Achieving counterfactual fairness with imperfect structural causal model von Duong, Tri Dung, Li, Qian, Xu, Guandong

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Deconfounded recommendation via causal intervention von Yu, Dianer, Li, Qian, Wang, Xiangmeng, Xu, Guandong

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Counterfactual Explainable Conversational Recommendation von Yu, Dianer, Li, Qian, Wang, Xiangmeng, Li, Qing, Xu, Guandong

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Reinforced Path Reasoning for Counterfactual Explainable Recommendation von Wang, Xiangmeng, Li, Qian, Yu, Dianer, Li, Qing, Xu, Guandong

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Neural Causal Graph collaborative filtering von Wang, Xiangmeng, Li, Qian, Yu, Dianer, Huang, Wei, Li, Qing, Xu, Guandong

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Causality-based counterfactual explanation for classification models von Duong, Tri Dung, Li, Qian, Xu, Guandong

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Be Causal: De-Biasing Social Network Confounding in Recommendation von Li, Qian, Wang, Xiangmeng, Wang, Zhichao, Xu, Guandong

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Causal Disentanglement for Semantic-Aware Intent Learning in Recommendation von Wang, Xiangmeng, Li, Qian, Yu, Dianer, Cui, Peng, Wang, Zhichao, Xu, Guandong

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Counterfactual Explanation for Fairness in Recommendation von Wang, Xiangmeng, Li, Qian, Yu, Dianer, Li, Qing, Xu, Guandong

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Stochastic intervention for causal inference via reinforcement learning von Duong, Tri Dung, Li, Qian, Xu, Guandong

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HOT-GAN: Hilbert Optimal Transport for Generative Adversarial Network von Li, Qian, Wang, Zhichao, Xia, Haiyang, Li, Gang, Cao, Yanan, Yao, Lina, Xu, Guandong

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Contrastive Modality-Disentangled Learning for Multimodal Recommendation von Lin, Xixun, Liu, Rui, Cao, Yanan, Zou, Lixin, Li, Qian, Wu, Yongxuan, Liu, Yang, Yin, Dawei, Xu, Guandong

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Constrained Off-policy Learning over Heterogeneous Information for Fairness-aware Recommendation von Wang, Xiangmeng, Li, Qian, Yu, Dianer, Li, Qing, Xu, Guandong

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Causal Optimal Transport for Treatment Effect Estimation von Li, Qian, Wang, Zhichao, Liu, Shaowu, Li, Gang, Xu, Guandong

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Privileged multi-task learning for attribute-aware aesthetic assessment von Shu, Yangyang, Li, Qian, Liu, Lingqiao, Xu, Guandong

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Semi-Supervised Adversarial Learning for Attribute-Aware Photo Aesthetic Assessment von Shu, Yangyang, Li, Qian, Liu, Lingqiao, Xu, Guandong

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Deep treatment-adaptive network for causal inference von Li, Qian, Wang, Zhichao, Liu, Shaowu, Li, Gang, Xu, Guandong

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Leveraging multi-level dependency of relational sequences for social spammer detection von Yin, Jun, Li, Qian, Liu, Shaowu, Wu, Zhiang, Xu, Guandong

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API-GNN: attribute preserving oriented interactive graph neural network von Zhou, Yuchen, Shang, Yanmin, Cao, Yanan, Li, Qian, Zhou, Chuan, Xu, Guandong

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Learning with privileged information for photo aesthetic assessment von Shu, Yangyang, Li, Qian, Liu, Shaowu, Xu, Guandong

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