Publications

Enjun Du, Xunkai Li, Rong-Hua Li*, Guoren Wang (2025). M²AGraph: A Comprehensive Benchmark for Evaluating Multimodal Attribute Graphs in Graph Foundation Models.

Enjun Du, Siyi Liu, Yongqi Zhang* (2025). GraphOracle: A Foundation Model for Universal Knowledge Graph Reasoning.

Enjun Du, Xunkai Li, Tian Jin, Zhihan Zhang, Rong-Hua Li*, Guoren Wang (2025). GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments. In NeurIPS 2025 Spotlight.

Jin Tian, Enjun Du, Changwei Wang, Wenhao Xu, Luo Ding (2025). Unifying Structure and Activation: A Comprehensive Approach of Parameter and Memory Efficient Transfer Learning. In CVPR Workshop 2025.

Yongqi Zhang, Haiquan Qiu, Shuzhi Liu, Enjun Du, Quanming Yao* (2025). Neural Knowledge Graph Reasoning with Relational Di-graph.

Xufeng Liang, Zhida Qin*, Haoyan Fu, Enjun Du, Haotian He, Tianyu Huang, Chong Zhang (2025). SimDiff: A Simple yet Efficient Diffusion-based Collaborative Filtering Framework. In TKDE.

Enjun Du, Siyi Liu, Yongqi Zhang* (2025). Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning. In EMNLP 2025 Main Oral.

Shixiao Yang, Zhida Qin*, Enjun Du, Pengzhan Zhou, Tianyu Huang (2024). Dual Social View Enhanced Contrastive Learning for Social Recommendation. In TCSS.

Shixiao Yang, Zhida Qin*, Enjun Du, Haoyan Fu, Haoyao Zhang, Pengzhan Zhou, Tianyu Huang, Gangyi Ding (2024). Causal Disentanglement-Enhanced Diffusion Denoising for Social Recommendation. In TIST.

Wenhao Xue, Zhida Qin*, Haoyao Zhang, Shixiao Yang, Enjun Du, Shuang Li, Haoyan Fu, Tianyu Huang, Iohn C.S. Lui (2024). Behavior Habits Enhanced Intention Learning for Session Based Recommendation. In TBD.