Yifan Zhu

27 papers A* 5Journal 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient graph embedding at scale: optimizing CPU-GPU-SSD integration.
VLDB J.
Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Feifei Li
2025 J jnl
Accelerating Graph Indexing for ANNS on Modern CPUs.
CoRR
Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Yifan Zhu, Wenchao Zhou
2025 J jnl
Accelerating Graph Indexing for ANNS on Modern CPUs.
Proc. ACM Manag. Data
Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Yifan Zhu, Wenchao Zhou
2025 J jnl
Accelerating High-Dimensional Nearest Neighbor Search with Dynamic Query Preference.
CoRR
Yunjun Gao, Ruijie Zhao, Zhonggen Li, Baihua Zheng, Yifan Zhu, Zhaoqing Chen
2025 J jnl
All-in-one Graph-based Indexing for Hybrid Search on GPUs.
CoRR
Zhonggen Li, Yougen Li, Yifan Zhu, Zhaoqiang Chen, Yunjun Gao
2025 J jnl
Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search.
CoRR
Mengzhao Wang, Boyu Tan, Yunjun Gao, Hai Jin, Yingfeng Zhang, Xiangyu Ke, Xiaoliang Xu, Yifan Zhu
2025 J jnl
DIMS: Distributed Index for Similarity Search in Metric Spaces.
IEEE Trans. Knowl. Data Eng.
Yifan Zhu, Chengyang Luo, Tang Qian, Lu Chen, Yunjun Gao, Baihua Zheng
2025 A* conf
Efficient $\eta$-Threshold Maintenance in Dynamic Uncertain Graphs.
ICDE
Yu Chen, Qing Liu, Yifan Zhu, Yunjun Gao
2025 J jnl
Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration.
CoRR
Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Feifei Li
2025 A* conf
HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores.
ICDE
Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Yaofeng Tu
2025 J jnl
MontePrep: Monte-Carlo-Driven Automatic Data Preparation without Target Data Instances.
CoRR
Congcong Ge, Yachuan Liu, Yixuan Tang, Yifan Zhu, Yaofeng Tu, Yunjun Gao
2025 J jnl
OneDB: A Distributed Multi-Metric Data Similarity Search System.
CoRR
Tang Qian, Yifan Zhu, Lu Chen, Xiangyu Ke, Jingwen Zhao, Tianyi Li, Yunjun Gao, Christian S. Jensen
2025 J jnl
Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search.
CoRR
Zhonggen Li, Xiangyu Ke, Yifan Zhu, Bocheng Yu, Baihua Zheng, Yunjun Gao
2025 J jnl
Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search.
Proc. ACM Manag. Data
Zhonggen Li, Xiangyu Ke, Yifan Zhu, Bocheng Yu, Baihua Zheng, Yunjun Gao
2025 A* conf
scRAG: an Efficient Retrieval Augmented Generation System for scRNA-seq Data Analysis.
ICDE
Yuren Mao, Yifan Zhu, Qing Liu, Peigen Liu, Haoran Yu, Yunjun Gao
2024 J jnl
DIMS: Distributed Index for Similarity Search in Metric Spaces.
CoRR
Yifan Zhu, Chengyang Luo, Tang Qian, Lu Chen, Yunjun Gao, Baihua Zheng
2024 J jnl
GTI: Graph-based Tree Index with Logarithm Updates for Nearest Neighbor Search in High-Dimensional Spaces.
Proc. VLDB Endow.
Ruiyao Ma, Yifan Zhu, Baihua Zheng, Lu Chen, Congcong Ge, Yunjun Gao
2024 J jnl
GTS: GPU-based Tree Index for Fast Similarity Search.
CoRR
Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao
2024 J jnl
GTS: GPU-based Tree Index for Fast Similarity Search.
Proc. ACM Manag. Data
Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao
2024 J jnl
HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores.
CoRR
Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Yaofeng Tu
2024 A* conf
HJG: An Effective Hierarchical Joint Graph for ANNS in Multi-Metric Spaces.
ICDE
Yifan Zhu, Lu Chen, Yunjun Gao, Ruiyao Ma, Baihua Zheng, Jingwen Zhao
2024 J jnl
MCR-Tree: An Efficient Index for Multi-dimensional Core Search.
Proc. ACM Manag. Data
Chengyang Luo, Yifan Zhu, Qing Liu, Yunjun Gao, Lu Chen, Jianliang Xu
2023 J jnl
Indexing Metric Spaces for Exact Similarity Search.
ACM Comput. Surv.
Lu Chen, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu, Xiaoye Miao, Christian S. Jensen
2022 J jnl
DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric Spaces.
Proc. VLDB Endow.
Yifan Zhu, Lu Chen, Yunjun Gao, Baihua Zheng, Pengfei Wang
2022 J jnl
Pivot selection algorithms in metric spaces: a survey and experimental study.
VLDB J.
Yifan Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen
2020 A* conf
VAC: Vertex-Centric Attributed Community Search.
ICDE
Qing Liu, Yifan Zhu, Minjun Zhao, Xin Huang, Jianliang Xu, Yunjun Gao
2018 J jnl
PTRider: A Price-and-Time-Aware Ridesharing System.
Proc. VLDB Endow.
Lu Chen, Yunjun Gao, Zixian Liu, Xiaokui Xiao, Christian S. Jensen, Yifan Zhu