2025
Spatial Meta Learning With Comprehensive Prior Knowledge Injection for Service Time Prediction.
IEEE Trans. Knowl. Data Eng., February, 2025

Highly improve the accuracy of clustering algorithms based on shortest path distance.
Inf. Sci., 2025

2024
Coresets for fast causal discovery with the additive noise model.
Pattern Recognit., April, 2024

DWCL: Dual-Weighted Contrastive Learning for Multi-View Clustering.
CoRR, 2024

DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
HANM: Hierarchical Additive Noise Model for Many-to-One Causality Discovery.
IEEE Trans. Knowl. Data Eng., December, 2023

A novel open-set clustering algorithm.
Inf. Sci., November, 2023

How to improve the accuracy of clustering algorithms.
Inf. Sci., May, 2023

Causal Discovery via Causal Star Graphs.
ACM Trans. Knowl. Discov. Data, 2023

Density Ratio Peak Clustering.
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

2021
Extreme clustering - A clustering method via density extreme points.
Inf. Sci., 2021

<i>HIBOG</i>: Improving the clustering accuracy by ameliorating dataset with gravitation.
Inf. Sci., 2021

2018
δ-Open set clustering - A new topological clustering method.
WIREs Data Mining Knowl. Discov., 2018

Clustering by differencing potential of data field.
Computing, 2018