Cheng, Debo

17 publications

IJCAI 2025 Causality-Inspired Disentanglement for Fair Graph Neural Networks Guixian Zhang, Debo Cheng, Guan Yuan, Shang Liu, Yanmei Zhang

AAAI 2025 Community-Centric Graph Unlearning Yi Li, Shichao Zhang, Guixian Zhang, Debo Cheng

IJCAI 2025 Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yun Chen, Yanchang Zhao

IJCAI 2025 Gradient-Based Causal Feature Selection Zhaolong Ling, Mengxiang Guo, Xingyu Wu, Debo Cheng, Peng Zhou, Tianci Li, Zhangling Duan

IJCAI 2025 Hybrid Local Causal Discovery Zhaolong Ling, Honghui Peng, Yiwen Zhang, Debo Cheng, Xingyu Wu, Peng Zhou, Kui Yu

IJCAI 2025 Interaction-Data-Guided Conditional Instrumental Variables for Debiasing Recommender Systems Zhirong Huang, Debo Cheng, Lin Liu, Jiuyong Li, Guangquan Lu, Shichao Zhang

AAAI 2025 Local Causal Discovery Without Causal Sufficiency Zhaolong Ling, Jiale Yu, Yiwen Zhang, Debo Cheng, Peng Zhou, Xingyu Wu, Bingbing Jiang, Kui Yu

NeurIPS 2025 ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models Bosong Huang, Ming Jin, Yuxuan Liang, Johan Barthelemy, Debo Cheng, Qingsong Wen, Chenghao Liu, Shirui Pan

ICML 2025 Telling Peer Direct Effects from Indirect Effects in Observational Network Data Xiaojing Du, Jiuyong Li, Debo Cheng, Lin Liu, Wentao Gao, Xiongren Chen, Ziqi Xu

ICLR 2024 Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu

ICLR 2024 Conditional Instrumental Variable Regression with Representation Learning for Causal Inference Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

AAAI 2024 Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le

AAAI 2023 Causal Inference with Conditional Instruments Using Deep Generative Models Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

AAAI 2023 Disentangled Representation for Causal Mediation Analysis Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang

ECML-PKDD 2023 Learning Conditional Instrumental Variable Representation for Causal Effect Estimation Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu

IJCAI 2022 Ancestral Instrument Method for Causal Inference Without Complete Knowledge Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu

IJCAI 2022 Information Augmentation for Few-Shot Node Classification Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu