Tianyi Zhang

According to our database, Tianyi Zhang authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can Large Language Models Assess Personality From Asynchronous Video Interviews? A Comprehensive Evaluation of Validity, Reliability, Fairness, and Rating Patterns.

Tianyi Zhang, Antonis Koutsoumpis, Janneke K. Oostrom, Djurre Holtrop, Sina Ghassemi, Reinout E. de Vries

IEEE Trans. Affect. Comput., 2024

Unsupervised Multimodal Learning for Dependency-Free Personality Recognition.

Sina Ghassemi, Tianyi Zhang, Ward van Breda, Antonis Koutsoumpis, Janneke K. Oostrom, Djurre Holtrop, Reinout E. de Vries

IEEE Trans. Affect. Comput., 2024

Beyond traditional interviews: Psychometric analysis of asynchronous video interviews for personality and interview performance evaluation using machine learning.

Antonis Koutsoumpis, Sina Ghassemi, Janneke K. Oostrom, Djurre Holtrop, Ward van Breda, Tianyi Zhang, Reinout E. de Vries

Comput. Hum. Behav., 2024

2023

Few-Shot Learning for Fine-Grained Emotion Recognition Using Physiological Signals.

Tianyi Zhang, Abdallah El Ali, Alan Hanjalic, Pablo César

IEEE Trans. Multim., 2023

CEAP-360VR: A Continuous Physiological and Behavioral Emotion Annotation Dataset for 360$^\circ$ VR Videos.

Tong Xue, Abdallah El Ali, Tianyi Zhang, Gangyi Ding, Pablo César

IEEE Trans. Multim., 2023

Multimodal-Based and Aesthetic-Guided Narrative Video Summarization.

Jiehang Xie, Xuanbai Chen, Tianyi Zhang, Yixuan Zhang, Shao-Ping Lu, Pablo César, Yulu Yang

IEEE Trans. Multim., 2023

Weakly-Supervised Learning for Fine-Grained Emotion Recognition Using Physiological Signals.

Tianyi Zhang, Abdallah El Ali, Chen Wang, Alan Hanjalic, Pablo César

IEEE Trans. Affect. Comput., 2023

Group Synchrony for Emotion Recognition Using Physiological Signals.

Patrícia J. Bota, Tianyi Zhang, Abdallah El Ali, Ana Fred, Hugo Plácido da Silva, Pablo César

IEEE Trans. Affect. Comput., 2023

2021

CorrNet: Fine-Grained Emotion Recognition for Video Watching Using Wearable Physiological Sensors.

Tianyi Zhang, Abdallah El Ali, Chen Wang, Alan Hanjalic, Pablo César

Sensors, 2021

AC-WGAN-GP: Augmenting ECG and GSR Signals using Conditional Generative Models for Arousal Classification.

Andrei Furdui, Tianyi Zhang, Marcel Worring, Pablo César, Abdallah El Ali

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

RCEA-360VR: Real-time, Continuous Emotion Annotation in 360° VR Videos for Collecting Precise Viewport-dependent Ground Truth Labels.

Tong Xue, Abdallah El Ali, Tianyi Zhang, Gangyi Ding, Pablo César

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems.

Hongtian Chen, Bin Jiang, Tianyi Zhang, Ningyun Lu

Neurocomputing, 2020

RCEA: Real-time, Continuous Emotion Annotation for Collecting Precise Mobile Video Ground Truth Labels.

Tianyi Zhang, Abdallah El Ali, Chen Wang, Alan Hanjalic, Pablo César

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

CorrFeat: Correlation-based Feature Extraction Algorithm using Skin Conductance and Pupil Diameter for Emotion Recognition.

Tianyi Zhang, Abdallah El Ali, Chen Wang, Xintong Zhu, Pablo César

Proceedings of the International Conference on Multimodal Interaction, 2019

Multi-modal Fusion Methods for Robust Emotion Recognition using Body-worn Physiological Sensors in Mobile Environments.

Tianyi Zhang

Proceedings of the International Conference on Multimodal Interaction, 2019

2018

How Old Do You Look? Inferring Your Age from Your Gaze.

Tianyi Zhang, Olivier Le Meur

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018