Jianye YANG, PhD UNSW

Professor
Cyberspace Institute of Advanced Technology, Guangzhou University, China
Tel: +86 138 2335 8708
Email: jyyang at gzhu.edu.cn

Short Biography

Jianye YANG (杨建业) is currently a professor at the Cyberspace Institute of Advanced Technology, Guangzhou University, China. During 2019-2021, he was an associate professor in Hunan University. During 2017-2019, he was a senior data engineer in Alibaba Group. In 2017, he got PhD of Computer Science and Engineering, the University of New South Wales (UNSW), Australia, under the supervision of Prof. Xuemin Lin and Prof. Wenjie Zhang. Prior to that, he got his Bachelor’s Degree and Master’s Degreee at Xidian University in 2010 and 2013, respectively.

Jianye’s research interests include large graph data analytics and data similarity query processing.

Selected Publications (* indicates Corresponding Author)

• Bigset: An Efficient Set Intersection Approach
  Shiding Zhang, Jianye Yang*, Wenjie Zhang, Shiyu Yang, Ying Zhang, Xuemin Lin
  IEEE TKDE 2024, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• TC-Match: Fast Time-constrained Continuous Subgraph Matching
  Jianye Yang, Sheng Fang, Zhaoquan Gu, Ziyi Ma, Xuemin Lin, Zhihong Tian
  PVLDB 2024, International Conference on Very Large Data Bases (VLDB), CCF-A 会议

• Deep Learning Approaches for Similarity Computation: A Survey
  Peilun Yang, Hanchen Wang, Jianye Yang*, Zhengping Qian, Ying Zhang, Xuemin Lin
  IEEE TKDE 2024, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• Multi-Source Shortest Path Query with Assembly Points on Large Graphs
  Dian Ouyang, Zhuoran Wang, Fan Zhang, Shiyu Yang, Jianye Yang, Xuemin Lin
  IEEE TKDE 2024, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• Efficient Multi-query Oriented Continuous Subgraph Matching
  Ziyi Ma, Jianye Yang*, Xu Zhou, Guoqin Xiao, Jianhua Wang, Liang Yang, Kenli Li, Xuemin Lin
  ICDE 2024, IEEE International Conference on Data Engineering (ICDE), CCF-A 会议

• Efficient Learning-based Top-k Representative Similar Subtrajectory Query
  Kunming Wang, Shiyu Yang, Jiabao Jin, Peng Cheng, Jianye Yang, Xuemin Lin
  ICDE 2024, IEEE International Conference on Data Engineering (ICDE), CCF-A 会议

• Efficient Maximal Biclique Enumeration on Large Signed Bipartite Graphs
  Jianhua Wang, Jianye Yang*, Zhaoquan Gu, Dian Ouyang, Zhihong Tian, Xuemin Lin
  IEEE TKDE 2024, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• Efficient Regular Simple Path Queries under Transitive Restricted Expressions
  Qi Liang, Dian Ouyang, Fan Zhang, Jianye Yang, Xuemin Lin, Zhihong Tian
  PVLDB 2024, International Conference on Very Large Data Bases (VLDB), CCF-A 会议

• Efficient Maximal Biclique Enumeration on Large Uncertain Bipartite Graphs
  Jianhua Wang, Jianye Yang*, Ziyi Ma, Chengyuan Zhang, Shiyu Yang, Wenjie Zhang
  IEEE TKDE 2023, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• (p,q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs
  Jianye Yang, Yun Peng, Dian Ouyang, Wenjie Zhang, Xuemin Lin, Xiang Zhao
  VLDB Journal 2023, International Journal on Very Large Data Bases (VLDBJ), CCF-A 期刊

• Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases
  Yun Peng, Byron Choi, Tsz Nam Chan, Jianye Yang*, Jianliang Xu
  SIGMOD 2023, International Conference on Management of Data (SIGMOD), CCF-A 会议

• Efficient Maximum Edge-Weighted Biclique Search on Large Bipartite Graphs
  Jianhua Wang, Jianye Yang*, Chengyuan Zhang, Xuemin Lin
  IEEE TKDE 2023, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• (p,q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs
  Jianye Yang, Yun Peng, Wenjie Zhang
  PVLDB 2022, International Conference on Very Large Data Bases (VLDB), CCF-A 会议

