Jianke Yu俞鉴珂, PhD

PhD (2026) in Graph Machine Learning & Databases

Hangzhou, China

Emailyujianke100@gmail.com · Webjianke-yu.online · ScholarEwomMksAAAAJ · ORCID0000-0002-2032-7727 · DBLP316/0485 · GitHubyujianke100 (186 ★)

Publication List

Journal Articles

• [1] MGDN: A Graph of Graphs Neural Network for Malware Detection. IEEE Transactions on Knowledge and Data Engineering, 2026. DOI: 10.1109/TKDE.2026.3689176
  Jianke Yu, Hanchen Wang, Ying Zhang, Wenjie Zhang, Lu Qin, Longbin Lai, Bailin Yang
  1st authorFeaturedCCF-ACAS Zone 1 TopJCR Q11 citations
• [2] SARL: A Scalable Attribute-Informed Representation Learning Framework for Bipartite Graphs. IEEE Transactions on Knowledge and Data Engineering, 2026. DOI: 10.1109/TKDE.2026.3735058
  Jianke Yu, Hanchen Wang, Chen Chen, Xiaoyang Wang, Wenjie Zhang, Ying Zhang, Xijuan Liu
  1st authorFeaturedCCF-ACAS Zone 1 TopJCR Q1
• [3] Temporal Insights for Group-Based Fraud Detection on e-Commerce Platforms. IEEE Transactions on Knowledge and Data Engineering, 2024. DOI: 10.1109/TKDE.2024.3485127
  Jianke Yu, Hanchen Wang, Xiaoyang Wang, Zhao Li, Lu Qin, Wenjie Zhang, Jian Liao, Ying Zhang, Bailin Yang
  1st authorFeaturedCCF-ACAS Zone 1 TopJCR Q112 citations
• [4] Finding critical users in social networks with reinforcement learning. Information Sciences, 2026. DOI: 10.1016/J.INS.2026.123228
  Xulu Gong, Hanchen Wang, Jianke Yu, Chen Chen, Xi Wang, Kecheng Wang, Xubo Wang, Ying Zhang
  CCF-BCAS Zone 2JCR Q1
• [5] IGFM: An Enhanced Graph Similarity Computation Method with Fine-Grained Analysis. Data Science and Engineering, 2025. DOI: 10.1007/S41019-024-00278-3
  Min Pei, Jianke Yu, Chen Chen, Hanchen Wang, Xiaoyang Wang, Ying Zhang
  CCF-BCAS Zone 1 TopJCR Q21 citations
• [6] RIDA: a robust attack framework on incomplete graphs. World Wide Web, 2025. DOI: 10.1007/S11280-025-01354-Y
  Jianke Yu, Hanchen Wang, Chen Chen, Xiaoyang Wang, Lu Qin, Wenjie Zhang, Ying Zhang, Xijuan Liu
  1st authorCCF-BCAS Zone 4JCR Q2arXiv: 2407.181701 citations
• [7] FPGN: follower prediction framework for infectious disease prevention. World Wide Web, 2023. DOI: 10.1007/S11280-023-01205-8
  Jianke Yu, Xianhang Zhang, Hanchen Wang, Xiaoyang Wang, Wenjie Zhang, Ying Zhang
  1st authorCCF-BCAS Zone 4JCR Q26 citations
• [8] Neural Similarity Search on Supergraph Containment. IEEE Transactions on Knowledge and Data Engineering, 2023. DOI: 10.1109/TKDE.2023.3279920
  Hanchen Wang, Jianke Yu, Xiaoyang Wang, Chen Chen, Wenjie Zhang, Xuemin Lin
  CCF-ACAS Zone 1 TopJCR Q110 citations
• [9] Bipartite graph capsule network. World Wide Web, 2022. DOI: 10.1007/S11280-022-01009-2
  Xianhang Zhang, Hanchen Wang, Jianke Yu, Chen Chen, Xiaoyang Wang, Wenjie Zhang
  CCF-BCAS Zone 4JCR Q213 citations
• [10] Polarity-based graph neural network for sign prediction in signed bipartite graphs. World Wide Web, 2022. DOI: 10.1007/S11280-022-01015-4
  Xianhang Zhang, Hanchen Wang, Jianke Yu, Chen Chen, Xiaoyang Wang, Wenjie Zhang
  CCF-BCAS Zone 4JCR Q216 citations

