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学术论文

部分论文列表(*表示通信作者,#表示共同一作)

  •     Shuo Yang#, Jiadong Xie#, Yingfan Liu*, Jeffrey Xu Yu, Xiyue Gao, Qianru Wang, Yanguo Peng, Jiangtao Cui. Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search. Accepted by VLDB 2025.
  •     Yingfan Liu, Yandi Zhang, Jiadong Xie, Hui Li*, Jeffrey Xu Yu, Jiangtao Cui. Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data. Accepted by ICDE 2025.  
  •     Jiadong Xie, Jeffrey Xu Yu, Yingfan Liu*. Fast Approximate Similarity Join in Vector Databases. Accepted by SIGMOD 2025
  •     Xiyue Gao, Zhuang Liu, Yiran Shen, Hui Li*, Yingfan Liu, Hongjun Xiao, Yanguo Peng, Jiangtao Cui. Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving. Accepted by VLDB 2025
  •     Ziang Liu, Hui Li, Yingfan Liu*, Hua Tong, Zhenning Shi, Hui Zhang, Jiangtao Cui. RasterPIP: Answering Point-in-polygon Query with GPU-native Transformation and Rasterization. Accepted by DASFAA 2025. 
  •     Yingfan Liu#,Xiaotian Qiao#,Zhaoqing Liu Xiaofang Xia,Yinlong Zhang,Jiangtao Cui.  Deep multi-negative supervised hashing for large-scale image retrieval. ESWA 2025(264): 125795
  •     Jinxin Yang, Hui Li, Wenlong Song, Yiming Si, Hui Zhang, Kankan Zhao, Kewei Wei, Yingfan Liu*, Jiangtao Cui: One Size Cannot Fit All: A Self-adaptive Dispatcher for Skewed Hash Join in Shared-Nothing RDBMSs. DASFAA 2024. 
  • Yingfan Liu, Chaowei Song, Hong Cheng, Xiaofang Xia and Jiangtao Cui. Accelerating Massive Queries Of Approximate Nearest Neighbor Search On High Dimensional Data. KAIS 2023.
  • Yingfan Liu, Hao Wei and Hong Cheng. Exploiting Lower Bounds to Accelerate Approximate Nearest Neighbor Search on High-Dimensional Data. Information Sciences 465 (2018), 484-504.
  • Yingfan Liu, Hong Cheng and Jiangtao Cui. PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization. CIKM 2017, 667-676.
  • Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li and Heng Tao Shen. SK-LSH : An Efficient Index Structure for Approximate Nearest Neighbor Search. Proceedings of the VLDB Endowment 7 (9), 745-756.
  • 冯小康,彭延国,崔江涛,刘英帆,李辉. 基于最优排序的局部敏感哈希索引. 计算机学报,930-947.NDBC(中国数据库大会) 2018. (最佳论文提名奖、萨师煊优秀论文奖).