Xiaoliang Xu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 45

Top Topics

Aggregate Queries

Approximate Nearest Neighbor Search

Proximity Graph

Approximate Query Processing

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Yuxiang Wang, Chengjie Gu, Xiaoliang Xu, Xinjun Zeng, Xiangyu Ke, Tianxing Wu
Efficient and effective (k, P)-core-based community search over attributed heterogeneous information networks. Inf. Sci. 661 (2024)
Mengzhao Wang, Weizhi Xu, Xiaomeng Yi, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. CoRR (2024)
Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. ICDE (2024)
Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Lu Chen
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models. CoRR (2024)
Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu, Yuxia Geng, Zhenghe Zhao, Xiangyu Ke, Tianxing Wu
Scalable Community Search with Accuracy Guarantee on Attributed Graphs. CoRR (2024)
Mengzhao Wang, Weizhi Xu, Xiaomeng Yi, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. Proc. ACM Manag. Data 2 (1) (2024)
Qiang Yue, Xiaoliang Xu, Yuxiang Wang, Yikun Tao, Xuliyuan Luo
Routing-Guided Learned Product Quantization for Graph-Based Approximate Nearest Neighbor Search. ICDE (2024)
Yuxiang Wang, Xiaoxuan Gou, Xiaoliang Xu, Yuxia Geng, Xiangyu Ke, Tianxing Wu, Zhiyuan Yu, Runhuai Chen, Xiangying Wu
Scalable Community Search over Large-scale Graphs based on Graph Transformer. SIGIR (2024)
Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu, Yuxia Geng, Zhenghe Zhao, Xiangyu Ke, Tianxing Wu
Scalable Community Search with Accuracy Guarantee on Attributed Graphs. ICDE (2024)
Jiongkang Ni, Xiaoliang Xu, Yuxiang Wang, Can Li, Jiajie Yao, Shihai Xiao, Xuecang Zhang
DiskANN++: Efficient Page-based Search over Isomorphic Mapped Graph Index using Query-sensitivity Entry Vertex. CoRR (2023)
Yuxia Geng, Jiaoyan Chen, Yuhang Zeng, Zhuo Chen, Wen Zhang, Jeff Z. Pan, Yuxiang Wang, Xiaoliang Xu
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model. CoRR (2023)
Xiaoliang Xu
Revolutionizing Education: Advanced Machine Learning Techniques for Precision Recommendation of Top-Quality Instructional Materials. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Qiang Yue, Xiaoliang Xu, Yuxiang Wang, Yikun Tao, Xuliyuan Luo
Routing-Guided Learned Product Quantization for Graph-Based Approximate Nearest Neighbor Search. CoRR (2023)
Xiaoxuan Gou, Xiaoliang Xu, Xiangying Wu, Runhuai Chen, Yuxiang Wang, Tianxing Wu, Xiangyu Ke
Effective and Efficient Community Search with Graph Embeddings. ECAI (2023)
Zhiyuan Yu, Yuxiang Wang, Xiaoliang Xu, Xiaoxuan Gou
End-to-End Community Search based on Graph Transformer: A Demonstration. CBD (2023)
Yuxiang Wang, Jun Liu, Xiaoliang Xu, Xiangyu Ke, Tianxing Wu, Xiaoxuan Gou
, 𝒫)-Core based Embedding. ACM Trans. Knowl. Discov. Data 17 (6) (2023)
Mengzhao Wang, Lingwei Lv, Xiaoliang Xu, Yuxiang Wang, Qiang Yue, Jiongkang Ni
An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint. NeurIPS (2023)
Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. CoRR (2023)
Mengzhao Wang, Lingwei Lv, Xiaoliang Xu, Yuxiang Wang, Qiang Yue, Jiongkang Ni
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints. CoRR (2022)
Yuxiang Wang, Arijit Khan, Xiaoliang Xu, Jiahui Jin, Qifan Hong, Tao Fu
Aggregate Queries on Knowledge Graphs: Fast Approximation with Semantic-aware Sampling. CoRR (2022)
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)
Yuxiang Wang, Arijit Khan, Xiaoliang Xu, Shuzhan Ye, Shihuang Pan, Yuhan Zhou
Approximate and Interactive Processing of Aggregate Queries on Knowledge Graphs: A Demonstration. CIKM (2022)
Xiaoliang Xu, Jun Liu, Yuxiang Wang, Xiangyu Ke
Academic Expert Finding via $(k, \mathcal{P})$-Core based Embedding over Heterogeneous Graphs. ICDE (2022)
