Publications
** indicates that author names or major contributors are listed in alphabetical order. My full publication list is also available on Google Scholar.
2026
Enumerating Graph Pattern Matches with ML Oracles
SIGMOD'26 The 2026 ACM Conference on Management of Data
2025
GPU-Accelerated Graph Cleaning with a Single Machine
SIGMOD'25 The 2025 ACM Conference on Management of Data
A Single Machine System for Querying Big Graphs with PRAM
VLDB'25 The 51th International Conference on Very Large Data Bases
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs
VLDB'25 The 51th International Conference on Very Large Data Bases
2024
Deep Learning Service for Efficient Data Distribution Aware Sorting
BigData'24 The 12th International Conference on Big Data
2023
MiniGraph: Querying Big Graphs with a Single Machine
VLDB'23 The 49th International Conference on Very Large Data Bases
2022
Deep and Collective Entity Resolution in Parallel
ICDE'22 The 38th International Conference on Data Engineering
2021
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
