Anpeng Wu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Conditional Independencies

Probabilistic Principal Component Analysis

Causal Inference

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Yingrong Wang, Haoxuan Li, Minqin Zhu, Anpeng Wu, Ruoxuan Xiong, Fei Wu, Kun Kuang
Causal Inference with Complex Treatments: A Survey. CoRR (2024)
Yingrong Wang, Anpeng Wu, Haoxuan Li, Weiming Liu, Qiaowei Miao, Ruoxuan Xiong, Fei Wu, Kun Kuang
Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects. CoRR (2024)
Minqin Zhu, Anpeng Wu, Haoxuan Li, Ruoxuan Xiong, Bo Li, Xiaoqing Yang, Xuan Qin, Peng Zhen, Jiecheng Guo, Fei Wu, Kun Kuang
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation. AAAI (2024)
Yuling Zhang, Anpeng Wu, Kun Kuang, Liang Du, Zixun Sun, Zhi Wang
Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations. ICDE (2024)
Minqin Zhu, Anpeng Wu, Haoxuan Li, Ruoxuan Xiong, Bo Li, Xiaoqing Yang, Xuan Qin, Peng Zhen, Jiecheng Guo, Fei Wu, Kun Kuang
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation. CoRR (2024)
Zhengming Chen, Ruichu Cai, Feng Xie, Jie Qiao, Anpeng Wu, Zijian Li, Zhifeng Hao, Kun Zhang
Learning Discrete Latent Variable Structures with Tensor Rank Conditions. CoRR (2024)
Yuling Zhang, Anpeng Wu, Kun Kuang, Liang Du, Zixun Sun, Zhi Wang
Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations. CoRR (2024)
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu
Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation. AAAI (2023)
Anpeng Wu, Haoxuan Li, Kun Kuang, Keli Zhang, Fei Wu
Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series. CoRR (2023)
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Bo Li, Fei Wu
Stable Estimation of Heterogeneous Treatment Effects. ICML (2023)
Jiangchao Yao, Shengyu Zhang, Yang Yao, Feng Wang, Jianxin Ma, Jianwei Zhang, Yunfei Chu, Luo Ji, Kunyang Jia, Tao Shen, Anpeng Wu, Fengda Zhang, Ziqi Tan, Kun Kuang, Chao Wu, Fei Wu, Jingren Zhou, Hongxia Yang
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Anpeng Wu, Junkun Yuan, Kun Kuang, Bo Li, Runze Wu, Qiang Zhu, Yueting Zhuang, Fei Wu
Learning Decomposed Representations for Treatment Effect Estimation. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Fei Wu
Instrumental Variables in Causal Inference and Machine Learning: A Survey. CoRR (2022)
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Bo Li, Fei Wu
Confounder Balancing for Instrumental Variable Regression with Latent Variable. CoRR (2022)
Anpeng Wu, Kun Kuang, Bo Li, Fei Wu
Instrumental Variable Regression with Confounder Balancing. ICML (2022)
Haotian Wang, Wenjing Yang, Longqi Yang, Anpeng Wu, Liyang Xu, Jing Ren, Fei Wu, Kun Kuang
Estimating Individualized Causal Effect with Confounded Instruments. KDD (2022)
Junkun Yuan, Anpeng Wu, Kun Kuang, Bo Li, Runze Wu, Fei Wu, Lanfen Lin
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition. ACM Trans. Knowl. Discov. Data 16 (4) (2022)
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu
Treatment Effect Estimation with Unmeasured Confounders in Data Fusion. CoRR (2022)
Junkun Yuan, Anpeng Wu, Kun Kuang, Bo Li, Runze Wu, Fei Wu, Lanfen Lin
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition. CoRR (2021)
Jiangchao Yao, Shengyu Zhang, Yang Yao, Feng Wang, Jianxin Ma, Jianwei Zhang, Yunfei Chu, Luo Ji, Kunyang Jia, Tao Shen, Anpeng Wu, Fengda Zhang, Ziqi Tan, Kun Kuang, Chao Wu, Fei Wu, Jingren Zhou, Hongxia Yang
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey. CoRR (2021)
Anpeng Wu, Kun Kuang, Junkun Yuan, Bo Li, Pan Zhou, Jianrong Tao, Qiang Zhu, Yueting Zhuang, Fei Wu
Learning Decomposed Representation for Counterfactual Inference. CoRR (2020)