Jianfei Ruan Institute of Multimedia Knowledge Fusion and Engineering School of Computer Science and Technology Xi'an Jiaotong University Address: No.28 Xianning West Road, Xi'an, Shaanxi 710049, P.R. China Email: jianfei DOT ruan AT hotmail DOT com

Publication

• Tackling Instance-Dependent Label Noise with Class Rebalance and Geometric Regularization
  S. Cao*, J. Ruan*, B. Dong, B. Shi
  KDD 2024
  

• RR-PU: A Synergistic Two-Stage Positive and Unlabeled Learning Framework for Robust Tax Evasion Detection
  S. Cao*, J. Ruan*, B. Dong, B. Shi, Q. Zheng
  AAAI 2024
  

• Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning
  R. Zhao, B. Shi, J. Ruan, T. Pan, B. Dong
  CVPR 2024
  

• Biased Complementary-Label Learning Without True Labels
  J. Ruan, Q. Zheng, R. Zhao, B. Dong
  TNNLS 2022
  

• Improving unsupervised image clustering with spatial consistency
  R. Zhao, J. Ruan, B. Dong, L. Meng, W. Zhang
  KBS 2022
  

• Identifying suspicious groups of affiliated-transaction-based tax evasion in big data
  J. Ruan, Z. Yan, B. Dong, Q. Zheng, B. Qian
  Information Sciences 2019
  

• Detecting Controller Interlock-based Tax Evasion Groups in a Corporate Governance Network
  J. Ruan, Q. Zheng, B. Dong, Z. Yan
  Machine Learning for Computer and Cyber Security[M] 2019
  

• Optimal resource provisioning approach based on cost modeling for spark applications in public clouds
  J. Ruan, Q. Zheng, B. Dong
  Middleware Symposium 2015
  

Academic Services

• Conference Reviewer: CVPR, IJCAI, AAAI, KDD, ACM MM, CIKM, etc.

• Journal Reviewer: TNNLS, TKDE, KBS, etc.