Boqian Wu

According to our database, Boqian Wu authored at least 16 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity.

Qiao Xiao, Boqian Wu, Andrey Poddubnyy, Elena Mocanu, Phuong H. Nguyen, Mykola Pechenizkiy, Decebal Constantin Mocanu

CoRR, June, 2025

Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution.

Qiao Xiao, Alan Ansell, Boqian Wu, Lu Yin, Mykola Pechenizkiy, Shiwei Liu, Decebal Constantin Mocanu

CoRR, May, 2025

NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling.

Bram Grooten, Farid Hasanov, Chenxiang Zhang, Qiao Xiao, Boqian Wu, Zahra Atashgahi, Ghada Sokar, Shiwei Liu, Lu Yin, Elena Mocanu, Mykola Pechenizkiy, Decebal Constantin Mocanu

CoRR, May, 2025

Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness.

Boqian Wu, Qiao Xiao, Shunxin Wang, Nicola Strisciuglio, Mykola Pechenizkiy, Maurice van Keulen, Decebal Constantin Mocanu, Elena Mocanu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation.

Boqian Wu, Qiao Xiao, Shiwei Liu, Lu Yin, Mykola Pechenizkiy, Decebal Constantin Mocanu, Maurice van Keulen, Elena Mocanu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Dynamic Data Pruning for Automatic Speech Recognition.

Qiao Xiao, Pingchuan Ma, Adriana Fernandez-Lopez, Boqian Wu, Lu Yin, Stavros Petridis, Mykola Pechenizkiy, Maja Pantic, Decebal Constantin Mocanu, Shiwei Liu

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Open-Set Semi-Supervised Learning by Distribution Alignment.

Qiao Xiao, Jinjing Zhu, Boqian Wu, Yu Zhang

Proceedings of the International Joint Conference on Neural Networks, 2024

Are Sparse Neural Networks Better Hard Sample Learners?

Qiao Xiao, Boqian Wu, Lu Yin, Christopher Neil Gadzinski, Tianjin Huang, Mykola Pechenizkiy, Decebal Constantin Mocanu

Proceedings of the 35th British Machine Vision Conference, 2024

2023

Weighted Multivariate Mean Reversion for Online Portfolio Selection.

Boqian Wu, Benmeng Lyu, Jiawen Gu

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity.

Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Tommi Kärkkäinen, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity.

Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang

CoRR, 2022

Dynamic Sparse Network for Time Series Classification: Learning What to "See".

Qiao Xiao, Boqian Wu, Yu Zhang, Shiwei Liu, Mykola Pechenizkiy, Elena Mocanu, Decebal Constantin Mocanu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2018

Precision Security: Integrating Video Surveillance with Surrounding Environment Changes.

Wenfeng Wang, Xi Chen, Guiwei Zhang, Jing Qian, Peng Wei, Boqian Wu, Hongwei Zheng

Complex., 2018

2017

FF-CNN: An Efficient Deep Neural Network for Mitosis Detection in Breast Cancer Histological Images.

Boqian Wu, Tasleem Kausar, Qiao Xiao, Mingjiang Wang, Wenfeng Wang, Binwen Fan, Dandan Sun

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

A proxy signature scheme with public verifiability for NAC.

Junli Mi, Shanjun Yan, Wenfeng Wang, Boqian Wu, Wei Peng

Proceedings of the 2nd International Conference on Advanced Robotics and Mechatronics, 2017

Long-Term Target Tracking for UAV Based on Correlation Filter.

Qiao Xiao, Qinyu Zhang, Boqian Wu, Xiao Han, Xi Wu

Proceedings of the Communications, Signal Processing, and Systems, 2017