Tianyi Zhang

About Me ([CV in English] [中文简历])

I am a Postdoc researcher at the Faculty of Behavioural and Movement Sciences, Organizational Psychology in Vrije Universiteit Amsterdam (VU) under the supervision of prof. dr. RE de Vries. I got my Ph.D from Multimedia Computing Group in Delft University of Technology (TU Delft). During my Ph.D time, I worked as a PhD candidate at the Distributed & Interactive Systems Group in Centrum Wiskunde & Informatica (CWI) , the national research institute for mathematics and computer science in the Netherlands. I was so fortunate to work toward my PhD under the supervision of Prof. dr. Pablo Cesar (TU Delft, CWI), Dr. Abdallah El Ali (CWI), and Prof. dr. Alan Hanjalic (TU Delft). My research interest includes:

Sept. 2023: Two papers got accepted by IEEE Transaction on Affective Computing.
Feb. 2023: Start my postdoc position at the Faculty of Behavioural and Movement Sciences, Organizational Psychology in VU
Oct. 2022: Successfully defend my Ph.D thesis: "On Fine-Grained Temporal Emotion Recognition in Video: How to Trade off Recognition Accuracy with Annotation Complexity?" in TU Delft. I AM A DOCTOR NOW 0_0 !!!
Jun. 2022: Paper accepted on Multimodal-based and Aesthetic-guided Narrative Video Summarization at IEEE Transaction on Multimedia
Mar. 2022: Paper accepted on Few-shot Learning for Fine-grained Emotion Recognition using Physiological Signals at IEEE Transaction on Multimedia
Mar. 2022: Paper accepted on Weakly-supervised Learning for Fine-grained Emotion Recognition at IEEE Transaction on Affective Computing
Nov. 2021: Dataset paper accepted at IEEE Transaction on Multimedia
Sep.2021: Poster on AC-WGAN-GP accepted to UbiComp 2021
May. 2021: One conference paper on continuous annotation in VR environment has been accepted by CHI 2021
Jan. 2021: One journal paper on fine-grained emotion recognition for video watchinghas been accepted by Sensors
Apr. 2020: One conference paper on continuous annotation in mobile environment has been accepted by CHI 2020
May. 2019: Two conference paper has been accepted by ICMI 2019
Jul. 2018: Start my PhD at CWI

Unsupervised Multimodal Learning for Dependency-Free Personality Recognition

Sina Ghassemi1, Tianyi Zhang*, Ward van Breda, Antonis Koutsoumpis, Janneke K. Oostrom, Djurre Holtrop, and Reinout E. de Vries

IEEE Transaction on Affective Computing 2023

Group Synchrony for Emotion Recognition using Physiological Signals

Patricia Bota, Tianyi Zhang*, Abdallah El Ali, Ana Fred, Hugo Placido da Silva, and Pablo Cesar

IEEE Transaction on Affective Computing 2023

On Fine-Grained Temporal Emotion Recognition in Video: How to Trade off Recognition Accuracy with Annotation Complexity?

Tianyi Zhang

TU Delft

Few-shot Learning for Fine-grained Emotion Recognition using Physiological Signals

Tianyi Zhang, Abdallah El Ali, Alan Hanjalic, and Pablo Cesar

IEEE Transaction on Multimedia 2022

Weakly-supervised Learning for Fine-grained Emotion Recognition using Physiological Signals

Tianyi Zhang, Abdallah El Ali, Alan Hanjalic, and Pablo Cesar

IEEE Transaction on Affective Computing 2022

CorrNet: Fine-grained Emotion Recognition for Video Watching using Wearable Physiological Sensors

Tianyi Zhang, Abdallah El Ali，Chen Wang, Alan Hanjalic, and Pablo Cesar

Sensors 2021

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

Tianyi Zhang, Abdallah El Ali，Chen Wang, Alan Hanjalic, and Pablo Cesar

Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

CorrFeat: correlation-based feature extraction algorithm using skin conductance and pupil diameter for emotion recognition

Tianyi Zhang, Abdallah El Ali，Chen Wang, Alan Hanjalic, and Pablo Cesar

International Conference on Multimodal Interaction (ICMI), 2019

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

Tianyi Zhang, and Olivier Le Meur

25th IEEE International Conference on Image Processing (ICIP), 2018