Xiaoyu Tao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

Top Topics

Image Classification

Incremental Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Comput. Biol. Medicine

Pattern Recognit.

Publications

Zhengsen Jin, Zhihong Huang, Chao Wu, Fanqin Zhang, Yifei Gao, Siyu Guo, Xiaoyu Tao, Shan Lu, Jingyuan Zhang, Jiaqi Huang, Yiyan Zhai, Rui Shi, Peizhi Ye, Jiarui Wu
Molecular insights into gastric cancer: The impact of TGFBR2 and hsa-mir-107 revealed by microarray sequencing and bioinformatics. Comput. Biol. Medicine 172 (2024)
Songlin Dong, Yihong Gong, Jingang Shi, Miao Shang, Xiaoyu Tao, Xing Wei, Xiaopeng Hong, Tiangang Zhou
Brain Cognition-Inspired Dual-Pathway CNN Architecture for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Chenyi Lei
Learning Transferable Time Series Classifier with Cross-Domain Pre-training from Language Model. CoRR (2024)
Junya Wang, Guanxiong Wu, Tiantian Tian, Qihua Lin, Chu Xiao, Xiaoyu Tao, Jianqiang Li, Yuantao Li, Jie Chen
Explainable Deep Learning with Human Feedback for Perioperative Complications Prediction. ICIC (2) (2024)
Yu Liu, Xiaopeng Hong, Xiaoyu Tao, Songlin Dong, Jingang Shi, Yihong Gong
Model Behavior Preserving for Class-Incremental Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Jiaqi Huang, Jingyuan Zhang, Fanqin Zhang, Shan Lu, Siyu Guo, Rui Shi, Yiyan Zhai, Yifei Gao, Xiaoyu Tao, Zhengseng Jin, Leiming You, Jiarui Wu
Identification of a disulfidptosis-related genes signature for prognostic implication in lung adenocarcinoma. Comput. Biol. Medicine 165 (2023)
Yifei Gao, Chao Wu, Jiaqi Huang, Zhihong Huang, Zhengsen Jin, Siyu Guo, Xiaoyu Tao, Shan Lu, Jingyuan Zhang, Fanqin Zhang, Yiyan Zhai, Rui Shi, Peizhi Ye, Jiarui Wu
A new strategy to identify ADAM12 and PDGFRB as a novel prognostic biomarker for matrine regulates gastric cancer via high throughput chip mining and computational verification. Comput. Biol. Medicine 166 (2023)
Yiyan Zhai, Jingyuan Zhang, Zhihong Huang, Rui Shi, Fengying Guo, Fanqin Zhang, Meilin Chen, Yifei Gao, Xiaoyu Tao, Zhengseng Jin, Siyu Guo, Yifan Lin, Peizhi Ye, Jiarui Wu
Single-cell RNA sequencing integrated with bulk RNA sequencing analysis reveals diagnostic and prognostic signatures and immunoinfiltration in gastric cancer. Comput. Biol. Medicine 163 (2023)
Siyu Guo, Xinkui Liu, Jingyuan Zhang, Zhihong Huang, Peizhi Ye, Jian Shi, Antony Stalin, Chao Wu, Shan Lu, Fanqin Zhang, Yifei Gao, Zhengseng Jin, Xiaoyu Tao, Jiaqi Huang, Yiyan Zhai, Rui Shi, Fengying Guo, Wei Zhou, Jiarui Wu
Integrated analysis of single-cell RNA-seq and bulk RNA-seq unravels T cell-related prognostic risk model and tumor immune microenvironment modulation in triple-negative breast cancer. Comput. Biol. Medicine 161 (2023)
Songlin Dong, Xiaopeng Hong, Xiaoyu Tao, Xinyuan Chang, Xing Wei, Yihong Gong
Few-Shot Class-Incremental Learning via Relation Knowledge Distillation. AAAI (2021)
Bo Ning, Yunhao Sun, Xiaoyu Tao, Guanyu Li
Differential privacy protection on weighted graph in wireless networks. Ad Hoc Networks 110 (2021)
Jiawei Ma, Xiaoyu Tao, Jianxing Ma, Xiaopeng Hong, Yihong Gong
Class Incremental Learning for Video Action Classification. ICIP (2021)
