Guanqi Chen | The University of Hong Kong

About Me

I am a third-year Ph.D. student in the Computer Science Department at The University of Hong Kong, supervised by Prof. Jia Pan and Prof. Wenping Wang. Before that, I received both the B.Eng. degree and the M.Eng. degree from Sun Yat-sen University, advised by Prof. Guanbin Li. Currently, my research interests include Robotics, Vision-and-Language, with particular interests in task planning, vision-and-language navigation, and applications of LLMs.

Selected Publications

ECAI

Evaluating Explanation Methods for Vision-and-Language Navigation

Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan

European Conference on Artificial Intelligence (ECAI), 2023.

PDF

ICML

ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias

Yupu Lu, Shijie Lin, Guanqi Chen, Jia Pan

International Conference on Machine Learning (ICML), 2022.

PDF Code Long Presentation

TMI

VQAMix: Conditional Triplet Mixup for Medical Visual Question Answering

Haifan Gong*, Guanqi Chen*, Mingzhi Mao, Zhen Li, Guanbin Li
(* Equal contribution)

IEEE Transactions on Medical Imaging (TMI), 2022.

PDF Code

ISBI

Semantic-aware Temporal Channel-wise Attention for Cardiac Function Assessment

Guanqi Chen, Guanbin Li

IEEE International Symposium on Biomedical Imaging (ISBI), 2022.

PDF Oral Presentation

ICMR

Cross-Modal Self-Attention with Multi-Task Pre-Training for Medical Visual Question Answering

Haifan Gong*, Guanqi Chen*, Sishuo Liu, Yizhou Yu, Guanbin Li
(* Equal contribution)

ACM International Conference on Multimedia Retrieval (ICMR), 2021.

PDF Code Best Poster Paper Award

ICCV

Motion Guided Attention for Video Salient Object Detection

Haofeng Li, Guanqi Chen, Guanbin Li, Yizhou Yu

IEEE/CVF International Conference on Computer Vision (ICCV), 2019.

PDF Code

Teaching

Teaching Assistant, Machine Learning at The University of Hong Kong, 2022-2023.
Teaching Assistant, Computer Organization at The University of Hong Kong, 2021.
Teaching Assistant, Computer Vision at Sun Yat-sen University, 2020.

Services

Conference Reviewers

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Journal Reviewers

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Selected Awards

Best Poster Paper Award, ICMR, 2021.
First Prize, ImageCLEF Medical VQA Challenge, 2021.
Outstanding Undergraduate Award (Top 5%), Sun Yat-sen University, 2019.
Outstanding Undergraduate Thesis Award (Top 5%), Sun Yat-sen University, 2019.
National Scholarship (Top 2%), 2017.