Educational Qualifications

  • 2017

    Ph.D., School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore

  • 2012

    B.E., School of Electronic Information and Communications, Huazhong University of Science and Technology, China

Academic and Professional Experience

  • 2024 - Present

    Lecturer, School of Science and Technology, Singapore University of Social Sciences, Singapore

  • 2022 - 2024

    Senior Scientist I, Institute of Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore

  • 2019 - 2022
    Scientist I, Institute of Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore

  • 2018 - 2019
    Research Fellow, Rapid-Rich Object Search Lab (ROSE), Nanyang Technological University, Singapore

  • 2017 - 2018
    Project Officer, Rapid-Rich Object Search Lab (ROSE), Nanyang Technological University, Singapore

  • 2013

    Visiting Research Scholar, Tokyo Institute of Technology, Japan

Selected Publications

Guimei Liu, Huijing Zhan, Jung-Jae Kim (2024)
Question Difficulty Consistent Knowledge Tracing. International World Wide Web Conference (WWW).

Huijing Zhan, Jung-Jae Kim, Guimei Liu (2024)
Contrastive Learning with Bidirectional Transformers for Knowledge Tracing. IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP).

Huijing Zhan, Ling Li, Xue Geng, Alex C. Kot (2022)
Rule-Guided Knowledge-Graph based Negative Sampling for Outfit Recommendation. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval workshop on Ecommerce (SIGIR Ecom).

Huijing Zhan, Jie Lin, Kenan Emir Ak, Boxin Shi, Ling-Yu Duan, and Alex C.Kot (2021)
A3-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction. IEEE Transactions on Multimedia (TMM).

Huijing Zhan, Jie Lin (2021)
PAN: Personalized Attention Network For Outfit Recommendation. IEEE International Conference on Image Processing (ICIP).

Huijing Zhan, Chenyu Yi, Boxin Shi, Jie Lin, Ling-Yu Dun, Alex C.Kot (2020)
Pose-Normalized and Appearance-Preserved Street-to-Shop Clothing Image Generation and Feature Learning. IEEE Transactions on Multimedia (TMM).

Quang-Hieu Pham, Pierre Sevestre, Ramanpreet Singh Pahwa, Huijing Zhan, Chun Ho Pang, Yuda Chen, Armin Mustafa, Vijay Chandrasekhar, Jie Lin (2020)
A*3D Dataset: Towards Autonomous Driving in Challenging Environments. International Conference on Robotics and Automation (ICRA).

Huijing Zhan, Boxin Shi, Ling-Yu Duan, Alex C.Kot (2019)

DeepShoe: An improved Multi-Task View-invariant CNN for street-to-shop shoe retrieval. Computer Vision and Image Understanding (CVIU).

Huijing Zhan, Boxin Shi, Alex C.Kot (2018)

Cross-Domain Shoe Retrieval With a Semantic Hierarchy of Attribute Classification Network. IEEE Trans. Image Processing (TIP).

Huijing Zhan, Boxin Shi, Alex C.Kot (2017)

DeepShoe: A Multi-Task View-Invariant CNN for Street-to-Shop Shoe Retrieval. British Machine Vision Conference (BMVC).

Huijing Zhan, Boxin Shi, Alex C.Kot (2017)

Fashion analysis with a subordinate attribute classification network. IEEE International Conference on Multimedia & Expo (ICME).

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