Conference Papers

• [11] Group-based Fraud Detection Network on e-Commerce Platforms. ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023. DOI: 10.1145/3580305.3599836
  Jianke Yu, Hanchen Wang, Xiaoyang Wang, Zhao Li, Lu Qin, Wenjie Zhang, Jian Liao, Ying Zhang
  1st authorFeaturedCCF-A47 citations
• [12] Mining Discriminative Salient Objects with Optimal Transport for Few-Shot Image Classification. FLINS-ISKE, 2026. DOI: 10.1007/978-981-92-2487-6_25
  Yijia Mi, Haobo Wei, Hanchen Wang, Jianke Yu, Ying Zhang, X D Liu
• [13] AEFA: An Ensemble Framework for Fraud Detection in the Forex Market. International Conference on Advanced Data Mining and Applications, 2025. DOI: 10.1007/978-981-95-3459-3_3
  Weiyuan Wang, Jianke Yu, Zhengyi Yang, Mingchen Ju, Shuyue Yu, Jinglin Wu, Lifan Liu, Yongfei Liu, John A. Shepherd, Wenjie Zhang
  CCF-C1 citations
• [14] Deep Overlapping Community Search via Subspace Embedding. ACM SIGMOD Conference, 2025. DOI: 10.1145/3709678
  Sima Qing, Jianke Yu, Xiaoyang Wang, Wenjie Zhang, Ying Zhang, Xuemin Lin
  CCF-A12 citations
• [15] RPDN: An Effective Rating Pollution Attacks Detection Framework for Recommendation Systems. Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2025. DOI: 10.1007/978-981-96-8180-8_29
  Yongrui Gu, Jianke Yu, Y. Z. Li, Peiting Xie, Xiaoyang Wang, Chen Chen
  CCF-C
• [16] Neural Similarity Search on Supergraph Containment (Extended Abstract). IEEE International Conference on Data Engineering, 2024. DOI: 10.1109/ICDE60146.2024.00486
  Hanchen Wang, Jianke Yu, Xiaoyang Wang, Chen Chen, Wenjie Zhang, Xuemin Lin
  CCF-A
• [17] SBGMN: A Multi-view Sign Prediction Network for Bipartite Graphs. Asia Pacific Web Conference (APWeb-WAIM), 2024. DOI: 10.1007/978-981-97-7238-4_6
  Yuanyuan Jiang, Jianke Yu, Zhangyi Xu, Chen Chen, Yang-Wai Chow, Ying Zhang
  CCF-C1 citations
• [18] IFGNN: An Individual Fairness Awareness Model for Missing Sensitive Information Graphs. Australasian Database Conference, 2023. DOI: 10.1007/978-3-031-47843-7_20
  Kejia Xu, Zeming Fei, Jianke Yu, Yu Kong, Xiaoyang Wang, Wenjie Zhang
• [19] KGNIE: A Learning Method for Estimating Node Importance in Knowledge Graphs. IEEE International Conference on High Performance Computing and Communications, 2023. DOI: 10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS60770.2023.00089
  Yin Chen, Jianke Yu, Qing Sima, Jinghao Wang, Yanping Wu, Xiaoyang Wang
  CCF-C1 citations

Preprints

• [20] A Hypergraph-Based Framework for Exploratory Business Intelligence. arXiv preprint, 2026.
  Yunkai Lou, Shunyang Li, Longbin Lai, Jianke Yu, Wenyuan Yu, Ying Zhang
  arXiv: 2603.10625