Yingbo Zhou

Postdoc, College of Computer Science and Artificial Intelligence, Fudan University

Joined

February 2023

Names

Yingbo Zhou (Preferred)

Emails

****@stu.ecnu.edu.cn (Confirmed)

****@fudan.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Postdoc

College of Computer Science and Artificial Intelligence, Fudan University (fudan.edu.cn)

2025 – 2027

PhD student

Software Engineering Institute, East China Normal University (ecnu.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Dejing Dou

2025 – Present

PhD Advisor

Mingsong Chen

2021 – 2025

Expertise

Time series analysis，Spatio-temporal modeling， Image generation

2021 – Present

Publications

GCLS2: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure Semantics.
Qi Wen 0002, Yiyang Zhang, Yutong Ye 0001, Yingbo Zhou, Nan Zhang 0019, Xiang Lian 0001, Mingsong Chen 0001
- CIKM 2025
- Readers: Everyone
An Effective and Efficient Generation Framework for Condensing the Graph Repository
Yiyang Zhang, Yutong Ye, Yingbo Zhou, Qi Wen, Zhen Wu, Xiang Lian, Mingsong Chen
- Submitted to ICLR 2026
- Readers: Everyone
An Effective Embedding Approach to Shortest Path Distance Prediction Over Large-Scale Graphs
Zhen Wu, Yutong Ye, Yingbo Zhou, Nan Zhang, Yiyang Zhang, Xiang Lian, Mingsong Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control
Yutong Ye, Yingbo Zhou, Xiao Du, Zhusen Liu, Hao Zhou, Li Sun, Xiang Lian, Mingsong Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
From Two to One: Harmonizing Attention and Feature Debiasing for Multivariate Time Series Forecasting
Yingbo Zhou, Yutong Ye, Pengyu Zhang, Xiao Du, Nan Zhang, Mingsong Chen
- Submitted to ICLR 2026
- Readers: Everyone
TwinsFormer: Revisiting Inherent Dependencies via Two Interactive Components for Time Series Forecasting
Yingbo Zhou, Yutong Ye, Pengyu Zhang, Xiao Du, Mingsong Chen
- Submitted to ICLR 2026
- Readers: Everyone
FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control
Yutong Ye, Yingbo Zhou, Zhusen Liu, Xiao Du, Hao Zhou, Xiang Lian, Mingsong Chen
- CoRR 2025
- Readers: Everyone
When foresight pruning meets zeroth-order optimization: Efficient federated learning for low-memory devices
Pengyu Zhang, Yingjie Liu, Yingbo Zhou, Xian Wei, Mingsong Chen
- J. Syst. Archit. 2025
- Readers: Everyone
EqGAN: Reformation-based Feature Equalization Fusion for Few-shot Image Generation
Yingbo Zhou, Zhihao Yue, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen
- ICASSP 2025
- Readers: Everyone
CE-FFT: Communication-Efficient Federated Fine-Tuning for Large Language Models via Quantization and In-Context Learning
Pengyu Zhang, Yingjie Liu, Yingbo Zhou, Ming Hu, Xian Wei, Mingsong Chen
- ICASSP 2025
- Readers: Everyone

View all 25 publications

Co-Authors

View all 31 co-authors