Ruichen Xu
Scholar

Ruichen Xu

Google Scholar ID: IBXYwoQAAAAJ
Stony Brook University
Machine LearningDeep LearningSimulated Annealing AlgorithmNeural OperatorPDE Solver
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Citations & Impact
All-time
Citations
25
 
H-index
2
 
i10-index
0
 
Publications
10
 
Co-authors
4
list available
Contact
No contact links provided.
Publications
9 items
Feature Resemblance: On the Theoretical Understanding of Analogical Reasoning in Transformers
2026
Cited
0
Differential Privacy in Two-Layer Networks: How DP-SGD Harms Fairness and Robustness
2026
Cited
0
Tackling Privacy Heterogeneity in Differentially Private Federated Learning
2026
Cited
0
JSAM: Privacy Straggler-Resilient Joint Client Selection and Incentive Mechanism Design in Differentially Private Federated Learning
2026
Cited
0
Can Data-Driven Dynamics Reveal Hidden Physics? There Is A Need for Interpretable Neural Operators
2025
Cited
0
Kolmogorov-Arnold Representation for Symplectic Learning: Advancing Hamiltonian Neural Networks
2025
Cited
0
Filtering with Self-Attention and Storing with MLP: One-Layer Transformers Can Provably Acquire and Extract Knowledge
2025
Cited
0
An Iterative Framework for Generative Backmapping of Coarse Grained Proteins
2025
Cited
0
Resume (English only)
Co-authors
4 total
Yuefan Deng
Yuefan Deng
Stony Brook University
Wenhan Gao
Wenhan Gao
Graduate Student at Stony Brook University
Yi Liu
Yi Liu
Assistant Professor at Stony Brook University
Siyao Wang
Siyao Wang
University of California, Davis