JIANG Yuchen (江宇辰)

Ph.D. Student

Electrical Engineering,
Shanghai Jiao Tong University,
Shanghai, China

Email | Google Scholar

I am a first-year Ph.D. student researching renewable energy power forecasting at Shanghai Jiao Tong University (SJTU), advised by Prof. Ran Li. Before that, I earned my Master's degree and my Bachelor's degree in computer science at Southern University of Science and Technology, where I was honored to work with Prof. James Yu and Prof. Xuan Song.

Research Interest

My research interests include renewable energy power forecasting, which mainly utilize Deep Learning techniques to predict power for renewable energy, like wind and solar resource. Also, weather prediction is involved in my research. Recently, my research has specifically focused on the following directions:

Ultra-short-term probalistic forecasting of renewable energy power.
High-resolution weather prediction.
Multi-modal power prediction.
AI4Sci. (Apply AI techniques to solve scientific problems.)

Publications

FACT: High-Fidelity and Controllable Trajectory Data Generation [paper]
(Under review).
TEMPT: Trajectory Mixing Decomposition for GPS Trajectory Prediction [paper]
(Under review).
Siamese Multiple Attention Temporal Convolution Networks for Human Mobility Signature Identification [arXiv]
Zhipeng Zheng, Yuchen Jiang, Shiyao Zhang, and Xuetao Wei
IEEE International Conference on Intelligent Transportation Systems, 2024.
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder [arXiv]
Yuchen Jiang, Ying Wu, Shiyao Zhang, and James J.Q. Yu
IEEE 98th Vehicular Technology Conference, 2023.

Professional Activities

Teaching Assistant

I served as the teaching assistant for the course "Introduction to Computer Programming", "Introduction to Python Programming" and "Computer Networks" at SUSTech.
I got "Outstanding Student Assistant" in the 2021 Spring and "Outstanding Postgraduate Teaching Assistant" in the 2023 Fall.

Honors

Outstanding Freshmen Scholarship, SUSTech, 2018
Outstanding Student Scholarship, Zhiren College@SUSTech, 2019
Mathematical Contest in Modeling, COMAP, Meritorious Winner, 2021
Outstanding Graduate Student, Zhiren College@SUSTech, 2022
2022 Fintech80 Chengdu Hackathon, Second place, 2022
2022-2023 Outstanding Student Cadre, SUSTech, 2023
2022-2023 Outstanding Postgraduate Student, SUSTech, 2023
2023 Fall Outstanding Postgraduate Teaching Assistant, SUSTech, 2024
Innovate for Sustainability with AI Student Challenge, Best Idea Prize, 2024

Languages and Skills

Languages: Chinese (Native), English (Fluent)
Standard English Test: CET-6: 524.
Skills: Python, Java, C/C++, PyTorch, Git, Linux, LaTeX