Shinya Wada

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Spatiotemporal Data

Transfer Learning

Human Activity Recognition

Implicit Knowledge

Top Venues

UbiComp/ISWC Adjunct

Publications

Huy Quang Ung, Hao Niu, Minh-Son Dao, Shinya Wada, Atsunori Minamikawa
xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction. MDM (2024)
Roberto Legaspi, Wenzhen Xu, Tatsuya Konishi, Shinya Wada, Nao Kobayashi, Yasushi Naruse, Yuichi Ishikawa
The sense of agency in human-AI interactions. Knowl. Based Syst. 286 (2024)
Huy Quang Ung, Hao Niu, Minh-Son Dao, Shinya Wada, Atsunori Minamikawa
xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction. CoRR (2024)
Yanan Wang, Donghuo Zeng, Shinya Wada, Satoshi Kurihara
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning. IEEE Access 11 (2023)
Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering. ICCV (2023)
Huy Quang Ung, Yutaro Mishima, Hao Niu, Shinya Wada
Towards Multimodal Spatio-Temporal Transformer-based Models for Traffic Congestion Prediction. ICDAR@ICMR (2023)
Minh-Son Dao, Huy Quang Ung, Sadanori Ito, Shinya Wada, Koji Zettsu
Fostering Innovation in Urban Transportation Risk Management: A Multi-Sector Collaborative Benchmarking Platform. BigData (2023)
Huy Quang Ung, Ryoichi Kojima, Shinya Wada
Leverage Samples with Single Positive Labels to Train CNN-based Models For Multi-label Plant Species Prediction. CLEF (Working Notes) (2023)
Yanan Wang, Donghuo Zeng, Shinya Wada, Satoshi Kurihara
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning. CoRR (2023)
Hao Niu, Guillaume Habault, Roberto Legaspi, Chuizheng Meng, Defu Cao, Shinya Wada, Chihiro Ono, Yan Liu
Time-delayed Multivariate Time Series Predictions. SDM (2023)
Guillaume Habault, Huy Quang Ung, Shinya Wada
A Classical Machine Learning Method for Locomotion and Transportation Recognition using both Motion and Location Data. UbiComp/ISWC Adjunct (2023)
Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec
VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering. CoRR (2022)
Ryoichi Kojima, Roberto Legaspi, Shinya Wada
Trip Destination Prediction by Cross-City Exploratory Data Analysis Approach in People Flow Data. Big Data (2022)
Hao Niu, Huy Quang Ung, Shinya Wada
Source Domain Selection for Cross-House Human Activity Recognition with Ambient Sensors. ICMLA (2022)
Roberto Legaspi, Wenzhen Xu, Tatsuya Konishi, Shinya Wada, Yuichi Ishikawa
Multidimensional Analysis of Sense of Agency During Goal Pursuit. UMAP (2022)
Yanan Wang, Jianming Wu, Kazuaki Furumai, Shinya Wada, Satoshi Kurihara
VAE-Based Adversarial Multimodal Domain Transfer for Video-Level Sentiment Analysis. IEEE Access 10 (2022)
Chuizheng Meng, Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu
Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data. IJCAI (2022)
Hao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu
Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction. PAKDD (1) (2022)
Ryoichi Kojima, Roberto Legaspi, Yutaro Mishima, Shinya Wada
Classical machine learning and deep neural network ensemble model for GPS-based activity recognition. UbiComp/ISWC Adjunct (2021)
Guillaume Habault, Shinya Wada, Chihiro Ono
Influence of Land Use information over performance when predicting spatiotemporal electricity load demand. IEEE BigData (2021)
Roberto Legaspi, Wenzhen Xu, Tatsuya Konishi, Shinya Wada
Positing a Sense of Agency-Aware Persuasive AI: Its Theoretical and Computational Frameworks. PERSUASIVE (2021)
Yutaro Mishima, Guillaume Habault, Shinya Wada
Is Adding More Modalities Better in a Multimodal Spatio-temporal Prediction Scenario? A Case Study on Japan Air Quality. MobiQuitous (2021)
Yanan Wang, Jianming Wu, Jinfa Huang, Gen Hattori, Yasuhiro Takishima, Shinya Wada, Rui Kimura, Jie Chen, Satoshi Kurihara
LDNN: Linguistic Knowledge Injectable Deep Neural Network for Group Cohesiveness Understanding. ICMI (2020)
Yanan Wang, Jianming Wu, Panikos Heracleous, Shinya Wada, Rui Kimura, Satoshi Kurihara
Implicit Knowledge Injectable Cross Attention Audiovisual Model for Group Emotion Recognition. ICMI (2020)
Guillaume Habault, Shinya Wada, Rui Kimura, Chihiro Ono
Elucidating the extent by which population staying patterns help improve electricity load demand predictions. IEEE BigData (2020)
Hao Niu, Duc Nguyen, Kei Yonekawa, Mori Kurokawa, Shinya Wada, Kiyohito Yoshihara
Multi-source Transfer Learning for Human Activity Recognition in Smart Homes. SMARTCOMP (2020)
Yujin Tang, Kei Yonekawa, Mori Kurokawa, Shinya Wada, Kiyohito Yoshihara
Binary Classification of Sequences Possessing Unilateral Common Factor with AMS and APR. PAKDD (3) (2018)
Yujin Tang, Shinya Wada, Kiyohito Yoshihara
Failure Prediction with Adaptive Multi-scale Sampling and Activation Pattern Regularization. ICDM Workshops (2017)