Yuyang Liu

Postdoc, Peking University

Joined

February 2020

Names

Yuyang Liu (Preferred)

Emails

****@sia.cn (Confirmed)

****@gmail.com (Confirmed)

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

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Postdoc

Peking University (pku.edu.cn)

2024 – 2026

PhD student

Shenyang Institute of Automation, Chinese Academy of Sciences/ University of Chinese Academy of Sciences (sia.cn)

2019 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Yonghong Tian

2024 – 2026

PhD Advisor

Cong Yang

2017 – 2024

Expertise

Continual learning

2019 – 2023

Incremental learning

2019 – 2023

Machine learning

2017 – 2023

Computer vision

2017 – 2023

Publications

BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning
Yuyang Liu, Jingya Wang, Liuzhenghao Lv, Yonghong Tian
- LLA 2026 Poster
- Readers: Everyone
Cs$$^2$$K: Class-Specific and Class-Shared Knowledge Guidance for Incremental Semantic Segmentation
Wei Cong, Yang Cong, Yuyang Liu, Gan Sun
- Crossref
- Readers: Everyone
Self-Paced Weight Consolidation for Continual Learning
Wei Cong, Yang Cong, Gan Sun, Yuyang Liu, Jiahua Dong
- IEEE Transactions on Circuits and Systems for Video Technology
- Readers: Everyone
Open-Ended Online Learning for Autonomous Visual Perception
Haibin Yu, Yang Cong, Gan Sun, Dongdong Hou, Yuyang Liu, Jiahua Dong
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Lifelong Visual-Tactile Spectral Clustering for Robotic Object Perception
Yuyang Liu, Yang Cong, Gan Sun, Zhengming Ding
- IEEE Transactions on Circuits and Systems for Video Technology
- Readers: Everyone
What and How: Generalized Lifelong Spectral Clustering via Dual Memory
Gan Sun, Yang Cong, Jiahua Dong, Yuyang Liu, Zhengming Ding, Haibin Yu
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Readers: Everyone
Towards Autonomous Experimentation: BioProBench, a Corpus and Benchmark for Biological Protocol Comprehension
Yuyang Liu, Liuzhenghao Lv, Xiancheng Zhang, Jingya Wang, Li Yuan, Yonghong Tian
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
Shuo Yang, Qihui Zhang, Yuyang Liu, Yue Huang, Xiaojun Jia, Kun-Peng Ning, Jia-Yu Yao, jigang wang, Dai Hailiang, Yibing Song, Li Yuan
- NeurIPS 2025 - Reliable ML Workshop
- Readers: Everyone
PiCO: Peer Review in LLMs based on Consistency Optimization
Kun-Peng Ning, Shuo Yang, Yuyang Liu, Jia-Yu Yao, Zhenhui Liu, Yonghong Tian, Yibing Song, Li Yuan
- ICLR 2025 Poster
- Readers: Everyone
PiCO: Peer Review in LLMs based on the Consistency Optimization
Kun-Peng Ning, Shuo Yang, Yuyang Liu, Jia-Yu Yao, Zhenhui Liu, Yu Wang, Ming Pang, Li Yuan
- Submitted to NeurIPS 2024
- Readers: Everyone

View all 11 publications

Co-Authors

View all 27 co-authors