Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network. - Yifei Sun 002; Haoran Deng; Yang Yang 009; Chunping Wang 001; Jiarong Xu; Renhong Huang; Linfeng Cao; Yang Wang; Lei Chen 082 (IJCAI, 2022)

Who is next: rising star prediction via diffusion of user interest in social networks. - Xuan Yang; Yang Yang 009; Jintao Su; Yifei Sun 002; Shen Fan; Zhongyao Wang; Jun Zhang; Jingmin Chen (CoRR, 2022)

Towards Learning to Discover Money Laundering Sub-network in Massive Transaction Network. - Ziwei Chai; Yang Yang 009; Jiawang Dan; Sheng Tian; Changhua Meng; Weiqiang Wang 002; Yifei Sun 002 (AAAI, 2023)

Who's Next: Rising Star Prediction via Diffusion of User Interest in Social Networks. - Xuan Yang; Yang Yang 009; Jintao Su; Yifei Sun 002; Shen Fan; Zhongyao Wang; Jun Zhang; Jingmin Chen (IEEE Trans. Knowl. Data Eng., 2023)

Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns. - Yifei Sun 002; Qi Zhu 008; Yang Yang 009; Chunping Wang 001; Tianyu Fan; Jiajun Zhu; Lei Chen 082 (AAAI, 2024)

Exploring Correlations of Self-Supervised Tasks for Graphs. - Taoran Fang; Wei Chow; Yifei Sun 002; Kaiqiao Han; Lvbin Ma; Yang Yang 009 (ICML, 2024)

Chromosomal Structural Abnormality Diagnosis by Homologous Similarity. - Juren Li; Fanzhe Fu; Ran Wei; Yifei Sun 002; Zeyu Lai; Ning Song; Xin Chen 032; Yang Yang 009 (KDD, 2024)

G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering. - Xiaoxin He; Yijun Tian 001; Yifei Sun 002; Nitesh V. Chawla; Thomas Laurent 001; Yann LeCun; Xavier Bresson; Bryan Hooi (NeurIPS, 2024)

Exploring Correlations of Self-Supervised Tasks for Graphs. - Taoran Fang; Wei Zhou; Yifei Sun 002; Kaiqiao Han; Lvbin Ma; Yang Yang 009 (CoRR, 2024)

Multi-Label Node Classification with Label Influence Propagation. - Yifei Sun 002; Zemin Liu; Bryan Hooi; Yang Yang 009; Rizal Fathony; Jia Chen; Bingsheng He (ICLR, 2025)

Handling Feature Heterogeneity with Learnable Graph Patches. - Yifei Sun 002; Yang Yang 009; Xiao Feng; Zijun Wang; Haoyang Zhong; Chunping Wang 001; Lei Chen 082 (KDD (1), 2025)

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs. - Yufei He; Yuan Sui; Xiaoxin He; Yue Liu 008; Yifei Sun 002; Bryan Hooi (WWW, 2025)