publications

2024

1. Multi-Source Shortest Path Query With Assembly Points on Large Graphs

   Dian Ouyang , Zhuoran Wang , Fan Zhang , Shiyu Yang, Jianye Yang , and Xuemin Lin

   IEEE Transactions on Knowledge and Data Engineering, 2024
2. Efficient Learning-based Top-k Representative Similar Subtrajectory Query

   Kunming Wang , Shiyu Yang, Jiabao Jin , Peng Cheng , Jianye Yang , and Xuemin Lin

   In 2024 IEEE 40th International Conference on Data Engineering (ICDE) , 2024
3. BigSet: An Efficient Set Intersection Approach

   Shiding Zhang , Jianye Yang , Wenjie Zhang , Shiyu Yang, Ying Zhang , and Xuemin Lin

   IEEE Transactions on Knowledge and Data Engineering, 2024
4. Task Assignment Framework for Online Car-Hailing Systems With Electric Vehicles

   Wangze Ni , Peng Cheng , Lei Chen , and Shiyu Yang

   IEEE Transactions on Knowledge and Data Engineering, 2024

2023

1. Efficient Maximal Biclique Enumeration on Large Uncertain Bipartite Graphs

   Jianhua Wang , Jianye Yang , Ziyi Ma , Chengyuan Zhang , Shiyu Yang, and Wenjie Zhang

   IEEE Transactions on Knowledge and Data Engineering, 2023
2. Learning Accurate Label-Specific Features From Partially Multilabeled Data

   Tiantian Xu , Yuanyuan Xu , Shiyu Yang, Binghao Li , and Wenjie Zhang

   IEEE Transactions on Neural Networks and Learning Systems, 2023
3. Size-constrained community search on large networks: An effective and efficient solution

   Fan Zhang , Haicheng Guo , Dian Ouyang , Shiyu Yang, Xuemin Lin , and Zhihong Tian

   IEEE Transactions on Knowledge and Data Engineering, 2023
4. Hop-constrained ST simple path enumeration on large dynamic graphs

   Jiujing Zhang , Shiyu Yang, Dian Ouyang , Fan Zhang , Xuemin Lin , and Long Yuan

   In 2023 IEEE 39th International Conference on Data Engineering (ICDE) , 2023
5. High-Ratio Compression for Machine-Generated Data

   Jiujing Zhang , Zhitao Shen , Shiyu Yang, Lingkai Meng , Chuan Xiao , Wei Jia , Yue Li , Qinhui Sun , Wenjie Zhang , and Xuemin Lin

   Proceedings of the ACM on Management of Data, 2023

2022

1. Discovering key users for defending network structural stability

   Fan Zhang , Jiadong Xie , Kai Wang , Shiyu Yang, and Yu Jiang

   World Wide Web, 2022
2. Influence computation for indoor spatial objects

   Yue Li , Guojie Ma , Shiyu Yang, Liping Wang , and Jiujing Zhang

   In International Conference on Database Systems for Advanced Applications , 2022
3. Index-based structural clustering on directed graphs

   Lingkai Meng , Long Yuan , Zi Chen , Xuemin Lin , and Shiyu Yang

   In 2022 IEEE 38th International Conference on Data Engineering (ICDE) , 2022
4. Learning hypersphere for few-shot anomaly detection on attributed networks

   Qiuyu Guo , Xiang Zhao , Yang Fang , Shiyu Yang, Xuemin Lin , and Dian Ouyang

   In Proceedings of the 31st ACM International Conference on Information & Knowledge Management , 2022

2021

1. Pefp: Efficient k-hop constrained st simple path enumeration on fpga

   Zhengmin Lai , You Peng , Shiyu Yang, Xuemin Lin , and Wenjie Zhang

   In 2021 IEEE 37th International Conference on Data Engineering (ICDE) , 2021
2. Fast: Fpga-based subgraph matching on massive graphs

   Xin Jin , Zhengyi Yang , Xuemin Lin , Shiyu Yang, Lu Qin , and You Peng

   In 2021 IEEE 37th international conference on data engineering (ICDE) , 2021
3. Indoorviz: A demonstration system for indoor spatial data management

   Yue Li , Shiyu Yang, Muhammad Aamir Cheema , Zhou Shao , and Xuemin Lin

   In Proceedings of the 2021 International Conference on Management of Data , 2021

2020

1. Efficiently processing spatial and keyword queries in indoor venues

   Zhou Shao , Muhammad Aamir Cheema , David Taniar , Hua Lu , and Shiyu Yang

   IEEE Transactions on Knowledge and Data Engineering, 2020
2. Point-of-Interest Demand Discovery Using Semantic Trajectories

   Ying Jin , Guojie Ma , Shiyu Yang, and Long Yuan

   In Database Systems for Advanced Applications: 25th International Conference, DASFAA 2020, Jeju, South Korea, September 24–27, 2020, Proceedings, Part II 25 , 2020

2019

1. Towards efficient k-tripeak decomposition on large graphs

   Xudong Wu , Long Yuan , Xuemin Lin , Shiyu Yang, and Wenjie Zhang

   In Database Systems for Advanced Applications: 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part I 24 , 2019

2018

1. Efficient set containment join

   Jianye Yang , Wenjie Zhang , Shiyu Yang, Ying Zhang , Xuemin Lin , and Long Yuan

   The VLDB Journal, 2018

2017

1. Reverse k nearest neighbors queries and spatial reverse top-k queries

   Shiyu Yang, Muhammad Aamir Cheema , Xuemin Lin , Ying Zhang , and Wenjie Zhang

   The VLDB Journal, 2017
2. $\backslashmathsf {pSCAN} $: fast and exact structural graph clustering

   Lijun Chang , Wei Li , Lu Qin , Wenjie Zhang , and Shiyu Yang

   IEEE Transactions on Knowledge and Data Engineering, 2017
3. Tt-join: Efficient set containment join

   Jianye Yang , Wenjie Zhang , Shiyu Yang, Ying Zhang , and Xuemin Lin

   In 2017 IEEE 33rd International Conference on Data Engineering (ICDE) , 2017
4. Reverse approximate nearest neighbor queries

   Arif Hidayat , Shiyu Yang, Muhammad Aamir Cheema , and David Taniar

   IEEE Transactions on Knowledge and Data Engineering, 2017

2016

1. Scalable distributed subgraph enumeration

   Longbin Lai , Lu Qin , Xuemin Lin , Ying Zhang , Lijun Chang , and Shiyu Yang

   Proceedings of the VLDB Endowment, 2016

2015

1. Reverse k nearest neighbors query processing: experiments and analysis

   Shiyu Yang, Muhammad Aamir Cheema , Xuemin Lin , and Wei Wang

   Proceedings of the VLDB Endowment, 2015
2. Impact set: Computing influence using query logs

   Shiyu Yang, Muhammad Aamir Cheema , and Xuemin Lin

   The Computer Journal, 2015

2014

1. SLICE: reviving regions-based pruning for reverse k nearest neighbors queries

   Shiyu Yang, Muhammad Aamir Cheema , Xuemin Lin , and Ying Zhang

   In 2014 IEEE 30th International Conference on Data Engineering , 2014

   Bib

   @inproceedings{yang2014slice,
     title = {SLICE: reviving regions-based pruning for reverse k nearest neighbors queries},
     author = {Yang, Shiyu and Cheema, Muhammad Aamir and Lin, Xuemin and Zhang, Ying},
     booktitle = {2014 IEEE 30th International Conference on Data Engineering},
     pages = {760--771},
     year = {2014},
     organization = {IEEE}
   }