Yuxiang Wang, Yue Wu, Xiaoliang Xu, Tianxing Wu, Xiangyu Ke, Yuyang Zhao
Random Walk-based Community Key-members Search over Large Graphs. CoRR (2022)
Chengyu Du, Xiaoxuan Gou, Yuxiang Wang, Xiaoliang Xu
Efficient and Effective Expert Finding based on Community Search: A Demonstration. CBD (2022)
Xiaoliang Xu, Qifan Hong, Yuxiang Wang, Jiahui Jin, Xinle Xuan, Tao Fu
A random walk sampling on knowledge graphs for semantic-oriented statistical tasks. Data Knowl. Eng. 140 (2022)
Mengzhao Wang, Xiaoliang Xu, Qiang Yue, Yuxiang Wang
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search. CoRR (2021)
Xiaoliang Xu, Mengzhao Wang, Yuxiang Wang, Dingcheng Ma
Two-stage routing with optimized guided search and greedy algorithm on proximity graph. Knowl. Based Syst. 229 (2021)
Yuxiang Wang, Xiaoliang Xu, Qifan Hong, Jiahui Jin, Tianxing Wu
Top-k star queries on knowledge graphs through semantic-aware bounding match scores. Knowl. Based Syst. 213 (2021)
Mengzhao Wang, Xiaoliang Xu, Qiang Yue, Yuxiang Wang
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search. Proc. VLDB Endow. 14 (11) (2021)
Tao Fu, Xiaoliang Xu, Yuxiang Wang
An Execution Cost Model for Aggregate Queries over Knowledge Graphs. CBD (2021)
Xiaoliang Xu, Chang Li, Yuxiang Wang, Yixing Xia
Multiattribute approximate nearest neighbor search based on navigable small world graph. Concurr. Comput. Pract. Exp. 32 (24) (2020)
Xiping Ju, Biao Fang, Rui Yan, Xiaoliang Xu, Huajin Tang
An FPGA Implementation of Deep Spiking Neural Networks for Low-Power and Fast Classification. Neural Comput. 32 (1) (2020)
Yuxiang Wang, Zhangpeng Ge, Haijiang Yan, Xiaoliang Xu, Yixing Xia
Semantic locality-based approximate knowledge graph query. Concurr. Comput. Pract. Exp. 31 (24) (2019)
Dengju Li, Rui Yan, Xiaoliang Xu, Huajin Tang
Dance to Music Expressively: A Brain-Inspired System Based on Audio-Semantic Model for Cognitive Development of Robots. ICONIP (4) (2019)
Haijiang Yan, Yuxiang Wang, Xiaoliang Xu
SimG: A Semantic Based Graph Similarity Search Engine. CBD (2019)
Yuxiang Wang, Jiahui Jin, Xiaoliang Xu, Longbin Zhang
Skew-aware online aggregation over joins through guided sampling. Concurr. Comput. Pract. Exp. 30 (20) (2018)
Xiaoliang Xu, Wensi Lu, Qiming Fang, Yixing Xia
A Visual Recognition Model Based on Hierarchical Feature Extraction and Multi-layer SNN. ICONIP (1) (2018)
Yuxiang Wang, Yixing Xia, Qiming Fang, Xiaoliang Xu
AQP++: a hybrid approximate query processing framework for generalized aggregation queries. J. Comput. Sci. 26 (2018)
Xiaoliang Xu, Xin Jin, Rui Yan, Qiming Fang, Wensi Lu
Visual Pattern Recognition Using Enhanced Visual Features and PSD-Based Learning Rule. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Rong Xiao, Huajin Tang, Pengjie Gu, Xiaoliang Xu
Spike-based encoding and learning of spectrum features for robust sound recognition. Neurocomputing 313 (2018)
Longbin Zhang, Yuxiang Wang, Xiaoliang Xu
Logic-Partition Based Gaussian Sampling for Online Aggregation. CBD (2017)
Jiandong Meng, Yan Jiang, Xiaoliang Xu, Irfani Priananda
Support top irrelevant machine: learning similarity measures to maximize top precision for image retrieval. Neural Comput. Appl. 28 (S-1) (2017)
Yuxiang Wang, Xiaoliang Xu, Yixing Xia, Qiming Fang
AQP++: A Hybrid Approximate Query Processing Framework for Generalized Aggregation Queries. CBD (2016)
Xiaoliang Xu, Xin Jin, Rui Yan, Xun Cao
A hierarchical visual recognition model with precise-spike-driven synaptic plasticity. SSCI (2016)
Xiaoliang Xu, Quanbo Ge
Networked Strong Tracking Filters With Noise Correlations and Bits Quantization. AICI (2) (2011)
Xiaoliang Xu, Weihua Hu
Research on J2EE Teaching Based on Mainstream Open Source Frameworks. CIT (2010)
Ting Wu, Min Zhang, Xiaoliang Xu, Rongbo Wang
Improved Algorithm for Tate Pairing Computation. ISECS (2008)