Tsung-Yu Hsieh

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 20

Top Topics

Artificial Bee Colony

State Transitions

Top Venues

Publications

Tsung-Yu Hsieh, Yiwei Sun, Suhang Wang, Vasant G. Honavar
Functional Autoencoders for Functional Data Representation Learning. SDM (2021)
Tsung-Yu Hsieh, Yiwei Sun, Xianfeng Tang, Suhang Wang, Vasant G. Honavar
SrVARM: State Regularized Vector Autoregressive Model for Joint Learning of Hidden State Transitions and State-Dependent Inter-Variable Dependencies from Multi-variate Time Series. WWW (2021)
Tsung-Yu Hsieh, Suhang Wang, Yiwei Sun, Vasant G. Honavar
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals. WSDM (2021)
Yiwei Sun, Suhang Wang, Xianfeng Tang, Tsung-Yu Hsieh, Vasant G. Honavar
Adversarial Attacks on Graph Neural Networks via Node Injections: A Hierarchical Reinforcement Learning Approach. WWW (2020)
Tsung-Yu Hsieh, Suhang Wang, Yiwei Sun, Vasant G. Honavar
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals. CoRR (2020)
Tsung-Yu Hsieh, Ying-Fen Fu, Shih-Ya Ma
Impacts of day trading on the intraday pattern of market quality. Int. J. Serv. Technol. Manag. 26 (1) (2020)
Chin-Teng Lin, Kuan-Chih Huang, Nikhil R. Pal, Zehong Cao, Yu-Ting Liu, Chieh-Ning Fang, Tsung-Yu Hsieh, Yang-Yin Lin, Shang-Lin Wu
Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface. iFUZZY (2020)
Yiwei Sun, Suhang Wang, Xianfeng Tang, Tsung-Yu Hsieh, Vasant G. Honavar
Node Injection Attacks on Graphs via Reinforcement Learning. CoRR (2019)
Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant G. Honavar
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding. CoRR (2019)
Tsung-Yu Hsieh, Yiwei Sun, Suhang Wang, Vasant G. Honavar
Adaptive Structural Co-regularization for Unsupervised Multi-view Feature Selection. ICBK (2019)
Chin-Teng Lin, Yu-Ting Liu, Chun-Hsiang Chuang, Nikhil R. Pal, Yang-Yin Lin, Tsung-Yu Hsieh, Chieh-Ning Fang, Zehong Cao
An Adaptive Subspace Self-Organizing Map (ASSOM) Imbalanced Learning and Its Applications in EEG. CoRR (2019)
Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant G. Honavar
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding. IJCAI (2019)
Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar
Compositional Stochastic Average Gradient for Machine Learning and Related Applications. CoRR (2018)
Yiwei Sun, Ngot Bui, Tsung-Yu Hsieh, Vasant G. Honavar
Multi-view Network Embedding via Graph Factorization Clustering and Co-regularized Multi-view Agreement. ICDM Workshops (2018)
Chin-Teng Lin, Tsung-Yu Hsieh, Yu-Ting Liu, Yang-Yin Lin, Chieh-Ning Fang, Yu-Kai Wang, Gary G. Yen, Nikhil R. Pal, Chun-Hsiang Chuang
Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets. IEEE Trans. Knowl. Data Eng. 30 (5) (2018)
Liang-Ying Lu, Tsung-Yu Hsieh, Pei-En Weng, Lih-Yih Chiou
Methodology for developing virtual platforms from power-aware to power- and thermal-aware at electronic system level. IET Cyper-Phys. Syst.: Theory & Appl. 3 (3) (2018)
Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar
Compositional Stochastic Average Gradient for Machine Learning and Related Applications. IDEAL (1) (2018)
Yiwei Sun, Ngot Bui, Tsung-Yu Hsieh, Vasant G. Honavar
Multi-View Network Embedding Via Graph Factorization Clustering and Co-Regularized Multi-View Agreement. CoRR (2018)
Shang-Lin Wu, Yu-Ting Liu, Tsung-Yu Hsieh, Yang-Yin Lin, Chih-Yu Chen, Chun-Hsiang Chuang, Chin-Teng Lin
Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain-Computer Interface. IEEE Trans. Fuzzy Syst. 25 (1) (2017)
Tzyy-Yuang Shiang, Tsung-Yu Hsieh, Yin-Shin Lee, Chen-Chi Wu, Meng-Chieh Yu, Chung-Huan Mei, I-Han Tai
Determine the Foot Strike Pattern Using Inertial Sensors. J. Sensors 2016 (2016)
Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Tsung-Yu Hsieh, Chin-Teng Lin
Assessment of Mental Fatigue: An EEG-Based Forecasting System for Driving Safety. SMC (2015)
Chin-Teng Lin, Tsung-Yu Hsieh, Yu-Ting Liu, Shang-Lin Wu, Yang-Yin Lin
A Novel Mechanism to Fuse Various Sub-Aspect Brain-Computer Interface (BCI) Systems with PSO for Motor Imagery Task. SMC (2015)
Tsung-Yu Hsieh, Yang-Yin Lin, Yu-Ting Liu, Chieh-Ning Fang, Chin-Teng Lin
Developing a novel multi-fusion brain-computer interface (BCI) system with particle swarm optimization for motor imagery task. FUZZ-IEEE (2015)
Yu-Ting Liu, Yang-Yin Lin, Tsung-Yu Hsieh, Shang-Lin Wu, Chin-Teng Lin
A global optimized neuro-fuzzy system using artificial bee colony evolutionary algorithm. ICS (2014)
Po-Lei Lee, Hsiang-Chih Chang, Tsung-Yu Hsieh, Hua-Ting Deng, Chia-Wei Sun
A Brain-Wave-Actuated Small Robot Car Using Ensemble Empirical Mode Decomposition-Based Approach. IEEE Trans. Syst. Man Cybern. Part A 42 (5) (2012)