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Computer Science

D-Index
44
Citations
6824
World Ranking
7663
National Ranking
101

Overview

Baihua Zheng is affiliated with Singapore Management University in Singapore. Their research contributions are primarily within the fields of Computer Science and Engineering, with a strong focus on Artificial Intelligence, Transportation, Computer Vision and Pattern Recognition, Signal Processing, and Building and Construction.

The main topics covered in their work include Traffic Prediction and Management Techniques, Transportation Planning and Optimization, Data Management and Algorithms, Human Mobility and Location-Based Analysis, Advanced Image and Video Retrieval Techniques, Advanced Graph Neural Networks, and Topic Modeling.

Baihua Zheng has published extensively across several venues. Frequent publication outlets include:

  • arXiv (Cornell University)
  • IEEE Transactions on Knowledge and Data Engineering
  • Proceedings of the VLDB Endowment
  • Proceedings of the ACM on Management of Data
  • Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Some of their recent papers are:

  • "A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges" (2020), IEEE Transactions on Knowledge and Data Engineering
  • "Self-Guided Learning to Denoise for Robust Recommendation" (2022), Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
  • "LDPTrace: Locally Differentially Private Trajectory Synthesis" (2023), Proceedings of the VLDB Endowment
  • "HAKG" (2022), Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
  • "DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories" (2020), Proceedings of the AAAI Conference on Artificial Intelligence

Frequent co-authors collaborating with Baihua Zheng include:

  • Yunjun Gao
  • Lu Chen
  • Congcong Ge
  • Zhifeng Bao
  • Weiwei Sun

This profile summarizes the research domains, publication history, collaboration network, and thematic focus areas of Baihua Zheng, reflecting a multidisciplinary interest in AI-driven methods applied to transportation and data management challenges.

Best Publications

  • IR-Tree: An Efficient Index for Geographic Document Search

    Zhisheng Li;Ken C K Lee;Baihua Zheng;Wang-Chien Lee

  • A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges

    David Alexander Tedjopurnomo;Zhifeng Bao;Baihua Zheng;Farhana Choudhury

  • Data management in location-dependent information services

    Dik Lun Lee;Jianliang Xu;Baihua Zheng;Wang-Chien Lee

  • Approaching the skyline in Z order

    Ken C. K. Lee;Baihua Zheng;Huajing Li;Wang-Chien Lee

  • Cache invalidation and replacement strategies for location-dependent data in mobile environments

    Baihua Zheng;Jianliang Xu;D.L. Lee

  • Semantic Caching in Location-Dependent Query Processing

    Baihua Zheng;Dik Lun Lee

  • PRESS: a novel framework of trajectory compression in road networks

    Renchu Song;Weiwei Sun;Baihua Zheng;Yu Zheng

  • DEEPTRAVEL: A neural network based travel time estimation model with auxiliary supervision

    Hanyuan Zhang;Hao Wu;Weiwei Sun;Baihua Zheng

  • Grid-partition index: a hybrid method for nearest-neighbor queries in wireless location-based services

    Baihua Zheng;Jianliang Xu;Wang-Chien Lee;Lun Lee

  • Modeling trajectories with recurrent neural networks

    Hao Wu;Ziyang Chen;Weiwei Sun;Baihua Zheng

  • Spatial queries in wireless broadcast systems

    Baihua Zheng;Wang-Chien Lee;Dik Lun Lee

  • ROAD: A New Spatial Object Search Framework for Road Networks

    K. C. K. Lee;Wang-Chien Lee;Baihua Zheng;Yuan Tian

  • Energy efficient index for querying location-dependent data in mobile broadcast environments

    Jianliang Xu;Baibua Zheng;W.-C. Lee;Dik Lun Lee

  • Z-SKY: an efficient skyline query processing framework based on Z-order

    Ken C. Lee;Wang-Chien Lee;Baihua Zheng;Huajing Li

  • DSI: A Fully Distributed Spatial Index for Location-Based Wireless Broadcast Services

    Wang-Chien Lee;Baihua Zheng

  • Continuous obstructed nearest neighbor queries in spatial databases

    Yunjun Gao;Baihua Zheng

  • Proactive caching for spatial queries in mobile environments

    Haibo Hu;Jianliang Xu;Wing Sing Wong;B. Zheng

  • The D-tree: an index structure for planar point queries in location-based wireless services

    Jianliang Xu;B. Zheng;W.-C. Lee;Dik Lun Lee

  • Self-Guided Learning to Denoise for Robust Recommendation

    Unknown

  • Should We Use the Sample? Analyzing Datasets Sampled from Twitter’s Stream API

    Yazhe Wang;Jamie Callan;Baihua Zheng

  • TOSA: a near-optimal scheduling algorithm for multi-channel data broadcast

    Baihua Zheng;Xia Wu;Xing Jin;Dik Lun Lee

Frequent Co-Authors

Wang-Chien Lee
Wang-Chien Lee Pennsylvania State University
Yunjun Gao
Yunjun Gao Zhejiang University
Dik Lun Lee
Dik Lun Lee Hong Kong University of Science and Technology
Jianliang Xu
Jianliang Xu Hong Kong Baptist University
Qing Li
Qing Li Hong Kong Polytechnic University
Christian S. Jensen
Christian S. Jensen Aalborg University
Chun Chen
Chun Chen Zhejiang University
Bin Cui
Bin Cui Peking University
Xing Xie
Xing Xie Microsoft Research Asia (China)
Hanan Samet
Hanan Samet University of Maryland, College Park

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