| 2024 | ICMLA | Mixture of Projection Experts for Multivariate Long-Term Time Series Forecasting. | Hao Niu, Guillaume Habault, Defu Cao, Yizhou Zhang, Roberto Legaspi, Huy Quang Ung, James Enouen, Shinya Wada, Chihiro Ono, Atsunori Minamikawa, Yan Liu |
| 2024 | MDM | xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction. | Huy Quang Ung, Hao Niu, Minh-Son Dao, Shinya Wada, Atsunori Minamikawa |
| 2023 | ICCV | VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering. | Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec |
| 2023 | SDM | Time-delayed Multivariate Time Series Predictions. | Hao Niu, Guillaume Habault, Roberto Legaspi, Chuizheng Meng, Defu Cao, Shinya Wada, Chihiro Ono, Yan Liu |
| 2022 | ICMLA | Source Domain Selection for Cross-House Human Activity Recognition with Ambient Sensors. | Hao Niu, Huy Quang Ung, Shinya Wada |
| 2022 | IJCAI | Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data. | Chuizheng Meng, Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu |
| 2022 | PAKDD | Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction. | Hao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu |
| 2021 | Mobiquitous | Is Adding More Modalities Better in a Multimodal Spatio-temporal Prediction Scenario? A Case Study on Japan Air Quality. | Yutaro Mishima, Guillaume Habault, Shinya Wada |
| 2021 | Persuasive | Positing a Sense of Agency-Aware Persuasive AI: Its Theoretical and Computational Frameworks. | Roberto Legaspi, Wenzhen Xu, Tatsuya Konishi, Shinya Wada |
| 2020 | ICMI | LDNN: Linguistic Knowledge Injectable Deep Neural Network for Group Cohesiveness Understanding. | Yanan Wang, Jianming Wu, Jinfa Huang, Gen Hattori, Yasuhiro Takishima, Shinya Wada, Rui Kimura, Jie Chen, Satoshi Kurihara |
| 2020 | ICMI | Implicit Knowledge Injectable Cross Attention Audiovisual Model for Group Emotion Recognition. | Yanan Wang, Jianming Wu, Panikos Heracleous, Shinya Wada, Rui Kimura, Satoshi Kurihara |
| 2020 | SmartComp | Multi-source Transfer Learning for Human Activity Recognition in Smart Homes. | Hao Niu, Duc Nguyen, Kei Yonekawa, Mori Kurokawa, Shinya Wada, Kiyohito Yoshihara |
| 2018 | PAKDD | Binary Classification of Sequences Possessing Unilateral Common Factor with AMS and APR. | Yujin Tang, Kei Yonekawa, Mori Kurokawa, Shinya Wada, Kiyohito Yoshihara |
| 2017 | ICDM | Failure Prediction with Adaptive Multi-scale Sampling and Activation Pattern Regularization. | Yujin Tang, Shinya Wada, Kiyohito Yoshihara |