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A Nearest Neighbor Under-sampling Strategy for Vertical Federated Learning in Financial Domain
Machine learning techniques have been widely applied in modern financial activities. Participants in the field are aware of the …
Denghao Li
,
Jianzong Wang
,
Lingwei Kong
,
Shijing Si
,
Zhangcheng Huang
,
Chenyu Huang
,
Jing Xiao
Cite
ACM
A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy
Currently, the federated graph neural network (GNN) has attracted a lot of attention due to its wide applications in reality without …
Yeqing Qiu
,
Chenyu Huang
,
Jianzong Wang
,
Zhangcheng Huang
,
Jing Xiao
Cite
arXiv
Springer
Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection
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Chendong Zhao
,
Jianzong Wang
,
Leilai Li
,
Xiaoyang Qu
,
Jing Xiao
Cite
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition
The Transformer architecture model, based on self-attention and multi-head attention, has achieved remarkable success in offline …
Chendong Zhao
,
Jianzong Wang
,
Wenqi Wei
,
Xiaoyang Qu
,
Haoqian Wang
,
Jing Xiao
Cite
arXiv
IEEE
Augmentation-induced Consistency Regularization for Classification
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Jianhan Wu
,
Shijing Si
,
Jianzong Wang
,
Jing Xiao
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Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation
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Denghao Li
,
Yuqiao Zeng
,
Jianzong Wang
,
Lingwei Kong
,
Zhangcheng Huang
,
Ning Cheng
,
Xiaoyang Qu
,
Jing Xiao
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Cali3F: Calibrated Fast Fair Federated Recommendation System
The increasingly stringent regulations on privacy protection have sparked interest in federated learning. As a distributed machine …
Zhitao Zhu
,
Shijing Si
,
Jianzong Wang
,
Jing Xiao
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arXiv
IEEE
Debias the Black-Box: A Fair Ranking Framework via Knowledge Distillation
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Zhitao Zhu
,
Shijing Si
,
Jianzong Wang
,
Yaodong Yang
,
Jing Xiao
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Denoising of 3D MR Images Using a Voxel-Wise Hybrid Residual MLP-CNN Model to Improve Small Lesion Diagnostic Confidence
Haibo Yang
,
Shengjie Zhang
,
Xiaoyang Han
,
Botao Zhao
,
Yan Ren
,
Yaru Sheng
,
Xiao-Yong Zhang
PDF
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DT-SV: A Transformer-based Time-domain Approach for Speaker Verification
Speaker verification (SV) aims to determine whether the speaker’s identity of a test utterance is the same as the reference …
Nan Zhang
,
Jianzong Wang
,
Zhenhou Hong
,
Chendong Zhao
,
Xiaoyang Qu
,
Jing Xiao
Cite
arXiv
IEEE
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