Peng Chen

Seniro Scientist, RIKEN Center for Computational Science, RIKEN

Joined

October 2023

Names

Peng Chen (Preferred)

Emails

****@aist.go.jp (Confirmed)

****@a.riken.jp (Confirmed)

****@gmail.com (Confirmed)

****@riken.jp (Confirmed)

Personal Links

Career & Education History

Seniro Scientist

RIKEN Center for Computational Science, RIKEN (riken.jp)

2025 – Present

Researcher

Digital Architecture Research Center, AIST, National Institute of Advanced Industrial Science and Technology (aist.go.jp)

2017 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Satoshi Matsuoka

2017 – 2020

Expertise

Deep Learning

2023 – 2025

High-Performance Computing

2010 – 2025

Image Processing

2008 – 2025

Publications

From Numerical Solvers to Graph Surrogates: Physics-Informed Losses for Data-Efficient CFD Modeling
Michael Lawrence Garcia, Chen Zhuang, Junya Onishi, Peng Chen, Makoto Tsubokura, Mohamed Wahib
- Submitted to ICLR 2026
- Readers: Everyone
SHF: Symmetrical Hierarchical Forest with Pretrained Vision Transformer Encoder for High-Resolution Medical Segmentation
Enzhi Zhang, Peng Chen, Rui Zhong, Du Wu, Jun Igarashi, Isaac Lyngaas, Xiao Wang, Masaharu Munetomo, Mohamed Wahib
- NeurIPS 2025 spotlight
- Readers: Everyone
Paradigm Shift in Infrastructure Inspection Technology: Leveraging High-performance Imaging and Advanced AI Analytics to Inspect Road Infrastructure
Du Wu, Enzhi Zhang, Isaac Lyngaas, Xiao Wang, Amir Ziabari, Tao Luo, Peng Chen, Kento Sato, Fumiyoshi Shoji, Takaki Hatsui, Kentaro Uesugi, Akira Seo, Yasuhito Sakai, Toshio Endo, Tetsuya Ishikawa, Satoshi Matsuoka, Mohamed Wahib
- CoRR 2025
- Readers: Everyone
NM-SpMM: Accelerating Matrix Multiplication Using N:M Sparsity with GPGPU
Cong Ma, Du Wu, Zhelang Deng, Jiang Chen, Xiaowen Huang, Jintao Meng, Wenxi Zhu, Bingqiang Wang, Amelie Chi Zhou, Peng Chen, Minwen Deng, Yanjie Wei, Shengzhong Feng, Yi Pan
- CoRR 2025
- Readers: Everyone
A General and Scalable GCN Training Framework on CPU Supercomputers
Chen Zhuang, Peng Chen, Xin Liu, Rio Yokota, Nikoli Dryden, Lingqi Zhang, Toshio Endo, Satoshi Matsuoka, Mohamed Wahib
- PPoPP 2025
- Readers: Everyone
Antimicrobial resistance recommendations via electronic health records with graph representation and patient population modeling
Pei Gao, Zheng Chen, Xin Liu, Peng Chen, Yasuko Matsubara, Yasushi Sakurai
- Comput. Methods Programs Biomed. 2025
- Readers: Everyone
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
Ziwei Yang, Zheng Chen, Xin Liu, Rikuto Kotoge, Peng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
- ICLR 2025
- Readers: Everyone
Noisy data-based attack: A new type of untargeted attack in Federated Learning and its countermeasures
Manh Cuong Dao, Phi Le Nguyen, Hieu H. Pham, Thanh Hung Nguyen, Peng Chen, Mohamed Wahib, Truong Thao Nguyen
- Future Gener. Comput. Syst. 2025
- Readers: Everyone
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
Ziwei Yang, Zheng Chen, Xin Liu, Rikuto Kotoge, Peng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
- ICLR 2025 Oral
- Readers: Everyone

View all 42 publications

Co-Authors

View all 93 co-authors