I am an Assistant Professor at the School of Information Science and Technology
, Southwest Jiaotong University (SWJTU)
I graduated with my bachelor's degree from the School of Computer Science and Technology
, University of Science and Technology of China (USTC)
and received my Ph.D. degree in Pattern Recognition and Intelligent System from Multimedia Computing Group (MMC)
, National Laboratory of Pattern Recognition
Institute of Automation, Chinese Academy of Sciences
, advised by Prof. Changsheng Xu (IEEE Fellow, IAPR Fellow, 国家杰青)
. I was a research visitor in the China-Singapore Institute of Digital Media (CSIDM) and Department of Computing of The Hong Kong Polytechnic University respectively.
Also, I was a postdoc researcher in UESTC collaborating with Prof. Lixin Duan
My research interests include multimedia semantic comprehension, causal inference, and machine learning.
SELECTED PUBLICATIONS Go Top
Multimodal QA / Machine Learning
- Zhaoquan Yuan, Siyuan Sun, Lixin Duan*, Changsheng Li, Xiao Wu, and Changsheng Xu.
"Adversarial Multimodal Network for Movie Question Answering."
Multimedia / Computer vision
- Zhaoquan Yuan, Changsheng Xu*, and Jitao Sang.
"Learning Feature Hierarchies: A Layer-wise Tag-embedded Approach."
IEEE Transactions on Multimedia (TMM, JCR-1区), 2015, 17(6): 816 - 827.
- Zhaoquan Yuan, Jitao Sang, Changsheng Xu*, and Yan Liu.
"A unified latent feature learning framework in social media."
IEEE Transactions on Multimedia (TMM, JCR-1区), 2014, 16(6): 1624-1635.
- Zhaoquan Yuan, Jitao Sang, Yan Liu, and Changsheng Xu*.
"Latent feature learning in social media network".
In Proceedings of the 21st ACM international conference on Multimedia (ACM MM, CCF-A), pp. 253-262. ACM, 2013.
- Zhaoquan Yuan, Jitao Sang, and Changsheng Xu*.
"Tag-aware image classification via nested deep belief nets."
In 2013 IEEE International Conference on Multimedia and Expo (ICME, CCF-B), pp. 1-6. IEEE, 2013.