| 2021 | WWW | SrVARM: State Regularized Vector Autoregressive Model for Joint Learning of Hidden State Transitions and State-Dependent Inter-Variable Dependencies from Multi-variate Time Series. | Tsung-Yu Hsieh, Yiwei Sun, Xianfeng Tang, Suhang Wang, Vasant G. Honavar |
| 2021 | WSDM | Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals. | Tsung-Yu Hsieh, Suhang Wang, Yiwei Sun, Vasant G. Honavar |
| 2021 | SDM | Functional Autoencoders for Functional Data Representation Learning. | Tsung-Yu Hsieh, Yiwei Sun, Suhang Wang, Vasant G. Honavar |
| 2020 | WWW | Adversarial Attacks on Graph Neural Networks via Node Injections: A Hierarchical Reinforcement Learning Approach. | Yiwei Sun, Suhang Wang, Xianfeng Tang, Tsung-Yu Hsieh, Vasant G. Honavar |
| 2019 | IJCAI | MEGAN: A Generative Adversarial Network for Multi-View Network Embedding. | Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant G. Honavar |
| 2018 | ICDM | Multi-view Network Embedding via Graph Factorization Clustering and Co-regularized Multi-view Agreement. | Yiwei Sun, Ngot Bui, Tsung-Yu Hsieh, Vasant G. Honavar |
| 2018 | IDEAL | Compositional Stochastic Average Gradient for Machine Learning and Related Applications. | Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar |
| 2015 | SMC | A Novel Mechanism to Fuse Various Sub-Aspect Brain-Computer Interface (BCI) Systems with PSO for Motor Imagery Task. | Chin-Teng Lin, Tsung-Yu Hsieh, Yu-Ting Liu, Shang-Lin Wu, Yang-Yin Lin |
| 2015 | SMC | Assessment of Mental Fatigue: An EEG-Based Forecasting System for Driving Safety. | Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Tsung-Yu Hsieh, Chin-Teng Lin |