Shengchao Chen | University of Technology Sydney

About & Research

I am affiliated with Australian AI Intelligence Institute (AAII), University of Technology Sydney, working on Federated Intelligence and LLMs for Sciences.

Federated Intelligence

Representation Learning for Heterogeneous Data

Time Series Remote Sensing Healthcare

Scientific ML

Foundation Models for Scientific Discovery

Weather Climate Materials

Latest News

Jan 2026

One paper about General Time Series Foundation Model accepted by ICLR-2026 (Core A*).

Jun 2025

One paper about Multiple Medical Imaging Alignment accepted by MICCAI-2025 (CORE A/CCF-B/Top in Medical Imaging).

Apr 2025

I am honored to deliver a lecture-style tutorial on Federtaed Intelligence in Web: A Tutorial at WWW-2025 (CORE A*/CCF-A).

Apr 2025

One paper (I serve as the corresponding author) about Cross Medical Imaging Modalities Adaption accepted as the full-length paper by ICMR-2025 (CCF-B/Core B).

Dec 2024

I have one paper about Federated Time Series Foundation Model accepted by AAAI-2025 (Core A*/CCF-A).

Dec 2024

Our tutorial about Federated Intelligence in Web accepted by WWW-2025 (Core A*/CCF-A).

Sept 2024

I have one paper about LLMs on Weather Modeling accepted by NeurIPS-2024 (Core A*/CCF-A).

Show More News

Jun 2024

I have one paper about Federated Foundaion Model on Weather accepted by AI4CI Workshop @ IJCAI-24 (Core A*/CCF-A, Highlight).

Apr 2024

I have one paper about On-device Weather Foundation Model accepted by IJCAI-24 (Core A*/CCF-A).

Mar 2024

I have one paper (Internship) about Distributed Remote Sensing Analysis accepted by Knowledge-Based Systems (Top, JCR Q1).

Dec 2023

Our survey: Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey, accepted on ArXiv.

Aug 2023

I have one paper (Internship) about Weather Image Analysis accepted by Knowledge-Based Systems (Top, JCR Q1).

Jul 2023

I have one paper (Internship) about Radar Echo Spatio-temporal Prediction accepted by IEEE Transaction on Geoscience and Remote Sensing (Top, JCR Q1).

Mar 2023

I have one paper about Federated Prompt for Weather Foundation Model accepted by IJCAI 2023 (Core A*/CCF-A).

Feb 2023

I have one paper about Interpretable Medical Image Analysis accepted by IEEE Journal of Biomedical and Health Informatics (Top, Core A*/JCR Q1).

Oct 2022

I am honored to be awarded the National Scholarship (1st, 1/1218).

Jun 2022

I have one paper (Internship) about Generative Adversarial Network on Radar Images accepted by IEEE Transaction on Geoscience and Remote Sensing (Top, JCR Q1).

Research Publications

[Google Scholar]

Federated Foundation Model

Exploring federated learning approaches for training and deploying time series foundation models across heterogeneous devices and datasets.

AI for Science

Applying artificial intelligence and machine learning to scientific domains, particularly optical fiber sensing, weather forecasting, climate modeling, and computational materials.

Remote Sensing Intelligence

Intelligent analysis and processing of remote sensing data, including satellite imagery, radar echo data, and fine-grained classification.

Medical Imaging

AI-driven solutions for medical image analysis, including multi-modal learning, federated medical imaging, and interpretable diagnosis systems.

0 papers

Honors and Awards

Outstanding Master’s Thesis of Hainan Province
Outstanding Master’s Thesis (1st place), Hainan University, China.
Outstanding Graduates, Hainan University, China.
National Scholarship (Top 0.1%, 1/1218), Ministrt of Education, China.
Outstanding Graduate Student, Hainan University, China.

Experiences

[Jul. 2021 - Jan. 2023 & Mar. 2023 - Jun. 2024] Research Intern (Machine Learning), Shenzhen Institue of Meteorological Innovation, China.

Talks

[Apr. 2025] Federtaed Intelligence in Web: A Tutorial, WWW-2025, Sydney, Australia
[Nov. 2024] Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models, FLFM Workshop in AJCAI-2024, Melbourne, Australia
[Aug. 2024] Federated Prompt Learning for Weather Foundation Models on Devices, Main Trak & AI4CI Workshop in IJCAI-2024, Jeju, South Korea

Academic Services

View My Academic Services

Conference Area Chair, Reviewer & Journal Reviewership