Publications

** indicates that author names or major contributors are listed in alphabetical order. My full publication list is also available on Google Scholar.

2026

Wenfei Fan, Yixuan Luo, Ping Lu, Xiaoke Zhu**

Enumerating Graph Pattern Matches with ML Oracles

SIGMOD'26 The 2026 ACM Conference on Management of Data

2025

Wenchao Bai, Wenfei Fan, Shuhao Liu, Kehan Pang, Xiaoke Zhu**, Jiahui Jin

GPU-Accelerated Graph Cleaning with a Single Machine

SIGMOD'25 The 2025 ACM Conference on Management of Data

Yang Liu, Wenfei Fan, Shuhao Liu, Xiaoke Zhu, Jianxin Li

A Single Machine System for Querying Big Graphs with PRAM

VLDB'25 The 51th International Conference on Very Large Data Bases

Xiaoke Zhu, Min Xie, Ting Deng, Qi Zhang

HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs

VLDB'25 The 51th International Conference on Very Large Data Bases

2024

Xiaoke Zhu, Qi Zhang, Wei Zhou and Ling Liu

Deep Learning Service for Efficient Data Distribution Aware Sorting

BigData'24 The 12th International Conference on Big Data

2023

Xiaoke Zhu, Yang Liu, Shuhao Liu, and Wenfei Fan

MiniGraph: Querying Big Graphs with a Single Machine

VLDB'23 The 49th International Conference on Very Large Data Bases

2022

Ting Deng, Wenfei Fan, Ping Lu, Xiaomeng Luo, Xiaoke Zhu**, and Wanhe An

Deep and Collective Entity Resolution in Parallel

ICDE'22 The 38th International Conference on Data Engineering

2021

Xiaoke Zhu, Qi Zhang, Taining Cheng, Ling Liu, Wei Zhou, and Jing He

DLB: Deep Learning Based Load Balancing

IEEE CLOUD'21 The 14th International Conference on Cloud Computing

PhD Dissertation

Research on Efficient Large-Scale Graph Data Querying Technologies for Single-Machine Systems

A thesis submitted for the Degree of Doctor of Philosophy to Beihang University