Dr Zheng Baihua (郑白桦)

Dr Zheng Baihua (郑白桦)

Singapore Management University

H-index: 43

Asia-Singapore

About Dr Zheng Baihua (郑白桦)

Dr Zheng Baihua (郑白桦), With an exceptional h-index of 43 and a recent h-index of 25 (since 2020), a distinguished researcher at Singapore Management University, specializes in the field of Spatial database, mobile computing, big data analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Trajectory set Empowered Hypergraph Transformer for Mobile Sensor Based Traffic Prediction

Modeling Route Representation With Mixed-Scale Hierarchical Transformer

GTS: GPU-based Tree Index for Fast Similarity Search

Ldptrace: Locally differentially private trajectory synthesis

Closest Pairs Search Over Data Stream

Cross-source Data Error Detection Approach Based on Federated Learning.

CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution

Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach

Dr Zheng Baihua (郑白桦) Information

University

Position

Professor of School of Computing and Information Systems

Citations(all)

6576

Citations(since 2020)

2545

Cited By

4962

hIndex(all)

43

hIndex(since 2020)

25

i10Index(all)

113

i10Index(since 2020)

64

Email

University Profile Page

Singapore Management University

Google Scholar

View Google Scholar Profile

Dr Zheng Baihua (郑白桦) Skills & Research Interests

Spatial database

mobile computing

big data analytics

Top articles of Dr Zheng Baihua (郑白桦)

Title

Journal

Author(s)

Publication Date

Trajectory set Empowered Hypergraph Transformer for Mobile Sensor Based Traffic Prediction

Hanyuan Zhang

Xinyu Zhang

Qize Jiang

Liang Li

Baihua Zheng

...

2024/4/14

Modeling Route Representation With Mixed-Scale Hierarchical Transformer

Hanyuan Zhang

Yuqi Chen

Xinyu Zhang

Qize Jiang

Liang Li

...

2024/4/14

GTS: GPU-based Tree Index for Fast Similarity Search

arXiv preprint arXiv:2404.00966

Yifan Zhu

Ruiyao Ma

Baihua Zheng

Xiangyu Ke

Lu Chen

...

2024/4/1

Ldptrace: Locally differentially private trajectory synthesis

Proceedings of the VLDB Endowment

Yuntao Du

Yujia Hu

Zhikun Zhang

Ziquan Fang

Lu Chen

...

2023/4/1

Closest Pairs Search Over Data Stream

Proceedings of the ACM on Management of Data

Rui Zhu

Bin Wang

Xiaochun Yang

Baihua Zheng

2023/11/13

Cross-source Data Error Detection Approach Based on Federated Learning.

International Journal of Software & Informatics

Lu Chen

Yuxiang Guo

Congcong Ge

Baihua Zheng

Yunjun Gao

2023/1/1

CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution

Yuxiang Guo

Lu Chen

Zhengjie Zhou

Baihua Zheng

Ziquan Fang

...

2023/8/6

Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach

Data Mining and Knowledge Discovery

Chen Zhang

Baihua Zheng

Fugee Tsung

2023/5

MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card Data

Janaka Brahmanage

Thivya Kandappu

Baihua Zheng

2023/4/3

Rntrajrec: Road network enhanced trajectory recovery with spatial-temporal transformer

Yuqi Chen

Hanyuan Zhang

Weiwei Sun

Baihua Zheng

2023/4/3

Spatial Data Management for Green Mobility

Christophe Claramunt

Christine Bassem

Demetrios Zeinalipour-Yazti

Baihua Zheng

Goce Trajcevski

...

2023/11/13

Adaptive Structural Similarity Preserving for Unsupervised Cross Modal Hashing

arXiv e-prints

Liang Li

Baihua Zheng

Weiwei Sun

2022/7

DESIRE: an efficient dynamic cluster-based forest indexing for similarity search in multi-metric spaces

Proceedings of the VLDB Endowment

Yifan Zhu

Lu Chen

Yunjun Gao

Baihua Zheng

Pengfei Wang

2022/6/1

Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method

arXiv preprint arXiv:2204.12190

Qize Jiang

Minhao Qin

Shengmin Shi

Weiwei Sun

Baihua Zheng

2022/4/26

Segment-wise time-varying dynamic Bayesian network with graph regularization

ACM Transactions on Knowledge Discovery from Data (TKDD)

Xing Yang

Chen Zhang

Baihua Zheng

2022/9/8

HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation

Yuntao Du

Xinjun Zhu

Lu Chen

Baihua Zheng

Yunjun Gao

2022/4/11

Self-guided learning to denoise for robust recommendation

Yunjun Gao

Yuntao Du

Yujia Hu

Lu Chen

Xinjun Zhu

...

2022/7/6

A Data-driven Approach for Scheduling Bus Services Subject To Demand Constraints

IEEE Transactions on Knowledge and Data Engineering

Janaka Brahmanage

Thivya Kandappu

Baihua Zheng

2022/7/4

DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition

Keyu Yang

Yunjun Gao

Yifeng Shen

Baihua Zheng

Lu Chen

2021/4/19

LargeEA: Aligning Entities for Large-scale Knowledge Graphs

arXiv preprint arXiv:2108.05211

Congcong Ge

Xiaoze Liu

Lu Chen

Baihua Zheng

Yunjun Gao

2021/8

See List of Professors in Dr Zheng Baihua (郑白桦) University(Singapore Management University)

Co-Authors

H-index: 73
Wang-Chien Lee

Wang-Chien Lee

Penn State University

H-index: 58
Jianliang Xu (徐建良)

Jianliang Xu (徐建良)

Hong Kong Baptist University

H-index: 38
Xiaochun Yang

Xiaochun Yang

Northeastern University, China

H-index: 34
Yunjun Gao

Yunjun Gao

Zhejiang University

H-index: 33
Dr Pang Hwee Hwa _

Dr Pang Hwee Hwa _

Singapore Management University

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