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ZHANG Xinyu

Joint PhD Student

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I am currently a Dual PhD Candidate at Harbin Institute of Technology, Shenzhen (School of Computer Science) & The Hong Kong Polytechnic University (Department of Aeronautical and Aviation Engineering, AAE) 

Education

Interest

Publication

Master in Physics, 2022

Sun Yat-sen University, Guangzhou, China

 

Bachelor in Electronic and Information Engineering, 2018

Xi'an Jiaotong University, Xi'an, China

  • Time Series Analysis

  • LLM for Time Series Analysis

  • Spatio-Temporal Data Analysis

Xinyu Zhang, Shanshan Feng, Xutao Li, Kenghong Lin, Fan LI, Pengfei Jia. From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series Forecasting. (SIGKDD-2026, CCF-A)

 

Pengfei Jia, Jianghong Ma, Baoquan Zhang, Kenghong Lin, Xinyu Zhang, Luo Chuyao, Xutao Li, Yunming Ye. Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting. (AAAI 2026, CCF-A)

 

Jiashu Han, Shanshan Feng, Min Zhou, Xinyu Zhang, Yew Soon Ong, and Xutao Li. Diffusion Model in Normal Gathering Latent Space for Time Series Anomaly Detection. (ECML-PKDD 2024, CCF-B).

 

Xinyu Zhang, Shanshan Feng, Jianghong Ma, Huiwei Lin, Xutao Li, Yunming Ye, Fan LI, Yew-Soon Ong. FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting. (SIGKDD-2024, CCF-A).

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