Yuntao Du

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Transfer Learning

Error Minimization

Top Venues

Publications

Yue Fan, Xiaojian Ma, Rujie Wu, Yuntao Du, Jiaqi Li, Zhi Gao, Qing Li
VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding. CoRR (2024)
Yi Xin, Siqi Luo, Haodi Zhou, Junlong Du, Xiaohong Liu, Yue Fan, Qing Li, Yuntao Du
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey. CoRR (2024)
Yuntao Du, Haiyang Yang, Mingcai Chen, Hongtao Luo, Juan Jiang, Yi Xin, Chongjun Wang
Generation, augmentation, and alignment: a pseudo-source domain based method for source-free domain adaptation. Mach. Learn. 113 (6) (2024)
Mingcai Chen, Yuntao Du, Wei Tang, Baoming Zhang, Hao Cheng, Shuwei Qian, Chongjun Wang
LaplaceConfidence: a Graph-based Approach for Learning with Noisy Labels. CoRR (2023)
Shuai Feng, Wenyu Jiang, Mingcai Chen, Yuntao Du, Hao Cheng, Yuxin Ge, Chongjun Wang
CESED: Exploiting Hyperspherical Predefined Evenly-Distributed Class Centroids for OOD Detection. SDM (2023)
Yi Xin, Siqi Luo, Pengsheng Jin, Yuntao Du, Chongjun Wang
Self-Training with Label-Feature-Consistency for Domain Adaptation. DASFAA (4) (2023)
Yuntao Du, Juan Jiang, Hongtao Luo, Haiyang Yang, Mingcai Chen, Chongjun Wang
Bidirectional View based Consistency Regularization for Semi-Supervised Domain Adaptation. Trans. Mach. Learn. Res. 2023 (2023)
Mingcai Chen, Hao Cheng, Yuntao Du, Ming Xu, Wenyu Jiang, Chongjun Wang
Two Wrongs Don't Make a Right: Combating Confirmation Bias in Learning with Label Noise. AAAI (2023)
Yuntao Du, Ruiting Zhang, Xiaowen Zhang, Yirong Yao, Hengyang Lu, Chongjun Wang
Learning transferable and discriminative features for unsupervised domain adaptation. Intell. Data Anal. 26 (2) (2022)
Fengli Cui, Yinghao Chen, Yuntao Du, Yikang Cao, Chongjun Wang
Joint Feature and Labeling Function Adaptation for Unsupervised Domain Adaptation. PAKDD (1) (2022)
Yuntao Du, Hongtao Luo, Haiyang Yang, Juan Jiang, Chongjun Wang
InCo: Intermediate Prototype Contrast for Unsupervised Domain Adaptation. ECML/PKDD (1) (2022)
Mingcai Chen, Yuntao Du, Yi Zhang, Shuwei Qian, Chongjun Wang
Semi-supervised Learning with Multi-Head Co-Training. AAAI (2022)
Le Zhao, Mingcai Chen, Yuntao Du, Haiyang Yang, Chongjun Wang
Spatial-Temporal Graph Convolutional Gated Recurrent Network for Traffic Forecasting. CoRR (2022)
Cheng Qiu, Yirong Yao, Yuntao Du
Nested Dense Attention Network for Single Image Super-Resolution. ICMR (2021)
Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Jialin Pan, Tao Qin, Renjun Xu, Chongjun Wang
AdaRNN: Adaptive Learning and Forecasting of Time Series. CIKM (2021)
Heng-Yang Lu, Yi Zhang, Yuntao Du
SenU-PTM: a novel phrase-based topic model for short-text topic discovery by exploiting word embeddings. Data Technol. Appl. 55 (5) (2021)
Mingcai Chen, Yuntao Du, Yi Zhang, Shuwei Qian, Chongjun Wang
Semi-Supervised Learning with Multi-Head Co-Training. CoRR (2021)
Yuntao Du, Yinghao Chen, Fengli Cui, Xiaowen Zhang, Chongjun Wang
Cross-domain error minimization for unsupervised domain adaptation. CoRR (2021)
Yuntao Du, Yikang Cao, Yumeng Zhou, Yinghao Chen, Ruiting Zhang, Chongjun Wang
Self Separation and Misseparation Impact Minimization for Open-Set Domain Adaptation. DASFAA (2) (2021)
Hualei Yu, Chong Luo, Yuntao Du, Hao Cheng, Meng Cao, Chongjun Wang
DMSPool: Dual Multi-Scale Pooling for Graph Representation Learning. DASFAA (1) (2021)
Yuntao Du, Haiyang Yang, Mingcai Chen, Juan Jiang, Hongtao Luo, Chongjun Wang
Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation. CoRR (2021)
Yuntao Du, Yinghao Chen, Fengli Cui, Xiaowen Zhang, Chongjun Wang
Cross-Domain Error Minimization for Unsupervised Domain Adaptation. DASFAA (2) (2021)
Mingcai Chen, Hao Cheng, Yuntao Du, Ming Xu, Wenyu Jiang, Chongjun Wang
Two Wrongs Don't Make a Right: Combating Confirmation Bias in Learning with Label Noise. CoRR (2021)
Yuntao Du, Zhiwen Tan, Xiaowen Zhang, Yirong Yao, Hualei Yu, Chongjun Wang
Unsupervised Domain Adaptation with Unified Joint Distribution Alignment. DASFAA (2) (2021)
Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Jialin Pan, Tao Qin, Renjun Xu, Chongjun Wang
AdaRNN: Adaptive Learning and Forecasting of Time Series. CoRR (2021)
Xiaowen Zhang, Yuntao Du, Rongbiao Xie, Chongjun Wang
Adversarial Separation Network for Cross-Network Node Classification. CIKM (2021)
Yuntao Du, Zhiwen Tan, Qian Chen, Xiaowen Zhang, Yirong Yao, Chongjun Wang
Dual Adversarial Domain Adaptation. CoRR (2020)
Yuntao Du, Zhiwen Tan, Qian Chen, Yi Zhang, Chongjun Wang
Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization. ECAI (2020)
Qian Chen, Yuntao Du, Zhiwen Tan, Yi Zhang, Chongjun Wang
Unsupervised Domain Adaptation with Joint Domain-Adversarial Reconstruction Networks. ECML/PKDD (2) (2020)
Yuntao Du, Ruiting Zhang, Yikang Cao, Xiaowen Zhang, Zhiwen Tan, Chongjun Wang
Unsupervised domain adaptation with exploring more statistics and discriminative information. CoRR (2020)
Sheng Bi, Peng Shi, Yuntao Du, Bin Jin, Lingshuang Yu
Mining Knowledge within Categories in Global and Local Fashion for Multi-Label Text Classification. IJCNN (2020)
Yuntao Du, Zhiwen Tan, Qian Chen, Yi Zhang, Chongjun Wang
Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization. CoRR (2019)
Qian Chen, Yuntao Du, Ming Xu, Chong-Jun Wang
HetEOTL: An Algorithm for Heterogeneous Online Transfer Learning. ICTAI (2018)