Yingfan Liu

32 papers A* 3A 1Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Breaking the Single-Reference-Vector Barrier in Approximate Nearest Neighbor Search.
WWW
Jiadong Xie, Jeffrey Liang, Siyi Teng, Jeffrey Xu Yu, Yingfan Liu
2026 J jnl
Fast Tuning the Index Construction Parameters of Proximity Graphs in Vector Databases.
CoRR
Wenyang Zhou, Jiadong Xie, Yingfan Liu, Zhihao Yin, Jeffrey Xu Yu, Hui Li, Zhangqian Mu, Xiaotian Qiao, Jiangtao Cui
2026 — conf
KBest: Efficient Vector Search on Kunpeng CPU.
KDD (1)
Kaihao Ma, Meiling Wang, Oleg Senkevich, Zijian Li, Daihao Xue, Dmitriy Malyshev, Yangming Lv, Shihai Xiao, Xiao Yan, Alexander Radionov, Weidi Zeng, Yuanzhan Gao, Zhiyu Zou, Xin Yao, Lin Liu, Junhao Wu, Yiding Liu, Yaoyao Fu, Gongyi Wang, Gong Zhang, Fei Yi, Yingfan Liu
2026 J jnl
RISK: Efficiently processing rich spatial-keyword queries on encrypted geo-textual data.
CoRR
Zhen Lv, Cong Cao, Hongwei Huo, Jiangtao Cui, Yanguo Peng, Hui Li, Yingfan Liu
2025 J jnl
Beyond Vector Search: Querying With and Without Predicates.
Proc. ACM Manag. Data
Jiadong Xie, Jeffrey Xu Yu, Siyi Teng, Yingfan Liu
2025 J jnl
Deep multi-negative supervised hashing for large-scale image retrieval.
Expert Syst. Appl.
Yingfan Liu, Xiaotian Qiao, Zhaoqing Liu, Xiaofang Xia, Yinlong Zhang, Jiangtao Cui
2025 J jnl
Fast Approximate Similarity Join in Vector Databases.
Proc. ACM Manag. Data
Jiadong Xie, Jeffrey Xu Yu, Yingfan Liu
2025 J jnl
Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving.
Proc. VLDB Endow.
Xiyue Gao, Zhuang Liu, Yiran Shen, Hui Li, Yingfan Liu, Hongjun Xiao, Yanguo Peng, Jiangtao Cui
2025 J jnl
Graph Based K-Nearest Neighbor Search Revisited.
ACM Trans. Database Syst.
Jiadong Xie, Jeffrey Xu Yu, Yingfan Liu
2025 J jnl
Insights into KPI-based performance anomaly detection in database systems: A comprehensive study.
Expert Syst. Appl.
Xiyue Gao, Peize Yuan, Songwei Han, Yingfan Liu, Xiaofang Xia, Hui Zhang, Jiangtao Cui, Hui Li, Kankan Zhao
2025 J jnl
KBest: Efficient Vector Search on Kunpeng CPU.
CoRR
Kaihao Ma, Meiling Wang, Oleg Senkevich, Zijian Li, Daihao Xue, Dmitriy Malyshev, Yangming Lv, Shihai Xiao, Xiao Yan, Alexander Radionov, Weidi Zeng, Yuanzhan Gao, Zhiyu Zou, Xin Yao, Lin Liu, Junhao Wu, Yiding Liu, Yaoyao Fu, Gongyi Wang, Gong Zhang, Fei Yi, Yingfan Liu
2025 A* conf
Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data.
ICDE
Yingfan Liu, Yandi Zhang, Jiadong Xie, Hui Li, Jeffrey Xu Yu, Jiangtao Cui
2025 J jnl
Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data.
CoRR
Yingfan Liu, Yandi Zhang, Jiadong Xie, Hui Li, Jeffrey Xu Yu, Jiangtao Cui
2025 A* conf
QuadraFormer: Unified Query and Resource Forecasting for Database Workloads.
ICDM
Songwei Han, Jiangtao Cui, Luming Sun, Yingfan Liu, Zhangqian Mu, Ming Li
2025 — conf
RasterPIP: Answering Point-in-Polygon Query with GPU-Native Transformation and Rasterization.
