Xianjing Han



๐Ÿ“ 11 Computing Drive, AS6 #05-01, S117416, SG
hanxianjing2018@gmail.com
[GitHub] [Scholar]


Welcome to Xianjing Han (้Ÿฉ่ดค้™)'s Homepage

Biography:


2022/06 - 2025/09, Research fellow in MMRL Lab, National University of Singapore, Singapore, working with Prof. Roger Zimmermann.

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.

2019/08 - 2020/08, Visiting scholar in CVML Lab, Texas State University, US, working with Prof. Yan Yan.

2013/09 - 2017/06, Undergraduate student of Northeastern University, China.

Research Interest:

  • Scene Understanding
  • Visual Geolocalization
  • Multimodal Large Language Model

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.
    PDF| Code


  • EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
    ACM SIGKDD 2025
    Chaoqun Yang, Xinyu Lin, Wenjie Wang, Yongqi Li, Teng Sun, Xianjing Han, Tat-Seng Chua.
    PDF


  • 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


  • 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

    • AAAI, ACM MM, ACM MM Asia, ICMR, WSDM

  • Journal Reviewer

    • IEEE TIP, IEEE TKDE, IEEE TMM, IEEE TCSVT, ACM ToMM, Information Sciences