Xinheng "Asher" Ding | 丁欣恒
Hi, I am currently a first-year Ph.D. student in Intelligent Systems Engineering (Computer Engineering track) at Indiana University Bloomington, supervised by Dr. Dingwen Tao and Dr. Fengguang Song.
Prior to that, I received my Bachelor’s degree in Engineering from the Department of Automation at the University of Science and Technology of China (USTC).
🎯 I am striving to grow into a professional, active, and influential researcher. If you have any suggestions, comments, critiques, encouragement, or collaboration opportunities, feel free to share them with me—I would greatly appreciate it.(^_^)
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Research Interests
I am interested in high-performance computing (HPC), machine learning, and their intersection.
- High-Performance Computing: Parallel Computing, Parallel I/O, Data Compression
- Machine Learning: Large Language Model, Generative AI
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News
- 06/2025: One preprint available on arXiv.
- 12/2024: One preprint available on arXiv.
- 08/2024: Start my Ph.D. journey at Indiana University Bloomington.
- 06/2024: I graduated from the University of Science and Technology of China (USTC) as an outstanding graduate. Many thanks to all the teachers and classmates who have supported me!
- 03/2024: I have received four Ph.D. offers in Computer Science, including from Indiana University Bloomington and the University of Massachusetts Amherst.
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Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning
Jiayi Yuan, Hao Li Xinheng Ding, Wenya Xie, Yu-Jhe Li, Wentian Zhao, Kun Wan, Jing Shi, Xia Hu, Zirui Liu
Preprint, 2025
arXiv
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GFormer: Accelerating Large Language Models with Optimized Transformers on Gaudi Processors
Chengming Zhang, Xinheng Ding, Baixi Sun, Xiaodong Yu, Weijian Zheng, Zhen Xie, Dingwen Tao
Preprint, 2024
arXiv
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Selected Awards and Honors
- Luddy Doctoral Summer Fellowship, Indiana University Bloomington, 2025
- Outstanding Graduate of USTC, 2024
- Cyrus Tang Scholarship, USTC, 2021,2022,2023
- National Encouragement Scholarship, USTC, 2021,2022,2023
- Lanfeng Scholarship, USTC, 2022
- USTC Outstanding Student Scholarship, Silver, 2021
- USTC Freshman Scholarship, 2020
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