Jun-Qi Yin

Most-cited papers

Optimizing Distributed Training on Frontier for Large Language Models
Sajal Dash, I. Lyngaas, Jun-Qi Yin, Xiao Wang +6 more
2023ISC High Performance31 citations
Semantic Scholar
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks
J. Romero, Jun-Qi Yin, N. Laanait, Bing Xie +6 more
2022Symposium on Networked Systems Design and Implementation30 citations
Semantic Scholar
ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability
Xiao Wang, Siyan Liu, A. Tsaris, Jong-Youl Choi +7 more
2024International Conference for High Performance Computing, Networking, Storage and Analysis29 citations Open access
Semantic Scholar
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
S. Song, Bonnie Kruft, Min-Jia Zhang, Cong-Long Li +88 more
2023arXiv.org27 citations Open access
Semantic Scholar
FORGE: Pre-Training Open Foundation Models for Science
Jun-Qi Yin, Sajal Dash, Fei-Yi Wang, M. Shankar
2023International Conference for High Performance Computing, Networking, Storage and Analysis26 citations Open access
Semantic Scholar
Evaluating the Cloud for Capability Class Leadership Workloads
Jack Lange, Thomas Papatheodore, Thomas Papatheodore, Todd Thomas +18 more
20239 citations Open access
Semantic Scholar
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
Wei-Zhi Gao, Zhi-Chao Hou, Jun-Qi Yin, Fei-Yin Wang +2 more
2025International Conference on Machine Learning7 citations
Semantic Scholar
Pretraining Billion-Scale Geospatial Foundational Models on Frontier
A. Tsaris, P. Dias, A. Potnis, Jun-Qi Yin +2 more
2024IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum7 citations Open access
Semantic Scholar
First-principles data for solid solution niobium-tantalum-vanadium alloys with body-centered-cubic structures
Massimiliano Lupo Pasini, G. Samolyuk, M. Eisenbach, Jong Youl Choi +2 more
2024Scientific Data7 citations Open access
Semantic Scholar
Decoding Memories: An Efficient Pipeline for Self-Consistency Hallucination Detection
Wei-Zhi Gao, Xiao-Rui Liu, Fei-Yin Wang, Dan Lu +1 more
2025arXiv.org3 citations
Semantic Scholar
Sequence length scaling in vision transformers for scientific images on frontier
A. Tsaris, Cheng-Ming Zhang, Xiao Wang, Jun-Qi Yin +8 more
2024The international journal of high performance computing applications2 citations Open access
Semantic Scholar
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
S. Farrell, M. Emani, J. Balma, Lukas Drescher +39 more
2021Workshop on Machine Learning in High Performance Computing Environments2 citations
Semantic Scholar
Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit
Jun-Qi Yin, M. Palash, M. P. Laiu, M. G. Meena +5 more
2025IEEE International Parallel and Distributed Processing Symposium1 citations Open access
Semantic Scholar
Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars
Wesley Brewer, Aditya Kashi, Sajal Dash, A. Tsaris +3 more
2024arXiv.org1 citations
Semantic Scholar
Toward Agentic HPC: Serving and Evaluating LLM-Powered Agents for Scientific Applications on Leadership-Class Platforms
Jun-Qi Yin, Jesse Hines, M. Palash, Sarp Oral +2 more
2026ISC High Performance 2026 Research Paper Proceedings (41st International Conference)0 citations
Semantic Scholar
US Department of Energy, Office of Science, High-Performance Computing Facility 2025 Operational Assessment Oak Ridge Leadership Computing Facility
Katie Bethea, Subil Abraham, Ryan Adamson, Valentine G. Anantharaj +49 more
20260 citations Open access
Semantic Scholar
A Benchmark Suite for Evaluating Scientific AI Workloads on GPUs
Zheming Jin, D. Bernholdt, Fei-Yi Wang, Jun-Qi Yin
2026IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum0 citations
Semantic Scholar
Scaling Up Data Parallelism in Decentralized Deep Learning
Bing Xie, Jun-Qi Yin, Zhenyu Zhou, Sarp Oral +1 more
2025arXiv.org0 citations
Semantic Scholar