Scholar
Qiao Xiao
Google Scholar ID: ypZ_YwoAAAAJ
Eindhoven University of Technology
Deep Learning
AI Efficiency
Sparse Neural Networks
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Citations & Impact
All-time
Citations
489
H-index
6
i10-index
4
Publications
20
Co-authors
11
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Publications
11 items
When Data Is Scarce: Scaling Sparse Language Models with Repeated Training
2026
Cited
0
Memory-Efficient LLM Training with Dynamic Sparsity: From Stability to Practical Scaling
2026
Cited
0
Batch Matrix-form Equations and Implementation of Multilayer Perceptrons
2025
Cited
0
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
2025
Cited
0
TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation
2025
Cited
0
Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity
2025
Cited
0
Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution
2025
Cited
0
NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling
2025
Cited
0
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Resume (English only)
Co-authors
11 total
Boqian Wu
University of Twente
Mykola Pechenizkiy
Eindhoven University of Technology
Decebal Constantin Mocanu
Associate Professor in Machine Learning, University of Luxembourg, TU Eindhoven
Shiwei Liu
ELLIS Institute Tübingen, MPI for Intelligent Systems, University of Oxford, CS@TU/e
Yu Zhang
Associate Professor, Southern University of Science and Technology
Elena Mocanu
Assistant Professor, University of Twente
Lu Yin
Asst. Professor, CS@University of Surrey & Researcher Fellow, CS@TU/e
Maurice van Keulen
Adjunct Professor Data Science Robustness, University of Twente
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