selected publications

conferences / workshops

Fangyu Liu*, Rongtian Ye*, Xun Wang*, Shuaipeng Li.
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs.
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI‘20), February 2020.
[arXiv] [code] [poster] [bibtex]

Fangyu Liu, Rongtian Ye.
A Strong and Robust Baseline for Text-Image Matching.
ACL 2019 Student Research Workshop, August 2019.
[ACL Anthology] [arXiv] [bibtex]

Fangyu Liu, Rémi Lebret, Karl Aberer.
Visually Grounded Cross-Lingual Transfer Learning.
NAACL 2019 Workshop on Shortcomings in Vision and Language (SiVL), June 2019.
[PDF] [poster]

C.-H. Huck Yang, Jia-Hong Huang, Fangyu Liu, Fang-Yi Chiu, Mengya Gao, Weifeng Lyu, I-Hung Lin M.D., Jesper Tegner.
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases.
ICML 2018 Workshop on Computational Biology, July 2018.

Fangyu Liu*, Shuaipeng Li*, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu.
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds.
IEEE International Conference on Computer Vision (ICCV‘17), October 2017. *- equal contribution
[CVF openaccess] [poster] [slides] [bibtex]


Fangyu Liu, Rémi Lebret, Didier Orel, Philippe Sordet, Karl Aberer.
Upgrading the Newsroom: An Automated Image Selection System for News Articles.
ACM Transactions on Multimedia Computing Communications and Applications (ACM TOMM), 2020. (To appear)
[arXiv] [slides] [demo]

Zhuqiang Li, Liqiang Zhang, P. Takis Mathiopoulos, Fangyu Liu, Liang Zhang, Shuaipeng Li, Hao Liu.
A hierarchical methodology for urban facade parsing from TLS point clouds.
ISPRS Journal of Photogrammetry and Remote Sensing (P&RS), Volume 123, January 2017.