Huang Jiahui

Master Student in Computer Science

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Affiliations

• School of Computer Science, University of Science and technology of China

Contact

• hjh233@mail.ustc.edu.cn

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About Me

I am a third-year master student at the School of Computer Science, University of Science and technology of China, supervised by Prof. Zhang Lan.

Research Interests

• Recommender Systems: Practical challenges of recommender systems in industrial applications.
• Federated Learning: Exploring the tradeoffs between training efficiency and model utility in vertical federated learning and federated large language models.

Publications

Recommender Systems

1. [RecSys’2024] Jiahui Huang, Lan Zhang, Junhao Wang, Shanyang Jiang, Dongbo Huang, Cheng Ding, Lan Xu. - “Utilizing Non-click Samples via Semi-supervised Learning for Conversion Rate Prediction” - PDF Code
2. [CIKM’2024] Shanyang Jiang, Lan Zhang, Hui Xu, Jiahui Huang, Qi He, Xing Zhou, Lei Huang, Jie Jiang. - “GameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding” - PDF

Federated Learning

1. [TMC,2024] Anran Li, Jiahui Huang, Ju Jia, Hongyi Peng, Lan Zhang, Luu Anh Tuan, Han Yu, Xiang-Yang Li - “Efficient and Privacy-Preserving Feature Importance-based Vertical Federated Learning” - PDF Code
2. [MSN’2023] Jiahui Huang, Lan Zhang, Anran Li, Haoran Cheng, Jiexin Xu, Hongmei Song - “Adaptive and Efficient Participant Selection in Vertical Federated Learning” - PDF Code
3. [INFOCOM’2023] Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu - “Fedsdg-fs: Efficient and secure feature selection for vertical federated learning” - PDF

Professional Experience

• 2024.6 - 2024.10: Summer Intern at ByteDance
• 2023.9 - 2024.4: Research Intern at Tencent

Award

• 2022: 8700 Scholarship (School of Gifted Young, USTC)

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