Tiehang Duan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 28

Top Topics

Dirichlet Process

Transfer Learning

Writer Independent

Text Clustering

Top Venues

Canadian Conference on AI

Publications

Tiehang Duan, Zhenyi Wang, Fang Li, Gianfranco Doretto, Donald A. Adjeroh, Yiyi Yin, Cui Tao
Online continual decoding of streaming EEG signal with a balanced and informative memory buffer. Neural Networks 176 (2024)
Tiehang Duan, Zhenyi Wang, Sheng Liu, Yiyi Yin, Sargur N. Srihari
UNCER: A framework for uncertainty estimation and reduction in neural decoding of EEG signals. Neurocomputing 538 (2023)
Zhenyi Wang, Li Shen, Donglin Zhan, Qiuling Suo, Yanjun Zhu, Tiehang Duan, Mingchen Gao
MetaMix: Towards Corruption-Robust Continual Learning with Temporally Self-Adaptive Data Transformation. CVPR (2023)
Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
Distributionally Robust Cross Subject EEG Decoding. CoRR (2023)
Zhenyi Wang, Li Shen, Tongliang Liu, Tiehang Duan, Yanjun Zhu, Donglin Zhan, David S. Doermann, Mingchen Gao
Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training. NeurIPS (2023)
Zhenyi Wang, Li Shen, Tiehang Duan, Qiuling Suo, Le Fang, Wei Liu, Mingchen Gao
Distributionally Robust Memory Evolution With Generalized Divergence for Continual Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
Replay with Stochastic Neural Transformation for Online Continual EEG Classification. BIBM (2023)
Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
Distributionally Robust Cross Subject EEG Decoding. ECAI (2023)
Zhenyi Wang, Li Shen, Tiehang Duan, Donglin Zhan, Le Fang, Mingchen Gao
Learning to Learn and Remember Super Long Multi-Domain Task Sequence. CVPR (2022)
Tiehang Duan, Zhenyi Wang, Sheng Liu, Sargur N. Srihari, Hui Yang
Uncertainty Detection in EEG Neural Decoding Models. CoRR (2022)
Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Tiehang Duan, Mingchen Gao
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution. CoRR (2022)
Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Tiehang Duan, Mingchen Gao
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution. ICML (2022)
Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Donglin Zhan, Tiehang Duan, Mingchen Gao
Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions. ECCV (20) (2022)
Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Donglin Zhan, Tiehang Duan, Mingchen Gao
Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions. CoRR (2022)
Tiehang Duan, Mihir Chauhan, Mohammad Abuzar Shaikh, Jun Chu, Sargur N. Srihari
Ultra Efficient Transfer Learning with Meta Update for Continuous EEG Classification Across Subjects. Canadian Conference on AI (2021)
Zhenyi Wang, Tiehang Duan, Le Fang, Qiuling Suo, Mingchen Gao
Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness. ICCV (2021)
Zhenyi Wang, Tiehang Duan, Le Fang, Qiuling Suo, Mingchen Gao
Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness. CoRR (2021)
Mohammad Abuzar Shaikh, Tiehang Duan, Mihir Chauhan, Sargur N. Srihari
Attention based Writer Independent Handwriting Verification. CoRR (2020)
Mohammad Abuzar Shaikh, Tiehang Duan, Mihir Chauhan, Sargur N. Srihari
Attention based Writer Independent Verification. ICFHR (2020)
Tiehang Duan, Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Rohini K. Srihari, Archita Pathak, Sargur N. Srihari
Meta Learn on Constrained Transfer Learning for Low Resource Cross Subject EEG Classification. IEEE Access 8 (2020)
Tiehang Duan, Mihir Chauhan, Mohammad Abuzar Shaikh, Sargur N. Srihari
Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification. CoRR (2020)
Tiehang Duan, Qi Lou, Sargur N. Srihari, Xiaohui Xie
Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach. PAKDD (3) (2019)
Tiehang Duan, José P. Pinto, Xiaohui Xie
Parallel clustering of single cell transcriptomic data with split-merge sampling on Dirichlet process mixtures. Bioinform. 35 (6) (2019)
Tiehang Duan, José P. Pinto, Xiaohui Xie
Parallel Clustering of Single Cell Transcriptomic Data with Split-Merge Sampling on Dirichlet Process Mixtures. CoRR (2018)
Tiehang Duan, Qi Lou, Sargur N. Srihari, Xiaohui Xie
Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach. CoRR (2018)
Tiehang Duan, Sargur N. Srihari
Layerwise Interweaving Convolutional LSTM. Canadian Conference on AI (2017)
Tiehang Duan
Auto Regressive Dynamic Bayesian Network and Its Application in Stock Market Inference. AIAI (2016)
Tiehang Duan, Sargur N. Srihari
Pseudo Boosted Deep Belief Network. ICANN (2) (2016)