Jan Balewski

21 papers A 1B 3Misc 4Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
First-principle crosstalk dynamics and Hamiltonian learning via Rabi experiments.
MobiSys
Jan Balewski, Adam Winick, Yilun Xu, Neel Vora, Gang Huang, David Santiago, Joseph Emerson, Irfan Siddiqi
2025 J jnl
Multi-Resolution Model Fusion for Accelerating the Convolutional Neural Network Training.
CoRR
Kewei Wang, Claire Songhyun Lee, Sunwoo Lee, Vishu Gupta, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-keng Liao
2025 B conf
Q-GEAR: Improving quantum simulation framework.
ICPP
Ziqing Guo, Jan Balewski, Ziwen Pan
2025 — conf
Q-GEAR: Improving quantum simulation framework.
ICPP Workshops
Ziqing Guo, Jan Balewski, Ziwen Pan
2025 J jnl
Vectorized Attention with Learnable Encoding for Quantum Transformer.
CoRR
Ziqing Guo, Ziwen Pan, Alex Khan, Jan Balewski
2024 Misc conf
Engineering Quantum States with Neutral Atoms.
QCE
Jan Balewski, Milan Kornjaca, Katherine Klymko, Siva Darbha, Mark R. Hirsbrunner, Pedro L. S. Lopes, Fangli Liu, Daan Camps
2024 Misc conf
QubiCML: ML-Powered Real-Time Quantum State Discrimination Enabling Mid-Circuit Measurements.
QCE
Neel R. Vora, Yilun Xu, Akel Hasim, Neelay Fruitwala, Nam Nguyen, Horan Liao, Jan Balewski, Abhi D. Rajagopala, Kasra Nowrouzi, Qing Ji, K. Birgitta Whaley, Irfan Siddiqi, Phuc Nguyen, Gang Huang
2023 J jnl
Automatic Qubit Characterization and Gate Optimization with
ACM Trans. Quantum Comput.
Yilun Xu, Gang Huang, Jan Balewski, Alexis Morvan, Kasra Nowrouzi, David I. Santiago, Ravi K. Naik, Brad Mitchell, Irfan Siddiqi
2023 Misc conf
Efficient Quantum Counting and Quantum Content-Addressable Memory for DNA Similarity.
QCE
Jan Balewski, Daan Camps, Katherine Klymko, Andrew J. Tritt
2023 J jnl
Quantum Computing and Visualization: A Disruptive Technological Change Ahead.
IEEE Computer Graphics and Applications
E. Wes Bethel, Mercy G. Amankwah, Jan Balewski, Roel Van Beeumen, Daan Camps, Daniel Huang, Talita Perciano
2023 J jnl
Quantum Computing and Visualization: A Disruptive Technological Change Ahead.
CoRR
E. Wes Bethel, Mercy G. Amankwah, Jan Balewski, Roel Van Beeumen, Daan Camps, Daniel Huang, Talita Perciano
2022 J jnl
Scaling and Benchmarking an Evolutionary Algorithm for Constructing Biophysical Neuronal Models.
Frontiers Neuroinformatics
Alexander Ladd, Kyung Geun Kim, Jan Balewski, Kristofer E. Bouchard, Roy Ben-Shalom
2022 — conf
Time-series ML-regression on Graphcore IPU-M2000 and Nvidia A100.
PMBS@SC
Jan Balewski, Zhenying Liu, Alexander Tsyplikhin, Manuel Lopez Roland, Kristofer E. Bouchard
2022 B conf
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications.
CCGRID
Kewei Wang, Sunwoo Lee, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-keng Liao
2021 Misc conf
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications.
HiPC
Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao
2021 J jnl
Co-design Center for Exascale Machine Learning Technologies (ExaLearn).
Int. J. High Perform. Comput. Appl.
Francis J. Alexander, James Ang, Jenna A. Bilbrey, Jan Balewski, Tiernan Casey, Ryan Chard, Jong Choi, Sutanay Choudhury, Bert J. Debusschere, Anthony M. DeGennaro, Nikoli Dryden, J. Austin Ellis, Ian T. Foster, Cristina Garcia-Cardona, Sayan Ghosh, Peter Harrington, Yunzhi Huang, Shantenu Jha, Travis Johnston, Ai Kagawa, Ramakrishnan Kannan, Neeraj Kumar, Zhengchun Liu, Naoya Maruyama, Satoshi Matsuoka, Erin McCarthy, Jamaludin Mohd-Yusof, Peter Nugent, Yosuke Oyama, Thomas Proffen, David Pugmire, Sivasankaran Rajamanickam, Vinay Ramakrishnaiah, Malachi Schram, Sudip K. Seal, Ganesh Sivaraman, Christine Sweeney, Li Tan, Rajeev Thakur, Brian Van Essen, Logan T. Ward, Paul M. Welch, Michael Wolf, Sotiris S. Xantheas, Kevin G. Yager, Shinjae Yoo, Byung-Jun Yoon
2021 J jnl
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.
CoRR
Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato, Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin
2021 — conf
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.
MLHPC@SC
Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato, Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin
2021 J jnl
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs With Hybrid Parallelism.
IEEE Trans. Parallel Distributed Syst.
Yosuke Oyama, Naoya Maruyama, Nikoli Dryden, Erin McCarthy, Peter Harrington, Jan Balewski, Satoshi Matsuoka, Peter Nugent, Brian Van Essen
2020 B conf
Atmospheric Blocking Pattern Recognition in Global Climate Model Simulation Data.
ICPR
Grzegorz Muszynski, Prabhat, Jan Balewski, Karthik Kashinath, Michael F. Wehner, Vitaliy Kurlin
2020 J jnl
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism.
CoRR
Yosuke Oyama, Naoya Maruyama, Nikoli Dryden, Erin McCarthy, Peter Harrington, Jan Balewski, Satoshi Matsuoka, Peter Nugent, Brian Van Essen