Yifang Qin

PhD student, Peking University

Joined

January 2023

Names

Yifang Qin (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Peking University (pku.edu.cn)

2023 – 2028

Undergrad student

Peking University (pku.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Ming Zhang

2023 – Present

Expertise

Recommender Systems

Present

Graph Neural Networks

Present

Publications

PRISM: Partial-label Relational Inference with Spatial and Spectral Cues
Yiyang Gu, Wenrui Wu, Yifang Qin, Taian Guo, Tao Zhe, Jiaru Tang, Zhiping Xiao, Weizhi Zhang, Ziyue Qiao, Wei Ju, Dongjie Wang, Xiao Luo, Philip S. Yu, Ming Zhang
- ICLR 2026 Poster
- Readers: Everyone
Hypergraph-enhanced Dual Semi-supervised Graph Classification
Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu, Zhiping Xiao, Yifan Wang, Xiao Luo, Ming Zhang
- ICML 2024 Poster
- Readers: Everyone
RIGNN: A Rationale Perspective for Semi-supervised Open-world Graph Classification
Xiao Luo, Yusheng Zhao, Zhengyang Mao, Yifang Qin, Wei Ju, Ming Zhang, Yizhou Sun
- Accepted by TMLR
- Readers: Everyone
Zero-shot Node Classification with Graph Contrastive Embedding Network
Wei Ju, Yifang Qin, Siyu Yi, Zhengyang Mao, Kangjie Zheng, Luchen Liu, Xiao Luo, Ming Zhang
- Accepted by TMLR
- Readers: Everyone
HOPE: High-order Graph ODE For Modeling Interacting Dynamics
Xiao Luo, Jingyang Yuan, Zijie Huang, Huiyu Jiang, Yifang Qin, Wei Ju, Ming Zhang, Yizhou Sun
- ICML 2023 Poster
- Readers: Everyone
DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation
Yifang Qin, Yifan Wang, Fang Sun, Wei Ju, Xuyang Hou, Zhe Wang, Jia Cheng, Jun Lei, Ming Zhang
- 2023 (modified: 16 Apr 2023)
- WSDM 2023
- Readers: Everyone
HOPE: High-order Graph ODE For Modeling Interacting Dynamics
Xiao Luo, Jingyang Yuan, Zijie Huang, Huiyu Jiang, Yifang Qin, Wei Ju, Ming Zhang, Yizhou Sun
- Published: 01 Jan 2023, Last Modified: 23 Aug 2023
- ICML 2023
- Readers: Everyone
GLCC: A General Framework for Graph-Level Clustering
Wei Ju, Yiyang Gu, Binqi Chen, Gongbo Sun, Yifang Qin, Xingyuming Liu, Xiao Luo, Ming Zhang
- Published: 01 Jan 2023, Last Modified: 23 Aug 2023
- AAAI 2023
- Readers: Everyone
Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs
Wei Ju, Zequn Liu, Yifang Qin, Bin Feng, Chen Wang, Zhihui Guo, Xiao Luo, Ming Zhang
- Published: 01 Jan 2023, Last Modified: 23 Aug 2023
- Neural Networks 2023
- Readers: Everyone
Kernel-based Substructure Exploration for Next POI Recommendation
Wei Ju, Yifang Qin, Ziyue Qiao, Xiao Luo, Yifan Wang, Yanjie Fu, Ming Zhang
- 2022 (modified: 16 Apr 2023)
- ICDM 2022
- Readers: Everyone

View all 12 publications

Co-Authors

View all 42 co-authors