DASFAA (2)
Ziang Liu, Hui Li, Yingfan Liu, Hua Tong, Zhenning Shi, Hui Zhang, Jiangtao Cui
2025 J jnl
Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search.
Proc. VLDB Endow.
Shuo Yang, Jiadong Xie, Yingfan Liu, Jeffrey Xu Yu, Xiyue Gao, Qianru Wang, Yanguo Peng, Jiangtao Cui
2024 — conf
CIGraph: Accelerating Graph Queries over Database with Compressed Index.
ICA3PP (5)
Zhen Lv, Li Wang, Yingfan Liu, Kankan Zhao, Yanguo Peng
2024 — conf
One Size Cannot Fit All: A Self-adaptive Dispatcher for Skewed Hash Join in Shared-Nothing RDBMSs.
DASFAA (1)
Jinxin Yang, Hui Li, Wenlong Song, Yiming Si, Hui Zhang, Kankan Zhao, Kewei Wei, Yingfan Liu, Jiangtao Cui
2024 J jnl
Personalized Programming Guidance based on Deep Programming Learning Style Capturing.
CoRR
Yingfan Liu, Renyu Zhu, Ming Gao
2024 J jnl
Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search.
CoRR
Shuo Yang, Jiadong Xie, Yingfan Liu, Jeffrey Xu Yu, Xiyue Gao, Qianru Wang, Yanguo Peng, Jiangtao Cui
2023 J jnl
Accelerating massive queries of approximate nearest neighbor search on high-dimensional data.
Knowl. Inf. Syst.
Yingfan Liu, Chaowei Song, Hong Cheng, Xiaofang Xia, Jiangtao Cui
2023 J jnl
One Size Cannot Fit All: a Self-Adaptive Dispatcher for Skewed Hash Join in Shared-nothing RDBMSs.
CoRR
Jinxin Yang, Hui Li, Yiming Si, Hui Zhang, Kankan Zhao, Kewei Wei, Wenlong Song, Yingfan Liu, Jiangtao Cui
2023 — conf
Personalized Programming Guidance Based on Deep Programming Learning Style Capturing.
ICCSE (1)
Yingfan Liu, Renyu Zhu, Ming Gao
2022 J jnl
An Expectation Maximization Based Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening of COVID-19.
IEEE J. Biomed. Health Informatics
Xiaofang Xia, Yang Liu, Bo Yang, Yingfan Liu, Jiangtao Cui, Yinlong Zhang
2021 J jnl
Revisiting k-Nearest Neighbor Graph Construction on High-Dimensional Data : Experiments and Analyses.
CoRR
Yingfan Liu, Hong Cheng, Jiangtao Cui
2019 J jnl
An efficient LSH indexing on discriminative short codes for high-dimensional nearest neighbors.
Multim. Tools Appl.
Xiaokang Feng, Jiangtao Cui, Hui Li, Yingfan Liu
2018 J jnl
Exploiting lower bounds to accelerate approximate nearest neighbor search on high-dimensional data.
Inf. Sci.
Yingfan Liu, Hao Wei, Hong Cheng
2018 J jnl
Towards Secure Approximate ${k}$ -Nearest Neighbor Query Over Encrypted High-Dimensional Data.
IEEE Access
Yanguo Peng, Hui Li, Jiangtao Cui, Jianfeng Ma, Yingfan Liu
2017 J jnl
Effective optimizations of cluster-based nearest neighbor search in high-dimensional space.
Multim. Syst.
Xiaokang Feng, Jiangtao Cui, Yingfan Liu, Hui Li
2017 A conf
PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization.
CIKM
Yingfan Liu, Hong Cheng, Jiangtao Cui
2014 J jnl
SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search.
Proc. VLDB Endow.
Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li, Heng Tao Shen
2013 — conf
Near-Optimal Partial Linear Scan for Nearest Neighbor Search in High-Dimensional Space.
DASFAA (1)
Jiangtao Cui, Zi Huang, Bo Wang, Yingfan Liu