Yewei Xia

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Conditional Independence

Markov Property

Causal Discovery

Differentially Private

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Yixin Ren, Yewei Xia, Hao Zhang, Jihong Guan, Shuigeng Zhou
Learning Adaptive Kernels for Statistical Independence Tests. AISTATS (2024)
Zhulin Tao, Xiaohao Liu, Yewei Xia, Xiang Wang, Lifang Yang, Xianglin Huang, Tat-Seng Chua
Self-Supervised Learning for Multimedia Recommendation. IEEE Trans. Multim. 25 (2023)
Yixin Ren, Hao Zhang, Yewei Xia, Jihong Guan, Shuigeng Zhou
Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance. AAAI (2023)
Hao Zhang, Yewei Xia, Yixin Ren, Jihong Guan, Shuigeng Zhou
Differentially Private Nonlinear Causal Discovery from Numerical Data. AAAI (2023)
Hao Zhang, Chuanxu Yan, Yewei Xia, Jihong Guan, Shuigeng Zhou
Causal Gene Identification Using Non-Linear Regression-Based Independence Tests. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Yuxi Mi, Hongquan Liu, Yewei Xia, Yiheng Sun, Jihong Guan, Shuigeng Zhou
Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings. CoRR (2023)
Yewei Xia, Hao Zhang, Yixin Ren, Jihong Guan, Shuigeng Zhou
Causal Discovery by Continuous Optimization with Conditional Independence Constraint: Methodology and Performance. ICDM (2023)
Hao Zhang, Yewei Xia, Kun Zhang, Shuigeng Zhou, Jihong Guan
Conditional Independence Test Based on Residual Similarity. ACM Trans. Knowl. Discov. Data 17 (8) (2023)