Xiaoyu Tao, Xiaopeng Hong, Weiwei Shi, Xinyuan Chang, Yihong Gong
Analogy-Detail Networks for Object Recognition. IEEE Trans. Neural Networks Learn. Syst. 32 (10) (2021)
Yu Liu, Xiaopeng Hong, Xiaoyu Tao, Songlin Dong, Jingang Shi, Yihong Gong
Structural Knowledge Organization and Transfer for Class-Incremental Learning. MMAsia (2021)
Tairan Fan, Qiaoyu Sun, Jing Zhang, Xiaoyu Tao, Yunying Xu, Tianfu He
Text Detection in Sign Images Using Maximally Stable External Regions and Stroke Width Transform. CISP-BMEI (2021)
Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei, Yihong Gong
Few-Shot Class-Incremental Learning. CVPR (2020)
Xiaoyu Tao, Xinyuan Chang, Xiaopeng Hong, Xing Wei, Yihong Gong
Topology-Preserving Class-Incremental Learning. ECCV (19) (2020)
Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Yihong Gong
Bi-Objective Continual Learning: Learning 'New' While Consolidating 'Known'. AAAI (2020)
Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei, Yihong Gong
Few-Shot Class-Incremental Learning. CoRR (2020)
Xiaoyu Tao, Yihong Gong, Weiwei Shi, De Cheng
Object detection with class aware region proposal network and focused attention objective. Pattern Recognit. Lett. 130 (2020)
Xinyuan Chang, Xiaoyu Tao, Xiaopeng Hong, Xing Wei, Wei Ke, Yihong Gong
Class-Incremental Learning with Topological Schemas of Memory Spaces. ICPR (2020)
Zhigen Xu, Yuan Gao, Xin Wang, Xiaoyu Tao, Qingui Xu
Surrogate Thermal Model for Power Electronic Modules using Artificial Neural Network. IECON (2019)
Weiwei Shi, Yihong Gong, Xiaoyu Tao, De Cheng, Nanning Zheng
Fine-Grained Image Classification Using Modified DCNNs Trained by Cascaded Softmax and Generalized Large-Margin Losses. IEEE Trans. Neural Networks Learn. Syst. 30 (3) (2019)
Diangang Li, Yihong Gong, De Cheng, Weiwei Shi, Xiaoyu Tao, Xinyuan Chang
Consistency-Preserving deep hashing for fast person re-identification. Pattern Recognit. 94 (2019)
Weiwei Shi, Yihong Gong, De Cheng, Xiaoyu Tao, Nanning Zheng
Entropy and orthogonality based deep discriminative feature learning for object recognition. Pattern Recognit. 81 (2018)
Weiwei Shi, Yihong Gong, Chris Ding, Zhiheng Ma, Xiaoyu Tao, Nanning Zheng
Transductive Semi-Supervised Deep Learning Using Min-Max Features. ECCV (5) (2018)
Weiwei Shi, Yihong Gong, Xiaoyu Tao, Nanning Zheng
Training DCNN by Combining Max-Margin, Max-Correlation Objectives, and Correntropy Loss for Multilabel Image Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Weiwei Shi, Yihong Gong, Xiaoyu Tao, Jinjun Wang, Nanning Zheng
Improving CNN Performance Accuracies With Min-Max Objective. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Shizhou Zhang, Jinjun Wang, Xiaoyu Tao, Yihong Gong, Nanning Zheng
Constructing Deep Sparse Coding Network for image classification. Pattern Recognit. 64 (2017)
Xiaoyu Tao, Chenyang Xu, Yihong Gong, Jinjun Wang
A Deep CNN with Focused Attention Objective for Integrated Object Recognition and Localization. PCM (2) (2016)
Ying Zhu, Jia Liu, Xiaoyu Tao, Zhiyong Feng
Outage Performance Study of Cognitive Multi-antenna Relay Network with Physical-Layer Network Coding over Nakagami-m Fading Channels. MILCOM (2013)