Education
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South China University of Technology, Bachelor of Engineering. 2008 - 2012.
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University of Chinese Academy of Sciences, Master of Science (advisor: Prof. Hai-Tao Fang). 2012 - 2015.
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Hong Kong University of Science and Technology, PhD Student (advisors: Prof. James Kwok and Prof. Yu Zhang). 2020 - now.
Work
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Meituan, Engineer (Recommendation Systems). 2015 - 2017.
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Tencent, Senior Engineer (Recommendation Systems). 2017 - 2019.
Awards
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National Scholarship (TOP 2%), twice. Ministry of Education of the People's Republic of China.
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Outstanding Staff with 5 stars (TOP 10%), twice. Tencent.
Publications
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W. Jiang, H. Fang. Identification for wiener system with discontinuous piece-wise linear function via sparse optimization. Chinese Control Conference (CCC), 2014. PDF
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W. Jiang, H. Fang. Identification of switched linear systems via sparse optimization. IFAC Symposium on System Identification, 2015. PDF
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W. Jiang, Y. Zhang, J. Kwok. SEEN: Few-shot classification with SElf-ENsemble. International Joint Conference on Neural Networks (IJCNN), 2021. PDF
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W. Jiang, J. Kwok, Y. Zhang. Effective meta-regularization by kernelized proximal regularization. Neural Information Processing Systems (NeurIPS), December 2021. PDF | Code
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W. Jiang, J. Kwok, Y. Zhang. Subspace learning for effective meta-learning. International Conference on Machine Learning (ICML), Baltimore, Maryland, USA, July 2022. PDF | Code
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W. Jiang, H. Yang, Y. Zhang, J. Kwok. An adaptive policy to employ sharpness-aware minimization. International Conference on Learning Representations (ICLR), Kigali, Rwanda, May 2023. PDF | Code
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W. Jiang, Y. Zhang, J. Kwok. Effective structured prompting by meta-learning and representative verbalizer. International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA, July 2023. PDF | Code
Teaching
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COMP 2012(Object-oriented programming and data structures), Teaching assistant. HKUST.
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COMP 4331(Data mining), Teaching assistant. HKUST.
Software
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W. Jiang (with team). Meituan. Recommendation systems for booking hotels.
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W. Jiang, J. Wang. Meituan. Hotel anti-cheat systems.
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W. Jiang, S. Luo. Tencent. Teppelin platform for data mining.
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W. Jiang (with team). Tencent. Recommendation systems.