Danruo DENG

Postdoc, The Chinese University of Hong Kong

Joined

May 2021

Names

Danruo DENG (Preferred)

Danruo Deng

Emails

****@link.cuhk.edu.hk (Confirmed)

Personal Links

DBLP

Career & Education History

Postdoc

The Chinese University of Hong Kong (cuhk.edu.hk)

2025 – Present

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2020 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Uncertainty Estimation by Fisher Information-based Evidential Deep Learning
Danruo DENG, Guangyong Chen, Yang YU, Furui Liu, Pheng-Ann Heng
- ICML 2023 Poster
- Readers: Everyone
Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning
Yang Yu, Danruo Deng, Furui Liu, Yueming Jin, Qi Dou, Guangyong Chen, Pheng-Ann Heng
- Published: 01 Jan 2023, Last Modified: 30 Sept 2023
- CoRR 2023
- Readers: Everyone
Uncertainty Estimation by Fisher Information-based Evidential Deep Learning
Danruo Deng, Guangyong Chen, Yang Yu, Furui Liu, Pheng-Ann Heng
- Published: 01 Jan 2023, Last Modified: 30 Sept 2023
- ICML 2023
- Readers: Everyone
Uncertainty Estimation by Fisher Information-based Evidential Deep Learning
Danruo Deng, Guangyong Chen, Yang Yu, Furui Liu, Pheng-Ann Heng
- Published: 01 Jan 2023, Last Modified: 30 Sept 2023
- CoRR 2023
- Readers: Everyone
Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer
Yaodong Yang, Guangyong Chen, Hongyao Tang, Furui Liu, Danruo DENG, Jianye HAO, Pheng-Ann Heng
- Published: 01 Feb 2023, Last Modified: 15 Jan 2026
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
A Simple and Provable Method to Adapt Pre-trained Model across Domains with Few Samples
Danruo DENG, Guangyong Chen, Furui Liu, Jinpeng Li, Jianye HAO, Pheng-Ann Heng
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification
Jinpeng Li, Guangyong Chen, Hangyu Mao, Danruo Deng, Dong Li, Jianye Hao, Qi Dou, Pheng-Ann Heng
- 2022 (modified: 02 Nov 2022)
- MICCAI (3) 2022
- Readers: Everyone
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning
Danruo DENG, Guangyong Chen, Jianye HAO, Qiong Wang, Pheng-Ann Heng
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning
Danruo Deng, Guangyong Chen, Jianye Hao, Qiong Wang, Pheng-Ann Heng
- 2021 (modified: 03 Nov 2022)
- NeurIPS 2021
- Readers: Everyone
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning
Danruo Deng, Guangyong Chen, Jianye Hao, Qiong Wang, Pheng-Ann Heng
- 2021 (modified: 03 Nov 2022)
- CoRR 2021
- Readers: Everyone