Grosser
ASPLOS ‘26, pp. 94–109 · arXiv
Conference paper · Compilers, languages and tools · WSE-2, WSE-3 · TU Berlin, University of Edinburgh (EPCC), Imperial College London, University of Cambridge
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Shihui Song, Robert Underwood, Sheng Di, Peng Jiang, Franck Cappello
IPDPS 2026, pp. 1091–1104
Conference paper · Compilers, languages and tools
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Sameeran Joshi, Oscar Antepara, Samuel Williams, Hans Johansen, Mary Hall
SC26
Conference paper · Stencils and PDEs · WSE-3 · University of Utah, LBNL
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BibTeX
Changqing Li, Sheng Di, Kai Zhao, Wenqian Dong
SC26
Conference paper · Compilers, languages and tools · Oregon State University, ANL, University of Florida
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Congjie He, Le Xu, Zhan Lu, Yeqi Huang, Haocheng Xiao, Cheng Deng, Lingxiao Ma, Ziming Miao, Fan Yang, Luo Mai
SOSP ‘26, pp. 1122–1138 · arXiv
Conference paper · AI and LLM inference · CS-3 · University of Edinburgh, Microsoft Research
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Lukas Gianinazzi, Tal Ben-Nun, Torsten Hoefler
SC26 · arXiv
Conference paper · Compilers, languages and tools · WSE-2 · ETH Zurich, LLNL
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Yeqi Huang, Congjie He, Haocheng Xiao, Yanwei Ye, Yi-Chieh Wang, Boyao Song, Yangshen Deng, Ziming Miao, Lingxiao Ma, Fan Yang, Luo Mai
SOSP ‘26, pp. 1107–1121
Conference paper · Compilers, languages and tools · WSE-3 · University of Edinburgh, Microsoft Research
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Takaaki Miyajima, Leon Fukuoka
Journal of Information Processing, vol. 34, pp. 1072–1083
Journal article · Communication and collectives · CS-2 · Meiji University
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Takaaki Miyajima, Ryunosuke Matsuzaki, Daichi Mukunoki
Journal of Information Processing, vol. 34, pp. 132–139
Journal article · Linear algebra and sparse methods · CS-2 · Meiji University, Nagoya University
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Changqing Li, Shouwei Gao, Kai Zhao, Sheng Di, Wenqian Dong
IPDPS 2026 Workshops: HPAI4S, pp. 672–676 · arXiv
Workshop paper · Compilers, languages and tools · CS-3 · Oregon State University, Florida State University, ANL
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Milan Shah, Sheng Di, Michela Becchi
SC26 Workshops: IA³ 2026 · arXiv
Workshop paper · Linear algebra and sparse methods · CS-3 · North Carolina State University, ANL
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Yuebo Luo, Eliu Huerta, Venkatram Vishwanath, Caiwen Ding, Rajeev Thakur, Le Chen
SC26 Workshops: AgenticAI4HPC’26 · arXiv
Workshop paper · Compilers, languages and tools · WSE-3 · University of Minnesota Twin Cities, ANL
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Reo Nagashima, Akeru Nakamura, John R. Tramm, Takaaki Miyajima
SC26 Workshops: PMBS26
Workshop paper · Monte Carlo and particle methods · CS-3 · Meiji University, ANL
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Emma Urquhart
SC26 Workshops: H2RC 2026
Workshop paper · Stencils and PDEs · University of Cambridge
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Md Sabbir Hossain Polak, Anthony Gatti, Anders M. N. Niklasson, Benjamin S. Southworth, Joshua Finkelstein
SC26 Research Posters
Poster · Linear algebra and sparse methods · CS-3 · University of Mississippi, University of Pittsburgh, LANL
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Kouki Sakai, Saho Orihara, Takashi Shimokawabe, Takaaki Miyajima
SC26 Research Posters
Poster · Stencils and PDEs · CS-3 · Meiji University, The University of Tokyo
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Elia Belli, Daniele De Sensi
SC26 ACM Student Research Competition Posters
Poster · Linear algebra and sparse methods · WSE-3 · Sapienza University of Rome
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Saverio Pasqualoni, Marco Canini, Daniele De Sensi
SC26 ACM Student Research Competition Posters
Poster · Communication and collectives · WSE-3 simulator · KAUST, Sapienza University of Rome
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Saho Orihara, Kouki Sakai, Reo Nagashima, Takaaki Miyajima
SC26 Research Posters
Poster · Linear algebra and sparse methods · CS-3 · Meiji University
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Zenchang Sun, Arman Margarian, Jefferson Zhou, Giulia Guidi
SC26 Research Posters
Poster · Linear algebra and sparse methods · WSE-3 · Cornell University
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Elia Belli, Daniele De Sensi
arXiv preprint arXiv:2605.07954
Preprint · Stencils and PDEs · CS-3 and simulator · Sapienza University of Rome
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Piotr Luczynski, Tal Ben-Nun, Leighton Wilson, Brian Van Essen
arXiv preprint arXiv:2607.18650
Preprint · Stencils and PDEs · CS-2 · LLNL, Cerebras Systems
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2025
A Memory-Efficient and Computation-Balanced Lossy Compressor on Wafer-Scale EngineShihui Song, Robert Underwood, Sheng Di, Yafan Huang, Peng Jiang, Franck Cappello
IPDPS 2025
Conference paper · Data compression · University of Iowa, ANL
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Vivaan Singhvi, Joey Wagner, Emily Dolson, Luis Zaman, Matthew Andres Moreno
