Alert button
Picture for Zenglin Xu

Zenglin Xu

Alert button

When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods

Dec 20, 2022
Zhuo Zhang, Yuanhang Yang, Yong Dai, Lizhen Qu, Zenglin Xu

Figure 1 for When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods
Figure 2 for When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods
Figure 3 for When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods
Figure 4 for When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods
Viaarxiv icon

MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion

Dec 19, 2022
Zi Gong, Yinpeng Guo, Pingyi Zhou, Cuiyun Gao, Yasheng Wang, Zenglin Xu

Figure 1 for MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
Figure 2 for MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
Figure 3 for MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
Figure 4 for MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
Viaarxiv icon

Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid

Oct 30, 2022
Jing Xu, Xu Luo, Xinglin Pan, Wenjie Pei, Yanan Li, Zenglin Xu

Figure 1 for Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid
Figure 2 for Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid
Figure 3 for Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid
Figure 4 for Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid
Viaarxiv icon

ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities

Oct 11, 2022
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu

Figure 1 for ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities
Figure 2 for ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities
Figure 3 for ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities
Figure 4 for ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities
Viaarxiv icon

Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling

Oct 11, 2022
Yuanhang Yang, shiyi qi, Cuiyun Gao, Zenglin Xu, Yulan He, Qifan Wang, Chuanyi Liu

Figure 1 for Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling
Figure 2 for Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling
Figure 3 for Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling
Figure 4 for Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling
Viaarxiv icon

Channel Importance Matters in Few-Shot Image Classification

Jun 20, 2022
Xu Luo, Jing Xu, Zenglin Xu

Figure 1 for Channel Importance Matters in Few-Shot Image Classification
Figure 2 for Channel Importance Matters in Few-Shot Image Classification
Figure 3 for Channel Importance Matters in Few-Shot Image Classification
Figure 4 for Channel Importance Matters in Few-Shot Image Classification
Viaarxiv icon

ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization

Jun 16, 2022
Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Jieping Ye

Figure 1 for ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization
Figure 2 for ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization
Figure 3 for ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization
Figure 4 for ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization
Viaarxiv icon

Aggregating Gradients in Encoded Domain for Federated Learning

Jun 09, 2022
Dun Zeng, Shiyu Liu, Siqi Liang, Zonghang Li, Zenglin Xu

Figure 1 for Aggregating Gradients in Encoded Domain for Federated Learning
Figure 2 for Aggregating Gradients in Encoded Domain for Federated Learning
Figure 3 for Aggregating Gradients in Encoded Domain for Federated Learning
Figure 4 for Aggregating Gradients in Encoded Domain for Federated Learning
Viaarxiv icon

A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks

May 28, 2022
Yu Pan, Zeyong Su, Ao Liu, Jingquan Wang, Nannan Li, Zenglin Xu

Figure 1 for A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks
Figure 2 for A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks
Figure 3 for A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks
Figure 4 for A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks
Viaarxiv icon