Deng-Bao Wang

Assistant Professor, Southeast University

Joined

May 2021

Names

Deng-Bao Wang (Preferred)

Emails

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

Personal Links

Career & Education History

Assistant Professor

Southeast University (seu.edu.cn)

2024 – Present

PhD student

Southeast University (seu.edu.cn)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2024

Expertise

uncertainty calibration

2022 – 2025

machine learning

2017 – 2025

weakly supervised learning

2018 – 2022

Publications

UnSAF: A Self-Assessment Framework of Uncertainty Awareness for Multimodal LLMs
Chen-Meng Qiu, Deng-Bao Wang, Min-Ling Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Student Loss: Towards the Probability Assumption in Inaccurate Supervision
Shuo Zhang, Jianqing Li, Hamido Fujita, Yu-Wen Li, Deng-Bao Wang, Tingting Zhu, Min-Ling Zhang, Chengyu Liu
- IEEE Trans. Pattern Anal. Mach. Intell. 2024
- Readers: Everyone
Calibration Bottleneck: Over-compressed Representations are Less Calibratable
Deng-Bao Wang, Min-Ling Zhang
- ICML 2024 Poster
- Readers: Everyone
Calibration Bottleneck: Over-compressed Representations are Less Calibratable
Deng-Bao Wang, Min-Ling Zhang
- ICML 2024
- Readers: Everyone
Calibration Bottleneck: What Makes Neural Networks less Calibratable?
Deng-Bao Wang, Min-Ling Zhang
- Submitted to ICLR 2024
- Readers: Everyone
On the Pitfall of Mixup for Uncertainty Calibration
Deng-Bao Wang, Lanqing Li, Peilin Zhao, Pheng-Ann Heng, Min-Ling Zhang
- CVPR 2023
- Readers: Everyone
Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence
Deng-Bao Wang, Lei Feng, Min-Ling Zhang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence
Deng-Bao Wang, Lei Feng, Min-Ling Zhang
- NeurIPS 2021
- Readers: Everyone

Co-Authors