Publications

Zhonglin Jiang, Hange Zhou, Enjun Du, Feng Xue, Yingjie Cui, Jingcheng Sha, Yong Chen, Yongqi Zhang* (2026). GRAPHSCHOLAR: COMPOSITIONAL STRATEGIC DECISION MAKING FOR KNOWLEDGE GRAPH REASONING VIA RELATION-DEPENDENCY GRAPHS.

Enjun Du, ... (2026). Structure Evidence Mining for Image Retrieval. Under Review.

Zhishan Tao, Ruoyu Wang, Yucheng Wu, Enjun Du, Yilei Yuan, Sherwin Ho, Yue Su, Jinbo Su, Yi Hong* (2025). CARA: Concept-Aware Risk Attention for Interpretable Collision Prediction.

Enjun Du, Siyi Liu, Yongqi Zhang* (2025). GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs. In AAAI 2026 Oral.

Yongqi Zhang, Haiquan Qiu, Shuzhi Liu, Enjun Du, Quanming Yao (2025). Neural Knowledge Graph Reasoning with Relational Digraph. In Artificial Intelligence Journal.

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.

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.