ALIFE 2025, art. 62 · arXiv
Conference paper · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University
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Congjie He, Yeqi Huang, Pei Mu, Ziming Miao, Jilong Xue, Lingxiao Ma, Fan Yang, Luo Mai
OSDI ‘25, pp. 257–273 · arXiv
Conference paper · AI and LLM inference · WSE-2 · University of Edinburgh, Microsoft Research
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Maurice H. P. M. van Putten, Leighton Wilson, Adam Lavely, Mark Hair
Discover Computing, vol. 28, art. 16 · arXiv
Journal article · FFT and signal processing · CS-2 · Sejong University, Cerebras Systems, LBNL
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Takaaki Miyajima, Leon Fukuoka
SC25 Workshops: IA³ 2025, pp. 818–822
Workshop paper · Communication and collectives · CS-2 · Meiji University
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Reo Nagashima, Akeru Nakamura, Kai Murakami, Ryunosuke Matsuzaki, Daichi Mukunoki, Takaaki Miyajima
SC25 Posters
Poster · Linear algebra and sparse methods · CS-2 · Meiji University, Nagoya University
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Matthew Andres Moreno, Emily Dolson, Luis Zaman
SC25 Posters
Poster · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University
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Connor Yang, Joey Wagner, Emily Dolson, Luis Zaman, Matthew Andres Moreno
arXiv preprint arXiv:2506.12975
Preprint · Life sciences and evolution · University of Michigan, Michigan State University
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2024
Automated Code Generation of High-Order Stencils for a Dataflow ArchitectureRyuichi Sai, John Mellor-Crummey, Jinfan Xu, Mauricio Araya-Polo
SC24
Conference paper · Compilers, languages and tools · Rice University, TotalEnergies
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Shihui Song, Yafan Huang, Peng Jiang, Xiaodong Yu, Weijian Zheng, Sheng Di, Qinglei Cao, Yunhe Feng, Zhen Xie, Franck Cappello
HPDC ‘24, pp. 309–321
Conference paper · Data compression · CS-2 · University of Iowa, Stevens Institute of Technology, ANL, Saint Louis University, University of North Texas, Binghamton University
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Ryuichi Sai, François P. Hamon, John Mellor-Crummey, Mauricio Araya-Polo
SC24 · arXiv
Conference paper · Stencils and PDEs · CS-2 · Rice University, TotalEnergies
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John Tramm, Bryce Allen, Kazutomo Yoshii, Andrew Siegel
PHYSOR 2024, pp. 1694–1702
Conference paper · Monte Carlo and particle methods · ANL
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Piotr Luczynski, Lukas Gianinazzi, Patrick Iff, Leighton Wilson, Daniele De Sensi, Torsten Hoefler
HPDC ‘24, pp. 334–347 · arXiv
Conference paper · Communication and collectives · CS-2 · ETH Zurich, Cerebras Systems, Sapienza University of Rome
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Matthew Andres Moreno, Connor Yang, Emily Dolson, Luis Zaman
ALIFE 2024 · arXiv
Conference paper · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University
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Matthew Andres Moreno, Connor Yang, Emily Dolson, Luis Zaman
GECCO ‘24 Companion, pp. 101–102 · arXiv
Conference paper · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University
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John Tramm, Bryce Allen, Kazutomo Yoshii, Andrew Siegel, Leighton Wilson
Computer Physics Communications, vol. 298, art. 109072 · arXiv
Journal article · Monte Carlo and particle methods · CS-2 · ANL, University of Chicago, Cerebras Systems
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Ryunosuke Matsuzaki, Daichi Mukunoki, Takaaki Miyajima
SC24 Workshops: IA³ 2024, pp. 727–731
Workshop paper · Linear algebra and sparse methods · CS-2 · Meiji University
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2023
Scaling the “Memory Wall” for Multi-Dimensional Seismic Processing with Algebraic Compression on Cerebras CS-2 SystemsHatem Ltaief, Yuxi Hong, Leighton Wilson, Mathias Jacquelin, Matteo Ravasi, David Elliot Keyes
SC23, ACM Gordon Bell Prize finalist
Conference paper · Linear algebra and sparse methods · 48 CS-2 systems · KAUST, Cerebras Systems
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Marcelo Orenes-Vera, Ilya Sharapov, Robert Schreiber, Mathias Jacquelin, Philippe Vandermersch, Sharan Chetlur
ICS ‘23, pp. 180–191 · arXiv
Conference paper · FFT and signal processing · CS-2 · Princeton University, Cerebras Systems
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Ryuichi Sai, Mathias Jacquelin, Francois Hamon, Mauricio Araya-Polo, Randolph R. Settgast
SC23 Workshops: ScalAH’23, pp. 1713–1720 · arXiv
Workshop paper · Stencils and PDEs · CS-2 · TotalEnergies, Rice University, Cerebras Systems, LLNL
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Ryuichi Sai, John Mellor-Crummey, Jinfan Xu, Mauricio Araya-Polo
arXiv preprint arXiv:2309.04671
Preprint · Compilers, languages and tools · CS-2 · Rice University, TotalEnergies
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2022
Scalable Distributed High-Order Stencil ComputationsMathias Jacquelin, Mauricio Araya-Polo, Jie Meng
SC22 · arXiv
Conference paper · Stencils and PDEs · CS-2 · Cerebras Systems, TotalEnergies
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