Scholar
Xinye Chen
Google Scholar ID: 0d1Gc0wAAAAJ
Sorbonne Université, CNRS, LIP6
Scientific Computing
Machine Learning
Algorithm
High Performance Computing
Mathematical Software
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
398
H-index
6
i10-index
4
Publications
20
Co-authors
4
list available
Contact
No contact links provided.
Publications
7 items
Estimating condition number with Graph Neural Networks
2026
Cited
0
Precision Autotuning for Linear Solvers via Reinforcement Learning
arXiv.org · 2026
Cited
0
QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models
2025
Cited
0
Mixed-Precision Conjugate Gradient Solvers with RL-Driven Precision Tuning
2025
Cited
0
Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks
2025
Cited
0
LLM-ABBA: Understanding time series via symbolic approximation
arXiv.org · 2024
Cited
2
Quantized symbolic time series approximation
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
- Publications: 'Design of Efficient Machine Learning Algorithms' in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
- Awards: Best Paper Award, International Conference on Machine Learning, 2020
Research Experience
- Postdoctoral Researcher at MIT, 2022-Present
- Projects Involved In: Intelligent System Design and Optimization
- Position: Research Assistant at Harvard University, 2017-2018
Education
- Ph.D., Massachusetts Institute of Technology (MIT), Department of Computer Science, 2018-2022, Advisor: Prof. Zhang
- Master's Degree, Harvard University, Information Technology, 2016-2018
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focused on developing new algorithms to solve complex problems.
Miscellany
- Personal Interests: Programming Competitions, Reading Sci-fi Novels
- Other: Loves traveling, especially exploring natural landscapes
Co-authors
4 total
Stefan Güttel
Professor of Applied Mathematics, University of Manchester
Co-author 2
Co-author 3
Co-author 4
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