Personal Profile

I am a PhD student at Westlake University Machine Intelligence Lab (Mi Lab), where I work on machine learning, graph neural network, and few-shot learning.I received the B.E. degree in Biomedical Engineering from Huazhong University of Science and Technology China, in 2018.

Research

My current research direction is few-shot learning (FSL) based on graph neural network.

[1] Zhao F, Huang T, Wang D. A Probabilistic Approach for WiFi Fingerprint Localization in Severely Dynamic Indoor Environments[J]. IEEE Access, 2019, 7: 116348-116357.

[2] Zhao F, Huang T, Wang D. Fundamental limits of single anchor-based cooperative localization in millimeter wave systems[J]. EURASIP Journal on Advances in Signal Processing, 2020, 2020(1): 1-23.

[3] Wang D, Zhao F, Wang T, et al. WiFi fingerprint based indoor localization with iterative weighted KNN for WiFi AP missing[C]//2018 IEEE 88th Vehicular Technology Conference (VTC-Fall). IEEE, 2018: 1-5.

[4] Wang D, Wang T, Zhao F, et al. Improved Graph-based Semi-Supervised Learning for Fingerprint-based Indoor Localization[C]//2018 IEEE Global Communications Conference (GLOBECOM). IEEE, 2018: 1-6.

[5] Gai S, Zhao F, Kang Y, et al. Deep Transfer Collaborative Filtering for Recommender Systems[C]//Pacific Rim International Conference on Artificial Intelligence. Springer, Cham, 2019: 515-528.

[6] Kang Y, Gai S, Zhao F, et al. Cross-Domain Deep Collaborative Filtering for Recommendation[C]//2019 International Conference on Data Mining Workshops (ICDMW). IEEE, 2019: 634-638.