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.(^_^)

Email  /  CV  /  Linkedin  /  Google Scholar  /  X  /  Github  /  RedNote

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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

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.

Selected Publications

For a full list of publications, please refer to my Google Scholar Profile.

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
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

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

Services

  • IPDPS'25 Sub-Reviewer
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Adapted from Jon Barron. Last modifed: Feb 23, 2025