Xingyu Xie
Scholar

Xingyu Xie

Google Scholar ID: BpFCmZMAAAAJ
Research Fellow, Department of Mathematics, NUS
OptimizationDeep LearningLarge-scale Training
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Citations & Impact
All-time
Citations
1,299
 
H-index
16
 
i10-index
21
 
Publications
20
 
Co-authors
19
list available
Contact
No contact links provided.
Publications
8 items
Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search
2026
Cited
0
Evolution of Optimization Methods: Algorithms, Scenarios, and Evaluations
2026
Cited
0
Slow-Fast Inference: Training-Free Inference Acceleration via Within-Sentence Support Stability
2026
Cited
0
(Dis)Proving Spectre Security with Speculation-Passing Style
2025
Cited
0
CFD-LLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics
2025
Cited
0
GRIFFIN: Effective Token Alignment for Faster Speculative Decoding
2025
Cited
0
Optimization Hyper-parameter Laws for Large Language Models
arXiv.org · 2024
Cited
1
On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization
arXiv.org · 2024
Cited
26
Resume (English only)
Co-authors
19 total
Zhouchen Lin
Zhouchen Lin
Professor, Peking University; Fellow of IEEE, IAPR, CSIG & AAIA; ex-VP of Samsung Research
Pan Zhou
Pan Zhou
Assistant Professor at SMU
Shuicheng Yan, Fellow of AAAI, ACM, SAEng, IEEE, IAPR | Hunting Robotics and Cuda Researchers
Shuicheng Yan, Fellow of AAAI, ACM, SAEng, IEEE, IAPR | Hunting Robotics and Cuda Researchers
Professor@National University of Singapore | Looking for lab members targeting beyond papers
Guangcan Liu
Guangcan Liu
Professor of Southeast University, Nanjing, China.
Jianlong Wu
Jianlong Wu
Professor, Harbin Institute of Technology (Shenzhen)
Hao Kong
Hao Kong
Peking University
Zenan Ling
Zenan Ling
Huazhong University of Science and Technology
Cong Fang
Cong Fang
Peking University