Boqian Wu - RankMe

21 papers A* 4A 2B 1Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity. CoRR Qiao Xiao, Boqian Wu, Andrey Poddubnyy, Elena Mocanu, Phuong H. Nguyen, Mykola Pechenizkiy, Decebal Constantin Mocanu
2025	A*	`conf`	Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness. ICLR Boqian Wu, Qiao Xiao, Shunxin Wang, Nicola Strisciuglio, Mykola Pechenizkiy, Maurice van Keulen, Decebal Constantin Mocanu, Elena Mocanu
2025	J	`jnl`	Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution. CoRR Qiao Xiao, Alan Ansell, Boqian Wu, Lu Yin, Mykola Pechenizkiy, Shiwei Liu, Decebal Constantin Mocanu
2025	J	`jnl`	NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling. CoRR 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
2024	A	`conf`	Are Sparse Neural Networks Better Hard Sample Learners? BMVC Qiao Xiao, Boqian Wu, Lu Yin, Christopher Neil Gadzinski, Tianjin Huang, Mykola Pechenizkiy, Decebal Constantin Mocanu
2024	J	`jnl`	Are Sparse Neural Networks Better Hard Sample Learners? CoRR Qiao Xiao, Boqian Wu, Lu Yin, Christopher Neil Gadzinski, Tianjin Huang, Mykola Pechenizkiy, Decebal Constantin Mocanu
2024	A	`conf`	Dynamic Data Pruning for Automatic Speech Recognition. INTERSPEECH Qiao Xiao, Pingchuan Ma, Adriana Fernandez-Lopez, Boqian Wu, Lu Yin, Stavros Petridis, Mykola Pechenizkiy, Maja Pantic, Decebal Constantin Mocanu, Shiwei Liu
2024	J	`jnl`	Dynamic Data Pruning for Automatic Speech Recognition. CoRR Qiao Xiao, Pingchuan Ma, Adriana Fernandez-Lopez, Boqian Wu, Lu Yin, Stavros Petridis, Mykola Pechenizkiy, Maja Pantic, Decebal Constantin Mocanu, Shiwei Liu
2024	J	`jnl`	Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness. CoRR Boqian Wu, Qiao Xiao, Shunxin Wang, Nicola Strisciuglio, Mykola Pechenizkiy, Maurice van Keulen, Decebal Constantin Mocanu, Elena Mocanu
2024	A*	`conf`	E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation. NeurIPS Boqian Wu, Qiao Xiao, Shiwei Liu, Lu Yin, Mykola Pechenizkiy, Decebal Constantin Mocanu, Maurice van Keulen, Elena Mocanu
2024	B	`conf`	Open-Set Semi-Supervised Learning by Distribution Alignment. IJCNN Qiao Xiao, Jinjing Zhu, Boqian Wu, Yu Zhang
2023	J	`jnl`	E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation. CoRR Boqian Wu, Qiao Xiao, Shiwei Liu, Lu Yin, Mykola Pechenizkiy, Decebal Constantin Mocanu, Maurice van Keulen, Elena Mocanu
2023	A*	`conf`	More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity. ICLR Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Tommi Kärkkäinen, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang
2023	—	`conf`	Weighted Multivariate Mean Reversion for Online Portfolio Selection. ECML/PKDD (5) Boqian Wu, Benmeng Lyu, Jiawen Gu
2022	A*	`conf`	Dynamic Sparse Network for Time Series Classification: Learning What to "See". NeurIPS Qiao Xiao, Boqian Wu, Yu Zhang, Shiwei Liu, Mykola Pechenizkiy, Elena Mocanu, Decebal Constantin Mocanu
2022	J	`jnl`	Dynamic Sparse Network for Time Series Classification: Learning What to "see". CoRR Qiao Xiao, Boqian Wu, Yu Zhang, Shiwei Liu, Mykola Pechenizkiy, Elena Mocanu, Decebal Constantin Mocanu
2022	J	`jnl`	More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity. CoRR Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang
2018	J	`jnl`	Precision Security: Integrating Video Surveillance with Surrounding Environment Changes. Complex. Wenfeng Wang, Xi Chen, Guiwei Zhang, Jing Qian, Peng Wei, Boqian Wu, Hongwei Zheng
2017	—	`conf`	A proxy signature scheme with public verifiability for NAC. ICARM Junli Mi, Shanjun Yan, Wenfeng Wang, Boqian Wu, Wei Peng
2017	—	`conf`	FF-CNN: An Efficient Deep Neural Network for Mitosis Detection in Breast Cancer Histological Images. MIUA Boqian Wu, Tasleem Kausar, Qiao Xiao, Mingjiang Wang, Wenfeng Wang, Binwen Fan, Dandan Sun
2017	—	`conf`	Long-Term Target Tracking for UAV Based on Correlation Filter. CSPS Qiao Xiao, Qinyu Zhang, Boqian Wu, Xiao Han, Xi Wu