Jieming Shi

Proc. ACM Manag. Data, February, 2024

Pulse Interval Optimization for Doppler Ambiguity Clutter Suppression in Missile-Borne STAP Radar.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2024

Effective Clustering on Large Attributed Bipartite Graphs.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

An Improved Music Algorithm Based on One-Bit Datas : One-Bit MMUSIC.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

BOURNE: Bootstrapped Self-Supervised Learning Framework for Unified Graph Anomaly Detection.

[BibT_eX]

[DOI]

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

Crowdsourcing Fraud Detection Over Heterogeneous Temporal MMMA Graph.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

PANE: scalable and effective attributed network embedding.

[BibT_eX]

[DOI]

VLDB J., November, 2023

Exponential Information Bottleneck Theory Against Intra-Attribute Variations for Pedestrian Attribute Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

EmbedX: A Versatile, Efficient and Scalable Platform to Embed Both Graphs and High-Dimensional Sparse Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Effective and Efficient Route Planning Using Historical Trajectories on Road Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation.

[BibT_eX]

[DOI]

Yiran Li

Renchi Yang

Proc. ACM Manag. Data, 2023

Effective stabilized self-training on few-labeled graph data.

[BibT_eX]

[DOI]

Inf. Sci., 2023

A Summary of ICDE 2022 Research Session Panels.

[BibT_eX]

[DOI]

Eleni Tzirita Zacharatou

Sibo Wang

Xiao Wang

Xue Wang

Raymond Chi-Wing Wong

IEEE Data Eng. Bull., 2023

SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Zhihao Ding

CoRR, 2023

Effective Multi-Graph Neural Networks for Illicit Account Detection on Cryptocurrency Transaction Networks.

[BibT_eX]

[DOI]

CoRR, 2023

LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SlotGAT: Slot-based Message Passing for Heterogeneous Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Multi-task Learning for Recommendation over Heterogeneous Information Network (Extended abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Anomaly Detection in Financial Transactions Via Graph-Based Feature Aggregations.

[BibT_eX]

[DOI]

Hewen Wang

Renchi Yang

Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

2022

Multi-Task Learning for Recommendation Over Heterogeneous Information Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

No PANE, No Gain: Scaling Attributed Network Embedding in a Single Server.

[BibT_eX]

[DOI]

SIGMOD Rec., 2022

Scalable and Effective Bipartite Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Example-based Spatial Search at Scale.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Effective and Scalable Clustering on Massive Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

MOTS: Minimax Optimal Thompson Sampling.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Top-k Closest Pair Queries over Spatial Knowledge Graph.

[BibT_eX]

[DOI]

Fangwei Wu

Xike Xie

Proceedings of the Database Systems for Advanced Applications, 2021

2020

Top-k relevant semantic place retrieval on spatiotemporal RDF data.

[BibT_eX]

[DOI]

VLDB J., 2020

Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Scaling Attributed Network Embedding to Massive Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

2019

Realtime Top-k Personalized PageRank over Large Graphs on GPUs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Homogeneous Network Embedding for Massive Graphs via Personalized PageRank.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Pure Exploration in Adaptive Round model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Density-Based Place Clustering Using Geo-Social Network Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

2016

Textually Relevant Spatial Skylines.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Top-k Relevant Semantic Place Retrieval on Spatial RDF Data.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

2015

Queries and analysis tasks on semantically rich spatial data.

[BibT_eX]

[DOI]

PhD thesis, 2015

Clustering in Geo-Social Networks.

[BibT_eX]

[DOI]