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
(♠ equal contribution)
Preprints
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W. Jiang, H. Shi, L. Yu, Z. Liu, Y. Zhang, Z. Li, J. Kwok. Forward-Backward Reasoning in Large Language Models for Mathematical Verification. Preprint arXiv:2308.07758, 2023. PDF | Website
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B. Lin, W. Jiang, F. Ye, Y. Zhang, P. Chen, Y. Chen, S. Liu. J. Kwok. Dual-Balancing for Multi-Task Learning. Preprint arXiv:2308.12029, 2023. PDF
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L. Yu♠, W. Jiang♠, H. Shi, J. Yu, Z. Liu, Y. Zhang, J. Kwok, Z. Li, A. Weller, W. Liu. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models. Preprint arXiv:2309.12284, 2023. PDF | Website | Code
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Y. Zhang, S. Chen, W. Jiang, Y. Zhang, J. Lu, J. Kwok. Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation. Preprint arXiv:2309.14360, 2023. PDF
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W. Jiang♠, B. Lin♠, H. Shi, Y. Zhang, Z. Li, J. Kwok. Effective and Parameter-Efficient Reusing Fine-Tuned Models. Preprint 2310.01886, 2023. PDF
Conferences
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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 | Poster | 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 | Poster | 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 | Poster | 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 | Poster | 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.