Zhiyuan Ning

Postdoc, Westlake University

Joined

January 2023

Names

Zhiyuan Ning (Preferred)

Emails

****@cnic.cn (Confirmed)

****@gmail.com (Confirmed)

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

Personal Links

Google Scholar

ORCID

Career & Education History

Postdoc

Westlake University (westlake.edu.cn)

2025 – Present

PhD student

Computer Network Information Center of the Chinese Academy of Sciences (cnic.cn)

2018 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Yue Zhang

2025 – Present

PhD Advisor

Yuanchun Zhou

2018 – 2025

Expertise

Knowledge Graphs

2018 – 2024

Natural Language Processing

2018 – 2024

Publications

Deep cut-informed graph embedding and clustering
Zhiyuan Ning, Zaitian Wang, Ran Zhang, Ping Xu, Kunpeng Liu, Pengyang Wang, Wei Ju, Pengfei Wang, Yuanchun Zhou, Erik Cambria, Chong Chen
- Inf. Fusion 2026
- Readers: Everyone
Soft graph clustering for single-cell RNA sequencing data
Ping Xu, Pengfei Wang, Zhiyuan Ning, Meng Xiao, Min Wu, Yuanchun Zhou
- BMC Bioinform. 2025
- Readers: Everyone
ALPS: Adaptive LLM Pruning via Gradient Search in Learned Representation Space
Chunlin Tian, Zhiyuan Ning, Xinpeng Qin, Yiming Luo, KaHou Tam, Yebo Wu, Yuanchun Zhou, Li Li
- Submitted to ICLR 2026
- Readers: Everyone
Abduct, Act, Predict: Scaffolding Causal Inference for Automated Failure Attribution in Multi-Agent Systems
Alva West, Yixuan Weng, Minjun Zhu, Zhen Lin, Zhiyuan Ning, Yue Zhang
- CoRR 2025
- Readers: Everyone
Soft Graph Clustering for single-cell RNA Sequencing Data
Ping Xu, Pengfei Wang, Zhiyuan Ning, Meng Xiao, Min Wu, Yuanchun Zhou
- CoRR 2025
- Readers: Everyone
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
Hao Dong, Ziyue Qiao, Zhiyuan Ning, Qi Hao, Yi Du, Pengyang Wang, Yuanchun Zhou
- CoRR 2025
- Readers: Everyone
Rethinking Graph Contrastive Learning through Relative Similarity Preservation
Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou
- CoRR 2025
- Readers: Everyone
scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data
Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang
- CoRR 2025
- Readers: Everyone
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking
Yihao Ai, Zhiyuan Ning, Weiwei Dai, Pengfei Wang, Yi Du, Wenjuan Cui, Kunpeng Liu, Yuanchun Zhou
- CoRR 2025
- Readers: Everyone
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization
Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, Qingqing Long, Haowei Zhu, Yi Du, Min Wu, Yuanchun Zhou, Meng Xiao
- CoRR 2025
- Readers: Everyone

View all 44 publications

Co-Authors

View all 65 co-authors