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Major Publications

• Multi-Stage Predict+Optimize for Mixed Integer Linear Programs
[paper] [supplement] [code] [video] [poster]
Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee, Peter J. Stuckey
[NeurIPS 2024] Advances in Neural Information Processing Systems 37

• Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints
[paper] [supplement] [code] [video] [poster]
Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee
[NeurIPS 2023] Advances in Neural Information Processing Systems 36

• Branch & Learn with Post-hoc Correction for Predict+Optimize with Unknown Parameters in Constraints
[paper] [arxiv] [code] [slides]
Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee
[CPAIOR 2023] Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research

• Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints
[paper] [supplement] [code] [video] [poster]
Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee
[AAAI 2023] Proceedings of the AAAI Conference on Artificial Intelligence (Oral)

• Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
[paper] [supplement] [code] [video] [poster]
Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee, Allen Z. Zhong
[NeurIPS 2022] Advances in Neural Information Processing Systems 35

Other Publications

• BlockEdge: A Hybrid Blockchain Framework for Secure and Efficient Collaboration in EEC Environments
Wangbo Shen, Weiwei Lin, Tiansheng Huang, Xinyi Hu, Mian Guo, Haijie Wu
[TOIT 2025] ACM Transactions on Internet Technology

• CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns
[paper] [code] [video] [poster]
Shengsheng Lin, Weiwei Lin, Xinyi Hu, Wentai Wu, Ruichao Mo, Haocheng Zhong
[NeurIPS 2024] Advances in Neural Information Processing Systems 37 (Spotlight)

• Correctional Regret for Predict+Optimize with Unknown Objectives and Constraints
[paper] [slides]
Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee, Allen Z. Zhong
[IJCAI 2022] IJCAI 2022 DSO Workshop: Data Science meets Optimisation

• Video Server Deployment Using a Genetic Algorithm with Deterministic Initialization Strategy
[paper]
Xinyi Hu, Yue-Jiao Gong, Xin-Yuan Zhang, Yi-Ning Ma, Jun Zhang
[ISNN 2018] International Symposium on Neural Networks

• Intelligent video content server deployment method and system
[Patent] China Invention Grant (No. CN108616401B), 2018

Selected Awards

• Student Stipends, CPAIOR, 2023
• Student Scholarship and Volunteer Program, AAAI, 2023
• Scholar Award, NeurIPS, 2022 & 2023
• Leader of Excellent Project of the National Undergraduate Innovation and Entrepreneurship Training Program, Ministry of Education of China, 2018
• National Scholarship (highest honor in China), Ministry of Education of China, 2017 & 2016
• National Second prize, First prize in Guangdong Province in CUMCM (China Undergraduate Mathematical Contest in Modeling), China Society for Industrial and Applied Mathematics, 2017

Teaching Experience

Teaching Assistant

• CSCI3180: Principles of Programming Languages, 2020 Spring/2021 Spring/2022 Spring, CUHK
• CSCI1540: Fundamental Computing with C++, 2019 Fall/2020 Fall, CUHK
• ENGG1003: Digital Literacy and Computational Thinking, 2021 Fall/2022 Spring, CUHK

Thanks to Jon Barron for sharing the code of his personal webpage.

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