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Computer Science

D-Index
49
Citations
8194
World Ranking
5954
National Ranking
791

Overview

Man Lung Yiu is affiliated with Hong Kong Polytechnic University in China and has focused their research within the field of Computer Science. Their subfields of study include Signal Processing, Artificial Intelligence, Computer Networks and Communications, Computer Vision and Pattern Recognition, and Information Systems.

The main topics of Man Lung Yiu's research work encompass:

  • Data Management and Algorithms
  • Advanced Database Systems and Queries
  • Algorithms and Data Compression
  • Time Series Analysis and Forecasting
  • Topic Modeling
  • Bayesian Modeling and Causal Inference
  • Data Stream Mining Techniques

Man Lung Yiu's recent papers illustrate a focus on query processing, spatial data, and workload management in database systems. Their publications include:

  • Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation (2023), Proceedings of the ACM on Management of Data
  • Efficient Algorithms for Kernel Aggregation Queries (2020), IEEE Transactions on Knowledge and Data Engineering
  • On discovering motifs and frequent patterns in spatial trajectories with discrete Fréchet distance (2021), GeoInformatica
  • GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive (2022), Proceedings of the 2022 International Conference on Management of Data
  • PAW: Data Partitioning Meets Workload Variance (2022), 2022 IEEE 38th International Conference on Data Engineering (ICDE)

Frequent publication venues for Man Lung Yiu include arXiv (Cornell University), Proceedings of the ACM on Management of Data, IEEE Transactions on Knowledge and Data Engineering, Proceedings of the 2022 International Conference on Management of Data, and the 2022 IEEE 38th International Conference on Data Engineering (ICDE).

The scientist has collaborated regularly with several coauthors, including:

  • Bo Tang
  • Tsz Nam Chan
  • Jiahao Zhang
  • Qiaomu Shen
  • Zhengxin You

Best Publications

  • SpaceTwist: Managing the Trade-Offs Among Location Privacy, Query Performance, and Query Accuracy in Mobile Services

    Man Lung Yiu;C.S. Jensen;Xuegang Huang;Hua Lu

  • Discovery of convoys in trajectory databases

    Hoyoung Jeung;Man Lung Yiu;Xiaofang Zhou;Christian S. Jensen

  • Group-by skyline query processing in relational engines

    Ming-Hay Luk;Man Lung Yiu;Eric Lo

  • PAD: privacy-area aware, dummy-based location privacy in mobile services

    Hua Lu;Christian S. Jensen;Man Lung Yiu

  • Continuous nearest neighbor monitoring in road networks

    Kyriakos Mouratidis;Man Lung Yiu;Dimitris Papadias;Nikos Mamoulis

  • Aggregate nearest neighbor queries in road networks

    M.L. Yiu;N. Mamoulis;D. Papadias

  • Efficient processing of top- k dominating queries on multi-dimensional data

    Man Lung Yiu;Nikos Mamoulis

  • Efficient continuously moving top-k spatial keyword query processing

    Dingming Wu;Man Lung Yiu;Christian S. Jensen;Gao Cong

  • Spatial keyword querying

    Xin Cao;Lisi Chen;Gao Cong;Christian S. Jensen

  • Path prediction and predictive range querying in road network databases

    Hoyoung Jeung;Man Lung Yiu;Xiaofang Zhou;Christian S. Jensen

  • Clustering objects on a spatial network

    Man Lung Yiu;Nikos Mamoulis

  • Joint Top-K Spatial Keyword Query Processing

    Dingming Wu;Man Lung Yiu;Gao Cong;Christian S. Jensen

  • Reverse Nearest Neighbor Search in Metric Spaces

    Yufei Tao;Man Lung Yiu;Nikos Mamoulis

  • Reverse nearest neighbors in large graphs

    Man Lung Yiu;Dimitris Papadias;Nikos Mamoulis;Yufei Tao

  • The Bdual-Tree: indexing moving objects by space filling curves in the dual space

    Man Lung Yiu;Yufei Tao;Nikos Mamoulis

  • Enabling search services on outsourced private spatial data

    Man Lung Yiu;Gabriel Ghinita;Christian S. Jensen;Panos Kalnis

  • Top-k Spatial Preference Queries

    Man Lung Yiu;Xiangyuan Dai;N. Mamoulis;M. Vaitis

  • Multi-dimensional top-k dominating queries

    Man Lung Yiu;Nikos Mamoulis

  • Efficient top-k aggregation of ranked inputs

    Nikos Mamoulis;Man Lung Yiu;Kit Hung Cheng;David W. Cheung

  • Private and Flexible Proximity Detection in Mobile Social Networks

    Laurynas iknys;Jeppe Rishede Thomsen;Simonas altenis;Man Lung Yiu

Frequent Co-Authors

Nikos Mamoulis
Nikos Mamoulis University of Ioannina
Christian S. Jensen
Christian S. Jensen Aalborg University
Hua Lu
Hua Lu Aalborg University
Yufei Tao
Yufei Tao Chinese University of Hong Kong
Reynold Cheng
Reynold Cheng University of Hong Kong
Dimitris Papadias
Dimitris Papadias Hong Kong University of Science and Technology
Kien A. Hua
Kien A. Hua University of Central Florida
Gao Cong
Gao Cong Nanyang Technological University
Panos Kalnis
Panos Kalnis King Abdullah University of Science and Technology
Jiannong Cao
Jiannong Cao Hong Kong Polytechnic University

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