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Xuxiaoliang

Career: Professor

Graduated from: Zhejiang University

Email: xxl@hdu.edu.cn

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Post: 310018

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Publications

l  Qiang Yue, Xiaoliang Xu*, Yuxiang Wang, et al., Routing-Guided Learned Product Quantization for Graph-Based Approximate Nearest Neighbor Search, ICDE 2024. (CCF A)

l  Mengzhao Wang, Weizhi Xu, Xiaoliang Xu*, et al., Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment, SIGMOD 2024. (CCF A)

l  Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, et al., MUST: An Effective and Scalable Framework for Multimodal Search with Target Modality, International Conference on Data Engineering, ICDE 2024. (CCF A)

l  Yuxiang Wang, Xiaoxuan Gou, Xiaoliang Xu*, et al., Scalable Community Search over Large-scale Graphs based on Graph Transformer, SIGIR 2024. (CCF A)

l  Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu*, et al., Scalable Community Search with Accuracy Guarantee on Attributed Graphs, ICDE 2024. (CCF A)

l  Yuxiang Wang, Chengjie Gu, Xiaoliang Xu*, et al., Efficient and effective (k, P)-core-based community search over attributed heterogeneous information networks, Information Sciences, 2024, 661: 120076. (Top)

l  Mengzhao WangLingwei LvXiaoliang Xu*, Yuxiang WangQiang YueJiongkang Ni, An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint, NeurIPS 2023. (CCF A)

l  Yuxiang Wang, Jun Liu, Xiaoliang Xu*, Efficient and Effective Academic Expert Finding on Heterogeneous Graphs through (k,P)-Core based Embedding, ACM Transactions on Knowledge Discovery from Data,2023,17(6): 85:1-85:35.

l  Xiaoliang Xu, Jun Liu, Yuxiang Wang*, Xiangyu Ke. Academic Expert Finding via (K,P)-Core based Embedding over Heterogeneous Graphs, ICDE 2022. (CCF A)

l  Yuxiang Wang, Arijit Khan, Xiaoliang Xu*, Jiahui Jin, Qifan Hong, Tao Fu. Aggregate Queries on Knowledge Graphs: Fast Approximation with Semantic-aware Sampling, ICDE 2022. (CCF A)

l  Mengzhao WangXiaoliang XuQiang Yue,Wang Yuxiang*. A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search, VLDB 2021. (CCF A)

l  Xiaoliang XuMengzhao Wang*, Wang Yuxiang, Ma Dingcheng, Two-stage routing with optimized guided search and greedy algorithm on proximity graph[J], Knowledge-Based Systems, 2021, 229, 107305

l  Xiaoliang Xu, Qifang Hong, Yuxiang Wang*, et al. A Random Walk Sampling on Knowledge Graphs for Semantic-oriented Statistical Tasks, Data & Knowledge Engineering, Vol.140,2022.

l  Xiaoliang Xu, Qianjie Dai, Qiming Fang*Hypernymy recognition based on dependency semantic attention mechanismJournal of Huazhong University of Science and Technology (Natural Science Edition)202250(5): 33-38.

l  Yuxiang Wang, Xiaoliang Xu*, Qifan Hong, Jiahui Jin, Tianxing Wu, Top-k Star Queries on Knowledge Graphs Through Semantic-aware Bounding Match Scores, Knowledge-Based Systems, 213, 15 February 2021, 106655

l  Xiaoliang Xu, Tong Gao, Yuxiang Wang*, et al., Event Temporal Relation Extraction With Attention Mechanism and Graph Neural Network. Tsinghua Science and Technology, 2022,27(1):79-90.

l  Xiaoliang XuChang LiYuxiang Wang*Yixing Xia, Multiattribute Approximate Nearest Neighbor Search Based on Navigable Small World Graph. Concurrency and Computation:Practice and Experience, 2020, 32(24)

l  Xiaoliang Xu, Wensi Lu, Qiming Fang*, and Yixing Xia, A Visual Recognition Model based on Hierarchical Feature Extraction and Multi-layer SNN. International Conference on Neural Information Processing. Springer, Cham, 2018: 525-534.

l  Xiaoliang Xu, Xin Jin, Rui Yan, et al., Visual Pattern Recognition Using Enhanced Visual Features and PSD-Based Learning Rule. IEEE Transactions on Cognitive & Developmental Systems, 2018, 10(2):205-212.



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