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 full professor at 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 (林学民) and Prof. Wenjie Zhang(张文杰). 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)

• 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, 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, 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, TKDE, 2024, 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, 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, TKDE, 2023, 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, CCF-A 期刊.

• Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases
  Yun Peng, Byron Choi, Tsz Nam Chan, Jianye Yang*, Jianliang Xun, SIGMOD, 2023, CCF-A 会议.

• Efficient Maximum Edge-Weighted Biclique Search on Large Bipartite Graphs
  Jianhua Wang, Jianye Yang*, Chengyuan Zhang, Xuemin Lin, TKDE, 2022, CCF-A 期刊.

• (p,q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs
  Jianye Yang, Yun Peng, Wenjie Zhang, PVLDB, 2022, CCF-A 会议.

• Top-k Tree Similarity Join
  Jianhua Wang, Jianye Yang*, Wenjie Zhang, CIKM, 2021, 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, 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, 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, CCF-B 期刊.

• Distributed Streaming Set Similarity Join
  Jianye Yang, Wenjie Zhang, Xiang Wang, Ying Zhang, Xuemin Lin, ICDE, 2020, CCF-A 会议.

• Efficient Maximal Balanced Clique Enumeration in Signed Networks
  Zi Chen, Long Yuan, Xuemin Lin, Lu Qin, Jianye Yang, TheWebConf, 2020, 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, CCF-B 会议.

• Cost Optimization Based on Influence and User Preference
  Jianye Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin, KAIS, 2019, CCF-B 期刊.

• Efficient Maximal Spatial Clique Enumeration
  Chen Zhang, Ying Zhang, Wenjie Zhang, Lu Qin, Jianye Yang*, ICDE, 2019, CCF-A 会议.

• Efficient Utilization of Missing Data in Cost-Sensitive Learning
  Xiaofeng Zhu, Jianye Yang, Chengyuan Zhang, Shichao Zhang, TKDE, 2019, CCF-A 期刊.

• Efficient Set Containment Join
  Jianye Yang, Wenjie Zhang, Shiyu Yang, Ying Zhang, Xuemin Lin, Long Yuan, VLDB Journal, 2018, CCF-A 期刊.

• TT-Join: Efficient Set Containment Join
  Jianye Yang, Wenjie Zhang, Shiyu Yang, Ying Zhang, Xuemin Lin, ICDE, 2017, CCF-A 会议.

• Index-based Densest Clique Percolation Community Search in Networks
  Long Yuan, Lu Qin, Wenjie Zhang, Lijun Chang, Jianye Yang, TKDE, 2017, CCF-A 期刊.

• Influence Based Cost Optimization on User Preference
  Jianye Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin, ICDE, 2016, CCF-A 会议.

• Categorical Top-k Spatial Influence Query
  Jianye Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin, WWW Journal, 2016, 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