Boqian Wu
Scholar

Boqian Wu

Google Scholar ID: 5dACFlcAAAAJ
University of Twente
Machine LearningSparse Neural NetworksComputer Vision
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
419
 
H-index
5
 
i10-index
4
 
Publications
19
 
Co-authors
9
list available
Contact
Emailb.wu@utwente.nlGitHubOpen ↗
Publications
6 items
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
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
arXiv.org · 2024
Cited
0
Are Sparse Neural Networks Better Hard Sample Learners?
arXiv.org · 2024
Cited
0
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
Neural Information Processing Systems · 2023
Cited
2
Resume (English only)
Academic Achievements
  • Paper accepted by ICLR 2025 (Jan 2025)
  • Paper accepted by NeurIPS 2024 (Sep 2024, co-first author)
  • Co-organized NeurIPS 2024 competition 'Edge LLMs', which was accepted
  • Awarded NeurIPS 2024 Travel Grant (Oct 2024)
  • Multiple publications in top-tier venues including NeurIPS, ICLR, ECML PKDD, BMVC, Interspeech, and the journal Omega
  • Key contributions include dynamic sparse networks for time series classification, 3D medical image segmentation, and dynamic data pruning for speech recognition
Co-authors
9 total
Qiao Xiao
Qiao Xiao
Eindhoven University of Technology
Mykola Pechenizkiy
Mykola Pechenizkiy
Eindhoven University of Technology
Decebal Constantin Mocanu
Decebal Constantin Mocanu
Associate Professor in Machine Learning, University of Luxembourg, TU Eindhoven
Shiwei Liu
Shiwei Liu
ELLIS Institute Tübingen, MPI for Intelligent Systems, University of Oxford, CS@TU/e
Elena Mocanu
Elena Mocanu
Assistant Professor, University of Twente
Zhangyang (Atlas) Wang
Zhangyang (Atlas) Wang
XTX Markets & University of Texas at Austin
Tianlong Chen
Tianlong Chen
Assistant Professor, CS@UNC Chapel Hill; Chief AI Scientist, hireEZ
Maurice van Keulen
Maurice van Keulen
Adjunct Professor Data Science Robustness, University of Twente