Xu, Xiaoliang

1. A Comprehensive Survey and Experimental Comparison of Graph-Based\n Approximate Nearest Neighbor Search
   2021/01/29 by Mengzhao Wang, Wang, Mengzhao, Xiaoliang Xu +5 · 46 citations
   Computer Science · Decision Sciences · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multi-Criteria Decision Making
2. Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints
   2022/03/25 by Mengzhao Wang, Lingwei Lv, Wang, Mengzhao +9 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #Data Management and Algorithms
3. DiskANN++: Efficient Page-based Search over Isomorphic Mapped Graph Index using Query-sensitivity Entry Vertex
   2023/09/30 by Jiongkang Ni, Xiaoliang Xu, Ni, Jiongkang +11 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
4. MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality
   2023/12/11 by Wang, Mengzhao, Ke, Xiangyu, Xu, Xiaoliang +4 · 3 citations
   #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
5. Routing-Guided Learned Product Quantization for Graph-Based Approximate Nearest Neighbor Search
   2023/11/30 by Qiang Yue, Xiaoliang Xu, Yue, Qiang +7 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Video Surveillance and Tracking Methods
6. An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models
   2024/07/05 by Mengzhao Wang, Wang, Mengzhao, Haotian Wu +9 · 4 citations
   Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
7. Scalable Community Search with Accuracy Guarantee on Attributed Graphs
   2024/02/27 by Wang, Yuxiang, Ye, Shuzhan, Xu, Xiaoliang +4 · 1 citation
   #Databases (cs.DB) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)