Welcome to Han, Xianjing (韩贤静)'s Homepage
About Me
Han, Xianjing is currently a research fellow in SIGNAL group, Nanyang Technological University, working with Prof. Tay, Wee Peng. Before that, she was a research fellow in MMRL Lab, National University of Singapore, working with Prof. Roger Zimmermann. She received her Ph.D. degree from Shandong University, supervised by Prof. Nie, Liqiang and Prof. Song, Xuemeng. She was a visiting scholar at Texas State University, working with Prof. Yan Yan. She received her bachelor’s degree from Northeastern University, China.
Research Interest
- Visual Geolocalization
- Scene Understanding
- Multimodal Large Language Model
Publication
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Traffic Sign Localization and Orientation Classification for Automated Map UpdatingIEEE TCSVT 2025Xianjing Han, Wenmiao Hu, Xuemeng Song, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann.
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EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register TokensACM SIGKDD 2025Chaoqun Yang, Xinyu Lin, Wenjie Wang, Yongqi Li, Teng Sun, Xianjing Han, Tat-Seng Chua.
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Translating street view imagery to correct perspectives to enhance bikeability and walkability studiesInternational Journal of Geographical Information Science 2024Koichi Ito, Matias Quintana, Xianjing Han, Roger Zimmermann, Filip Biljecki.
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PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local SearchACM MM 2023Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann.
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Divide-and-Conquer Predictor for Unbiased Scene Graph GenerationIEEE TCSVT 2022Xianjing Han, Xingning Dong, Xuemeng Song, Tian Gan, Yibing Zhan, Yan Yan, Liqiang Nie.
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DBiased-P: Dual-Biased Predicate Predictor for Unbiased Scene Graph GenerationIEEE TMM 2022Xianjing Han, Xuemeng Song, Xingning Dong, Yinwei Wei, Meng Liu, Liqiang Nie.
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Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in VideosIEEE TIP 2021Zongmeng Zhang, Xianjing Han, Xuemeng Song, Yan Yan, Liqiang Nie.
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Generative Attribute Manipulation Scheme for Flexible Fashion SearchACM SIGIR 2020Xin Yang, Xuemeng Song, Xianjing Han, Haokun Wen, Jie Nie, Liqiang Nie.
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GP-BPR: Personalized Compatibility Modeling for Clothing MatchingACM MM 2019Xuemeng Song, Xianjing Han, Yunkai Li, Jingyuan Chen, Xin-Shun Xu, Liqiang Nie.
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Neural Compatibility Modeling with Probabilistic Knowledge DistillationIEEE TIP 2019Xianjing Han, Xuemeng Song, Yiyang Yao, Xin-Shun Xu and Liqiang Nie.
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Prototype-guided Attribute-wise Interpretable Scheme for Clothing MatchingACM SIGIR 2019Xianjing Han, Xuemeng Song, Jianhua Yin, Yinglong Wang and Liqiang Nie.
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Neural Compatibility Modeling with Attentive Knowledge DistillationACM SIGIR 2018Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Liqiang Nie, Wei Liu.
Service
- Conference Reviewer
AAAI, ACM MM, ACM MM Asia, ICMR, WSDM - Journal Reviewer
IEEE TIP, IEEE TKDE, IEEE TMM, IEEE TCSVT, ACM ToMM, Information Sciences