Yiduo Guo

Joined

May 2021

Names

Yiduo Guo (Preferred)

,

Yiduo GUO

Emails

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

Personal Links

Semantic Scholar

Career & Education History

PhD student

Peking University (pku.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2025

Expertise

Large Language Model

2023 – Present

Continual learning

2020 – Present

Machine learning

2018 – Present

Publications

Towards Efficient and No Forgetting Domain Continual Pretraining by Mitigating the Stability Gap
Yiduo Guo, Jie Fu, Huishuai Zhang, Dongyan Zhao, Yikang Shen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Invariance as A Necessary Condition for Online Continual Learning
Yiduo Guo, Bing Liu, Dongyan Zhao
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Class Incremental Learning via Likelihood Ratio Based Task Prediction
Haowei Lin, Yijia Shao, Weinan Qian, Ningxin Pan, Yiduo Guo, Bing Liu
- ICLR 2024 poster
- Readers: Everyone
Online continual learning through mutual information maximization
Yiduo Guo
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Invariant Features for Online Continual Learning
Yiduo Guo, Bing Liu, Dongyan Zhao
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Gradient Imbalance and solution in Online Continual learning
Yiduo Guo, Dongyan Zhao, Bing Liu
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors