Qiao Xiao

44 papers A* 6A 3B 1Journal 28Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph Reinforcement Learning-Based Transmission Scheduling for Underwater Acoustic Networks.
IEEE Commun. Lett.
Kaijing Yang, Qiao Xiao, Chaofeng Wang
2025 J jnl
A Question-Aware Few-Shot Text-to-SQL Neural Model for Industrial Databases.
Int. J. Intell. Syst.
Ren Li, Yu Chen, Hongyi Zhang, Jianxi Yang, Qiao Xiao, Shixin Jiang
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 J jnl
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction.
CoRR
Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, Qiao Xiao, Tianshi Zheng, Baixuan Xu, Shujie Liu, Yangqiu Song
2025 J jnl
Batch Matrix-form Equations and Implementation of Multilayer Perceptrons.
CoRR
Wieger Wesselink, Bram Grooten, Huub van de Wetering, Qiao Xiao, Decebal Constantin Mocanu
2025 J jnl
Deep-Learning-Based CSI Feedback Compression for Underwater Acoustic OFDM Communications.
IEEE Wirel. Commun. Lett.
Qiao Xiao, Chaofeng Wang
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
Few-shot machine reading comprehension for bridge inspection via domain-specific and task-aware pre-tuning approach.
Eng. Appl. Artif. Intell.
Ren Li, Luyi Zhang, Qiao Xiao, Jianxi Yang, Yu Chen, Shixin Jiang, Di Wang
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
MKGM: Multimodal knowledge-guided joint recognition of bridge defect-structural information.
Adv. Eng. Informatics
Xiaoxia Yang, Jianxi Yang, Ren Li, Hao Li, Qiao Xiao, Shixin Jiang
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
2025 J jnl
TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation.
CoRR
Qiao Xiao, Hong Ting Tsang, Jiaxin Bai
2024 J jnl
A Versatile Framework for Unsupervised Domain Adaptation Based on Instance Weighting.
IEEE Trans. Image Process.
Jinjing Zhu, Feiyang Ye, Qiao Xiao, Pengxin Guo, Yu Zhang, Qiang Yang
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 J jnl
Domain-Specific Few-Shot Table Prompt Question Answering via Contrastive Exemplar Selection.
Algorithms
Tianjin Mo, Qiao Xiao, Hongyi Zhang, Ren Li, Yunsong Wu
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 J jnl
MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Ren Li, Qiao Xiao, Jianxi Yang, Luyi Zhang, Yu Chen
2024 A conf
MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization.
INTERSPEECH
Adriana Fernandez-Lopez, Honglie Chen, Pingchuan Ma, Lu Yin, Qiao Xiao, Stavros Petridis, Shiwei Liu, Maja Pantic
2024 J jnl
MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization.
CoRR
Adriana Fernandez-Lopez, Honglie Chen, Pingchuan Ma, Lu Yin, Qiao Xiao, Stavros Petridis, Shiwei Liu, Maja Pantic
2024 J jnl
Nerva: a Truly Sparse Implementation of Neural Networks.
CoRR
Wieger Wesselink, Bram Grooten, Qiao Xiao, Cassio de Campos, Mykola Pechenizkiy
2024 B conf
Open-Set Semi-Supervised Learning by Distribution Alignment.
IJCNN
Qiao Xiao, Jinjing Zhu, Boqian Wu, Yu Zhang
2024 J jnl
Selective Random Walk for Transfer Learning in Heterogeneous Label Spaces.
IEEE Trans. Pattern Anal. Mach. Intell.
Qiao Xiao, Yu Zhang, Qiang Yang
2024 J jnl
TPKE-QA: A gapless few-shot extractive question answering approach via task-aware post-training and knowledge enhancement.
Expert Syst. Appl.
Qiao Xiao, Ren Li, Jianxi Yang, Yu Chen, Shixin Jiang, Di Wang
2023 J jnl
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting.
CoRR
Jinjing Zhu, Feiyang Ye, Qiao Xiao, Pengxin Guo, Yu Zhang, Qiang Yang
2023 — conf
CPCM-MRC: A Few-shot Machine Reading Comprehension Approach for Intelligent Bridge Management via Continual Pre-training and Copy Mechanism.
ICAICE
Qiao Xiao, Ren Li, Yu Chen, Jiangcun Xie
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 J jnl
Few-Shot Relation Extraction via the Entity Feature Enhancement and Attention-Based Prototypical Network.
Int. J. Intell. Syst.
Ren Li, Qiao Xiao, Jianxi Yang, Hao Ren, Yu Chen
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
2022 — conf
A Prompt-based Few-shot Machine Reading Comprehension Model for Intelligent Bridge Management.
EITCE
Luyi Zhang, Ren Li, Qiao Xiao
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
2021 A* conf
Distant Transfer Learning via Deep Random Walk.
AAAI
Qiao Xiao, Yu Zhang
2021 A* conf
Multi-Objective Meta Learning.
NeurIPS
Feiyang Ye, Baijiong Lin, Zhixiong Yue, Pengxin Guo, Qiao Xiao, Yu Zhang
2021 J jnl
Multi-Objective Meta Learning.
CoRR
Feiyang Ye, Baijiong Lin, Zhixiong Yue, Pengxin Guo, Qiao Xiao, Yu Zhang
2020 J jnl
Distant Transfer Learning via Deep Random Walk.
CoRR
Qiao Xiao, Yu Zhang
2017 — conf
A Two-Handed Gesture Recognition Technique on Mobile Devices Based on Improved DTW Algorithm.
CSPS
Xiao Han, Jiayin Xue, Qinyu Zhang, Qiao Xiao, Peng Zhao
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
2016 — conf
An automatic detailed scheduling method of refined products pipeline.
ICCA
Zhigang Duan, Yongtu Liang, Qiang Guo, Qiao Xiao, Haoran Zhang, Guoxi He