Yifan Zhu

According to our database, Yifan Zhu authored at least 19 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search.

Zhonggen Li, Xiangyu Ke, Yifan Zhu, Bocheng Yu, Baihua Zheng, Yunjun Gao

CoRR, August, 2025

Accelerating High-Dimensional Nearest Neighbor Search with Dynamic Query Preference.

Yunjun Gao, Ruijie Zhao, Zhonggen Li, Baihua Zheng, Yifan Zhu, Zhaoqing Chen

CoRR, August, 2025

Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search.

Mengzhao Wang, Boyu Tan, Yunjun Gao, Hai Jin, Yingfeng Zhang, Xiangyu Ke, Xiaoliang Xu, Yifan Zhu

CoRR, August, 2025

OneDB: A Distributed Multi-Metric Data Similarity Search System.

Tang Qian, Yifan Zhu, Lu Chen, Xiangyu Ke, Jingwen Zhao, Tianyi Li, Yunjun Gao, Christian S. Jensen

CoRR, July, 2025

Accelerating Graph Indexing for ANNS on Modern CPUs.

Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Yifan Zhu, Wenchao Zhou

Proc. ACM Manag. Data, June, 2025

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration.

Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Feifei Li

CoRR, May, 2025

DIMS: Distributed Index for Similarity Search in Metric Spaces.

Yifan Zhu, Chengyang Luo, Tang Qian, Lu Chen, Yunjun Gao, Baihua Zheng

IEEE Trans. Knowl. Data Eng., January, 2025

scRAG: an Efficient Retrieval Augmented Generation System for scRNA-seq Data Analysis.

Yuren Mao, Yifan Zhu, Qing Liu, Peigen Liu, Haoran Yu, Yunjun Gao

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores.

Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Yaofeng Tu

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

Efficient $\eta$-Threshold Maintenance in Dynamic Uncertain Graphs.

Yu Chen, Qing Liu, Yifan Zhu, Yunjun Gao

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

GTI: Graph-based Tree Index with Logarithm Updates for Nearest Neighbor Search in High-Dimensional Spaces.

Ruiyao Ma, Yifan Zhu, Baihua Zheng, Lu Chen, Congcong Ge, Yunjun Gao

Proc. VLDB Endow., December, 2024

GTS: GPU-based Tree Index for Fast Similarity Search.

Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao

Proc. ACM Manag. Data, 2024

MCR-Tree: An Efficient Index for Multi-dimensional Core Search.

Chengyang Luo, Yifan Zhu, Qing Liu, Yunjun Gao, Lu Chen, Jianliang Xu

Proc. ACM Manag. Data, 2024

HJG: An Effective Hierarchical Joint Graph for ANNS in Multi-Metric Spaces.

Yifan Zhu, Lu Chen, Yunjun Gao, Ruiyao Ma, Baihua Zheng, Jingwen Zhao

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Indexing Metric Spaces for Exact Similarity Search.

Lu Chen, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu, Xiaoye Miao, Christian S. Jensen

ACM Comput. Surv., 2023

2022

Pivot selection algorithms in metric spaces: a survey and experimental study.

Yifan Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen

VLDB J., 2022

DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric Spaces.

Yifan Zhu, Lu Chen, Yunjun Gao, Baihua Zheng, Pengfei Wang

Proc. VLDB Endow., 2022

2020

VAC: Vertex-Centric Attributed Community Search.

Qing Liu, Yifan Zhu, Minjun Zhao, Xin Huang, Jianliang Xu, Yunjun Gao

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2018

PTRider: A Price-and-Time-Aware Ridesharing System.

Lu Chen, Yunjun Gao, Zixian Liu, Xiaokui Xiao, Christian S. Jensen, Yifan Zhu

Proc. VLDB Endow., 2018