MARS: Faithful Multimodal Agentic Reasoning with Structured Evidence Ledger
Enjun Du, ...
Under Review
GRAPHSCHOLAR: COMPOSITIONAL STRATEGIC DECISION MAKING FOR KNOWLEDGE GRAPH REASONING VIA RELATION-DEPENDENCY GRAPHS
Zhonglin Jiang, Hange Zhou, Enjun Du, Feng Xue, Yingjie Cui, Jingcheng Sha, Yong Chen, Yongqi Zhang*
ICLR 2026 Workshop
CARA: Concept-Aware Risk Attention for Interpretable Collision Prediction
Zhishan Tao, Ruoyu Wang, Yucheng Wu, Enjun Du, Yilei Yuan, Sherwin Ho, Yue Su, Jinbo Su, Yi Hong*
GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs
Enjun Du, Siyi Liu, Yongqi Zhang*
AAAI 2026 Oral
Neural Knowledge Graph Reasoning with Relational Digraph
Yongqi Zhang, Haiquan Qiu, Shuzhi Liu, Enjun Du, Quanming Yao
Artificial Intelligence Journal
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
Enjun Du, Xunkai Li, Tian Jin, Zhihan Zhang, Rong-Hua Li*, Guoren Wang
NeurIPS 2025 Spotlight
Unifying Structure and Activation: A Comprehensive Approach of Parameter and Memory Efficient Transfer Learning
Jin Tian, Enjun Du, Changwei Wang, Wenhao Xu, Luo Ding
CVPR Workshop 2025
SimDiff: A Simple yet Efficient Diffusion-based Collaborative Filtering Framework
Xufeng Liang, Zhida Qin*, Haoyan Fu, Enjun Du, Haotian He, Tianyu Huang, Chong Zhang
IEEE Transactions on Knowledge and Data Engineering
Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning
Enjun Du, Siyi Liu, Yongqi Zhang*
EMNLP 2025 Main Oral