| 2026 | ACL | GCIG: GraphRAG-based Cross-document Instruction Generation for Boosting LLM Reasoning. | Xiaoliang Xu, Huang Yuan, Junmei Wang, Can Xu |
| 2026 | SIGIR | Multi-Faceted Continual Knowledge Graph Embedding for Semantic-Aware Link Prediction. | Jing Qi, Yuxiang Wang, Zhiyuan Yu, Xiaoliang Xu, Yuanshi Zheng, Tianxing Wu |
| 2025 | ACL | Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. | Yuxia Geng, Runkai Zhu, Jiaoyan Chen, Jintai Chen, Xiang Chen, Zhuo Chen, Shuofei Qiao, Yuxiang Wang, Xiaoliang Xu, Sheng-Jun Huang |
| 2024 | ICDE | Scalable Community Search with Accuracy Guarantee on Attributed Graphs. | Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu, Yuxia Geng, Zhenghe Zhao, Xiangyu Ke, Tianxing Wu |
| 2024 | ICDE | MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. | Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu |
| 2024 | ICDE | Routing-Guided Learned Product Quantization for Graph-Based Approximate Nearest Neighbor Search. | Qiang Yue, Xiaoliang Xu, Yuxiang Wang, Yikun Tao, Xuliyuan Luo |
| 2024 | SIGIR | Scalable Community Search over Large-scale Graphs based on Graph Transformer. | Yuxiang Wang, Xiaoxuan Gou, Xiaoliang Xu, Yuxia Geng, Xiangyu Ke, Tianxing Wu, Zhiyuan Yu, Runhuai Chen, Xiangying Wu |
| 2023 | ECAI | Effective and Efficient Community Search with Graph Embeddings. | Xiaoxuan Gou, Xiaoliang Xu, Xiangying Wu, Runhuai Chen, Yuxiang Wang, Tianxing Wu, Xiangyu Ke |
| 2022 | CIKM | Approximate and Interactive Processing of Aggregate Queries on Knowledge Graphs: A Demonstration. | Yuxiang Wang, Arijit Khan, Xiaoliang Xu, Shuzhan Ye, Shihuang Pan, Yuhan Zhou |
| 2022 | ICDE | Aggregate Queries on Knowledge Graphs: Fast Approximation with Semantic-aware Sampling. | Yuxiang Wang, Arijit Khan, Xiaoliang Xu, Jiahui Jin, Qifan Hong, Tao Fu |
| 2022 | ICDE | Academic Expert Finding via $(k, \mathcal{P})$-Core based Embedding over Heterogeneous Graphs. | Xiaoliang Xu, Jun Liu, Yuxiang Wang, Xiangyu Ke |
| 2019 | ICONIP | Dance to Music Expressively: A Brain-Inspired System Based on Audio-Semantic Model for Cognitive Development of Robots. | Dengju Li, Rui Yan, Xiaoliang Xu, Huajin Tang |
| 2018 | ICONIP | A Visual Recognition Model Based on Hierarchical Feature Extraction and Multi-layer SNN. | Xiaoliang Xu, Wensi Lu, Qiming Fang, Yixing Xia |