Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction. - Xinlong Zhai; Chunchen Wang; Ruijia Wang; Jiazheng Kang; Shujie Li 003; Boyu Chen; Tengfei Ma; Zikai Zhou; Cheng Yang 002; Chuan Shi 001 (AAAI, 2025)

Exploring the Potential of Large Language Models for Heterophilic Graphs. - Yuxia Wu; Shujie Li 003; Yuan Fang 001; Chuan Shi 001 (NAACL (Long Papers), 2025)

HeTGB: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs. - Shujie Li 003; Yuxia Wu; Chuan Shi 001; Yuan Fang 001 (CoRR, 2025)

GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations. - Junze Chen; Cheng Yang 002; Shujie Li 003; Zhiqiang Zhang 012; Yawen Li 001; Junping Du 001; Chuan Shi 001 (CoRR, 2025)