Dr Zhang Liangfei

School of Information and Communication Engineering | Artificial Intelligence | Communication University of China

About Me

Zhang Liangfei

Research and Teaching

Liangfei is currently a lecturer in the School of Information and Communication Engineering at Communication University of China. She has extensive research and teaching experience in AI, with a focus on affective computing, human-centered AI, human-computer interaction, and multimodal learning.

Education

Doctor of Physiological

Computer Science | University of St Andrews (2019-2023)

Master of Science

Artificial Intelligence | University of St Andrews (2018-2019)

Bachelor of Engineering

Computer Science and Technology | Northwestern Polytechnical University (2014-2018)

Research Areas

Affective Computing

Research on emotion recognition, expression analysis, and human-centered AI, developing technologies that understand and respond to human emotions.

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Human-Computer Interaction

Exploring how people interact with AI systems and developing intuitive interfaces that enhance user experience and system usability.

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Multimodal Learning

Research on integrating multiple data modalities (e.g., visual, textual, physiological) to improve AI understanding and decision-making capabilities.

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Teaching Courses

Introduction to Artificial Intelligence

This course provides an overview of AI concepts, techniques, and applications, including machine learning, computer vision, and natural language processing.

Fall 2023 Course Materials

Affective Computing and Human-Computer Interaction

This course explores the principles and techniques of affective computing and human-computer interaction, focusing on emotion recognition and responsive system design.

Spring 2024 Course Materials

AI Ethics and Society

This course examines the ethical, social, and legal implications of AI technologies and their impact on society.

Spring 2023 Course Materials

Publications

Multimodal Latent Emotion Recognition from Micro-expression and Physiological Signals

Zhang L, Qian Y, Arandjelovic O, Zhu A

arXiv preprint arXiv:2308.12156. 2023 Aug 23. [submitted to Pattern Recognition]

Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition

Zhang L, Hong X, Arandjelovic O, Zhao G

IEEE Transactions on Affective Computing, 2022

Segmentation Assisted U-shaped Multi-scale Transformer for Crowd Counting

Qian Y, Zhang L, Hong X, Donovan CR, Arandjelovic O

Proceedings of the 33rd British Machine Vision Conference, 2022

Facial Action Unit Detection with Local Key Facial Sub-Region Based Multi-label Classification for Micro-expression Analysis

Zhang L, Arandjelovic O, Hong X

1st Workshop on Facial Micro-Expression: Advanced Techniques for Facial Expressions Generation and Spotting, 2021

Contact Information

Contact Details

School of Information and Communication Engineering, Communication University of China, Beijing
zhang.liangfei@cu.com
+86 10 12345678
Monday to Friday: 9:00 - 17:00