Biography:
2022/06 - present, Research fellow of Grab-NUS AI Lab, National University of Singapore, Singapore, working with Prof. Roger Zimmermann.
2019/08 - 2020/08, Research assistant of CVML Lab, Texas State University, America, working with Prof. Yan Yan.
2017/09 - 2022/06, Ph.D student of School of Computer Science and Technology, Shandong University, China, supervised by Prof. Liqiang Nie and Prof. Xuemeng Song.
2013/09 - 2017/06, Undergraduate student of Northeastern University, China.
Research Interest:
- Multimedia Analysis
- Computer Vision
Publication:
- Traffic Sign Localization and Orientation Classification for Automated Map Updating
IEEE TCSVT 2025
Xianjing Han, Wenmiao Hu, Xuemeng Song, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann.
- Translating street view imagery to correct perspectives to enhance bikeability and walkability studies
International Journal of Geographical Information Science 2024
Koichi Ito, Matias Quintana, Xianjing Han, Roger Zimmermann, Filip Biljecki.
PDF
- PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search
ACM MM 2023
Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann.
PDF
- Divide-and-Conquer Predictor for Unbiased Scene Graph Generation
IEEE TCSVT 2022
Xianjing Han, Xingning Dong, Xuemeng Song, Tian Gan, Yibing Zhan, Yan Yan, Liqiang Nie.
PDF|
Code
- DBiased-P: Dual-Biased Predicate Predictor for Unbiased Scene Graph Generation
IEEE TMM 2022
Xianjing Han, Xuemeng Song, Xingning Dong, Yinwei Wei, Meng Liu, Liqiang Nie.
PDF|
Code
- Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos
IEEE TIP 2021
Zongmeng Zhang, Xianjing Han, Xuemeng Song, Yan Yan, Liqiang Nie.
PDF|
Code
- Generative Attribute Manipulation Scheme for Flexible Fashion Search
ACM SIGIR 2020
Xin Yang, Xuemeng Song, Xianjing Han, Haokun Wen, Jie Nie, Liqiang Nie.
PDF|
Code
- GP-BPR: Personalized Compatibility Modeling for Clothing Matching
ACM MM 2019
Xuemeng Song, Xianjing Han, Yunkai Li, Jingyuan Chen, Xin-Shun Xu, Liqiang Nie.
PDF|
Code
- Neural Compatibility Modeling with Probabilistic Knowledge Distillation
IEEE TIP 2019
Xianjing Han, Xuemeng Song, Yiyang Yao, Xin-Shun Xu and Liqiang Nie.
PDF|
Code
- Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching
ACM SIGIR 2019
Xianjing Han, Xuemeng Song, Jianhua Yin, Yinglong Wang and Liqiang Nie.
PDF|
Code
- Neural Compatibility Modeling with Attentive Knowledge Distillation
ACM SIGIR 2018
Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Liqiang Nie, Wei Liu.
PDF|
Code
Service:
- Conference Reviewer
WSDM 2023
CVPR 2022
AAAI 2022, 2023
ACM MM 2020, 2021, 2022
- Journal Reviewer
IEEE TKDE
IEEE TCSVT
IEEE TMM
ACM TOMM
Information Sciences