Yewei Xia

22 papers A* 9A 1Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation.
AAAI
Chenghou Jin, Yixin Ren, Hongxu Ma, Yewei Xia, Yi Guan, Hao Zhang, Jiandong Ding, Jihong Guan, Shuigeng Zhou
2025 Misc conf
A New Model for Prototype-based Continual Learning in Hyperspherical Space.
ICASSP
Yixin Ren, Yewei Xia, Li Ke, Longtao Huang, Hui Xue, Shuigeng Zhou
2025 A* conf
Efficient Constraint-based Window Causal Graph Discovery in Time Series with Multiple Time Lags.
IJCAI
Yewei Xia, Yixin Ren, Hong Cheng, Hao Zhang, Jihong Guan, Minchuan Xu, Shuigeng Zhou
2025 A* conf
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting.
ICML
Yiqing Li, Yewei Xia, Xiaofei Wang, Zhengming Chen, Liuhua Peng, Mingming Gong, Kun Zhang
2025 — conf
Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational Complexity.
KDD (1)
Yixin Ren, Haocheng Zhang, Yewei Xia, Hao Zhang, Jihong Guan, Shuigeng Zhou
2025 A* conf
Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations.
ICML
Zhengming Chen, Yewei Xia, Feng Xie, Jie Qiao, Zhifeng Hao, Ruichu Cai, Kun Zhang
2025 A* conf
Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise.
IJCAI
Yewei Xia, Xueliang Cui, Hao Zhang, Yixin Ren, Feng Xie, Jihong Guan, Ruxin Wang, Shuigeng Zhou
2025 J jnl
Regression-based conditional independence test with adaptive kernels.
Artif. Intell.
Yixin Ren, Juncai Zhang, Yewei Xia, Ruxin Wang, Feng Xie, Jihong Guan, Hao Zhang, Shuigeng Zhou
2025 — conf
Score-based Generative Modeling for Conditional Independence Testing.
KDD (2)
Yixin Ren, Chenghou Jin, Yewei Xia, Li Ke, Longtao Huang, Hui Xue, Hao Zhang, Jihong Guan, Shuigeng Zhou
2025 J jnl
Score-based Generative Modeling for Conditional Independence Testing.
CoRR
Yixin Ren, Chenghou Jin, Yewei Xia, Li Ke, Longtao Huang, Hui Xue, Hao Zhang, Jihong Guan, Shuigeng Zhou
2024 A* conf
Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing.
NeurIPS
Yixin Ren, Yewei Xia, Hao Zhang, Jihong Guan, Shuigeng Zhou
2024 J jnl
Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational Complexity.
CoRR
Yixin Ren, Haocheng Zhang, Yewei Xia, Hao Zhang, Jihong Guan, Shuigeng Zhou
2024 J jnl
Hybrid Causal Feature Selection for Cancer Biomarker Identification From RNA-Seq Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Wenwei Xu, Hao Zhang, Yewei Xia, Yixin Ren, Jihong Guan, Shuigeng Zhou
2024 A conf
Learning Adaptive Kernels for Statistical Independence Tests.
AISTATS
Yixin Ren, Yewei Xia, Hao Zhang, Jihong Guan, Shuigeng Zhou
2024 J jnl
Towards Effective Causal Partitioning by Edge Cutting of Adjoint Graph.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Zhang, Yixin Ren, Yewei Xia, Shuigeng Zhou, Jihong Guan
2023 A* conf
Causal Discovery by Continuous Optimization with Conditional Independence Constraint: Methodology and Performance.
ICDM
Yewei Xia, Hao Zhang, Yixin Ren, Jihong Guan, Shuigeng Zhou
2023 J jnl
Causal Gene Identification Using Non-Linear Regression-Based Independence Tests.
IEEE ACM Trans. Comput. Biol. Bioinform.
Hao Zhang, Chuanxu Yan, Yewei Xia, Jihong Guan, Shuigeng Zhou
2023 J jnl
Conditional Independence Test Based on Residual Similarity.
ACM Trans. Knowl. Discov. Data
Hao Zhang, Yewei Xia, Kun Zhang, Shuigeng Zhou, Jihong Guan
2023 A* conf
Differentially Private Nonlinear Causal Discovery from Numerical Data.
AAAI
Hao Zhang, Yewei Xia, Yixin Ren, Jihong Guan, Shuigeng Zhou
2023 J jnl
Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings.
CoRR
Yuxi Mi, Hongquan Liu, Yewei Xia, Yiheng Sun, Jihong Guan, Shuigeng Zhou
2023 A* conf
Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance.
AAAI
Yixin Ren, Hao Zhang, Yewei Xia, Jihong Guan, Shuigeng Zhou
2023 J jnl
Self-Supervised Learning for Multimedia Recommendation.
IEEE Trans. Multim.
Zhulin Tao, Xiaohao Liu, Yewei Xia, Xiang Wang, Lifang Yang, Xianglin Huang, Tat-Seng Chua