• Top-k Tree Similarity Join
  Jianhua Wang, Jianye Yang*, Wenjie Zhang
  CIKM 2021, International Conference on Information and Knowledge Management, CCF-B 会议

• Fast k-NN Graph Construction by GPU based NN-Descent
  Hui Wang, Wan-Lei Zhao, Xiangxiang Zeng, Jianye Yang
  CIKM 2021, International Conference on Information and Knowledge Management, CCF-B 会议

• A Parameter-free Approach for Lossless Streaming Graph Summarization
  Ziyi Ma, Jianye Yang*, Kenli Li, Yuling Liu, Xu Zhou, Yikun Hu
  DASFAA 2021, Inter. Conf. on Database Systems for Advanced Applications, CCF-B 会议

• Efficient Maintenance for Maximal Bicliques in Bipartite Graph Streams
  Ziyi Ma, Yulin Liu, Yikun Hu, Jianye Yang*, Chubo Liu, Huadong Dai
  WWW Journal 2021, World Wide Web Journal (WWWJ), CCF-B 期刊

• Distributed Streaming Set Similarity Join
  Jianye Yang, Wenjie Zhang, Xiang Wang, Ying Zhang, Xuemin Lin
  ICDE 2020, IEEE International Conference on Data Engineering (ICDE), CCF-A 会议

• Efficient Maximal Balanced Clique Enumeration in Signed Networks
  Zi Chen, Long Yuan, Xuemin Lin, Lu Qin, Jianye Yang
  TheWebConf 2020, the Web Conference (TheWebConf), CCF-A 会议

• GQA_RDF: A Graph-based Approach towards Efficient SPARQL Query Answering
  Xi Wang, Qianzhen Zhang, Deke Guo, Xiang Zhao, Jianye Yang
  DASFAA 2020, Inter. Conf. on Database Systems for Advanced Applications, CCF-B 会议

• Cost Optimization Based on Influence and User Preference
  Jianye Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin
  KAIS 2019, Knowledge and Information System (KAIS), CCF-B 期刊

• Efficient Maximal Spatial Clique Enumeration
  Chen Zhang, Ying Zhang, Wenjie Zhang, Lu Qin, Jianye Yang*
  ICDE 2019, IEEE International Conference on Data Engineering (ICDE), CCF-A 会议

• Efficient Utilization of Missing Data in Cost-Sensitive Learning
  Xiaofeng Zhu, Jianye Yang, Chengyuan Zhang, Shichao Zhang
  IEEE TKDE 2019, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• Efficient Set Containment Join
  Jianye Yang, Wenjie Zhang, Shiyu Yang, Ying Zhang, Xuemin Lin, Long Yuan
  VLDB Journal 2018, International Journal on Very Large Data Bases (VLDBJ), CCF-A 期刊

• TT-Join: Efficient Set Containment Join
  Jianye Yang, Wenjie Zhang, Shiyu Yang, Ying Zhang, Xuemin Lin
  ICDE 2017, IEEE International Conference on Data Engineering (ICDE), CCF-A 会议

• Index-based Densest Clique Percolation Community Search in Networks
  Long Yuan, Lu Qin, Wenjie Zhang, Lijun Chang, Jianye Yang
  IEEE TKDE 2017, IEEE Transactions on Knowledge and Data Engineering (TKDE), CCF-A 期刊

• Influence Based Cost Optimization on User Preference
  Jianye Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin
  ICDE 2016, IEEE International Conference on Data Engineering (ICDE), CCF-A 会议

• Categorical Top-k Spatial Influence Query
  Jianye Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin
  WWW Journal 2016, World Wide Web Journal (WWWJ), CCF-B 期刊

• 动态网络模式挖掘方法及应用
  高琳, 杨建业, 覃桂敏
  软件学报, 2013.

Professional Services

• Invited journal reviewers: VLDB Journal, TKDE, KAIS
• Member of program committees: PVLDB, AAAI, CIKM, DASFAA, KSEM