A Survey on Causal Inference von Yao, Liuyi, Chu, Zhixuan, Li, Sheng, Li, Yaliang, Gao, Jing, Zhang, Aidong

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Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery von Li, Yaliang, Li, Qi, Gao, Jing, Su, Lu, Zhao, Bo, Fan, Wei, Han, Jiawei

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Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier von Shen, Ying, Li, Yaliang, Zheng, Hai-Tao, Tang, Buzhou, Yang, Min

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CBN: Constructing a clinical Bayesian network based on data from the electronic medical record von Shen, Ying, Zhang, Lizhu, Zhang, Jin, Yang, Min, Tang, Buzhou, Li, Yaliang, Lei, Kai

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KMR: knowledge-oriented medicine representation learning for drug–drug interaction and similarity computation von Shen, Ying, Yuan, Kaiqi, Yang, Min, Tang, Buzhou, Li, Yaliang, Du, Nan, Lei, Kai

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Multi-grained hypergraph interest modeling for conversational recommendation von Shang, Chenzhan, Hou, Yupeng, Zhao, Wayne Xin, Li, Yaliang, Zhang, Jing

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Modeling Relation Paths for Knowledge Graph Completion von Shen, Ying, Ding, Ning, Zheng, Hai-Tao, Li, Yaliang, Yang, Min

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A confidence-aware approach for truth discovery on long-tail data von Li, Qi, Li, Yaliang, Gao, Jing, Su, Lu, Zhao, Bo, Demirbas, Murat, Fan, Wei, Han, Jiawei

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Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling von Deng, Yang, Li, Yaliang, Zhang, Wenxuan, Ding, Bolin, Lam, Wai

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When Transformer Meets Large Graphs: An Expressive and Efficient Two-View Architecture von Kuang, Weirui, Wang, Zhen, Wei, Zhewei, Li, Yaliang, Ding, Bolin

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Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction von Shen, Ying, Li, Yaliang, Deng, Yang, Zhang, Jin, Yang, Min, Chen, Jinsong, Si, Shangchun, Lei, Kai

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Leveraging Long Short-Term User Preference in Conversational Recommendation Via Multi-Agent Reinforcement Learning von Deng, Yang, Li, Yaliang, Ding, Bolin, Lam, Wai

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LOKI: A Practical Data Poisoning Attack Framework Against Next Item Recommendations von Zhang, Hengtong, Li, Yaliang, Ding, Bolin, Gao, Jing

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Privacy-preserving Cross-domain Recommendation with Federated Graph Learning von Tian, Changxin, Xie, Yuexiang, Chen, Xu, Li, Yaliang, Zhao, Xin

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Is Sharing Neighbor Generator in Federated Graph Learning Safe? von Yao, Liuyi, Wang, Zhen, Xie, Yuexiang, Li, Yaliang, Kuang, Weirui, Chen, Daoyuan, Ding, Bolin

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Concept-Level Model Interpretation From the Causal Aspect von Yao, Liuyi, Li, Yaliang, Li, Sheng, Liu, Jinduo, Huai, Mengdi, Zhang, Aidong, Gao, Jing

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Functionality and Data Stealing by Pseudo-Client Attack and Target Defenses in Split Learning von Zhang, Lan, Gao, Xinben, Li, Yaliang, Liu, Yunhao

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Knowledge-Based Reasoning Network for Relation Detection von Shen, Ying, Yang, Min, Li, Yaliang, Wang, Dong, Zheng, Haitao, Chen, Daoyuan

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FederatedScope: A Flexible Federated Learning Platform for Heterogeneity von Xie, Yuexiang, Wang, Zhen, Gao, Dawei, Chen, Daoyuan, Yao, Liuyi, Kuang, Weirui, Li, Yaliang, Ding, Bolin, Zhou, Jingren

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FS-Real: A Real-World Cross-Device Federated Learning Platform von Gao, Dawei, Chen, Daoyuan, Li, Zitao, Xie, Yuexiang, Pan, Xuchen, Li, Yaliang, Ding, Bolin, Zhou, Jingren

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