Publications

GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs

GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs

Enjun Du, Siyi Liu, Yongqi Zhang*

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AAAI 2026 Oral
Neural Knowledge Graph Reasoning with Relational Digraph

Neural Knowledge Graph Reasoning with Relational Digraph

Yongqi Zhang, Haiquan Qiu, Shuzhi Liu, Enjun Du, Quanming Yao

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Artificial Intelligence Journal
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments

GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments

Enjun Du, Xunkai Li, Tian Jin, Zhihan Zhang, Rong-Hua Li*, Guoren Wang

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NeurIPS 2025 Spotlight
Unifying Structure and Activation: A Comprehensive Approach of Parameter and Memory Efficient Transfer Learning

Unifying Structure and Activation: A Comprehensive Approach of Parameter and Memory Efficient Transfer Learning

Jin Tian, Enjun Du, Changwei Wang, Wenhao Xu, Luo Ding

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CVPR Workshop 2025
SimDiff: A Simple yet Efficient Diffusion-based Collaborative Filtering Framework

SimDiff: A Simple yet Efficient Diffusion-based Collaborative Filtering Framework

Xufeng Liang, Zhida Qin*, Haoyan Fu, Enjun Du, Haotian He, Tianyu Huang, Chong Zhang

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IEEE Transactions on Knowledge and Data Engineering
Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning

Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning

Enjun Du, Siyi Liu, Yongqi Zhang*

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EMNLP 2025 Main Oral
Dual Social View Enhanced Contrastive Learning for Social Recommendation

Dual Social View Enhanced Contrastive Learning for Social Recommendation

Shixiao Yang, Zhida Qin*, Enjun Du, Pengzhan Zhou, Tianyu Huang

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IEEE Transactions on Computational Social Systems
Causal Disentanglement-Enhanced Diffusion Denoising for Social Recommendation

Causal Disentanglement-Enhanced Diffusion Denoising for Social Recommendation

Shixiao Yang, Zhida Qin*, Enjun Du, Haoyan Fu, Haoyao Zhang, Pengzhan Zhou, Tianyu Huang, Gangyi Ding

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IEEE Transactions on Intelligent Systems and Technology
Behavior Habits Enhanced Intention Learning for Session Based Recommendation

Behavior Habits Enhanced Intention Learning for Session Based Recommendation

Wenhao Xue, Zhida Qin*, Haoyao Zhang, Shixiao Yang, Enjun Du, Shuang Li, Haoyan Fu, Tianyu Huang, Iohn C.S. Lui

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IEEE Transactions on Big Data