Dai, Wang-Zhou

17 publications

AAAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection Wen-Chao Hu, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou

IJCAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) Wen-Chao Hu, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou

IJCAI 2025 From End-to-End to Step-by-Step: Learning to Abstract via Abductive Reinforcement Learning Zilong Wang, Jiongda Wang, Xiaoyong Chen, Meng Wang, Ming Ma, ZhiPeng Wang, Zhenyu Zhou, Tianming Yang, Wang-Zhou Dai

IJCAI 2025 Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li

AAAI 2024 Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang

AAAI 2024 Knowledge-Enhanced Historical Document Segmentation and Recognition En-Hao Gao, Yu-Xuan Huang, Wen-Chao Hu, Xin-Hao Zhu, Wang-Zhou Dai

MLJ 2024 Reduced Implication-Bias Logic Loss for Neuro-Symbolic Learning Hao-Yuan He, Wang-Zhou Dai, Ming Li

AAAI 2024 Safe Abductive Learning in the Presence of Inaccurate Rules Xiaowen Yang, Jie-Jing Shao, Wei-Wei Tu, Yufeng Li, Wang-Zhou Dai, Zhi-Hua Zhou

IJCAI 2023 Enabling Abductive Learning to Exploit Knowledge Graph Yu-Xuan Huang, Zequn Sun, Guangyao Li, Xiaobin Tian, Wang-Zhou Dai, Wei Hu, Yuan Jiang, Zhi-Hua Zhou

AAAI 2023 Enabling Knowledge Refinement upon New Concepts in Abductive Learning Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou

IJCAI 2021 Abductive Knowledge Induction from Raw Data Wang-Zhou Dai, Stephen H. Muggleton

IJCAI 2021 Abductive Learning with Ground Knowledge Base Le-Wen Cai, Wang-Zhou Dai, Yu-Xuan Huang, Yufeng Li, Stephen H. Muggleton, Yuan Jiang

NeurIPS 2021 Fast Abductive Learning by Similarity-Based Consistency Optimization Yu-Xuan Huang, Wang-Zhou Dai, Le-Wen Cai, Stephen H Muggleton, Yuan Jiang

NeurIPS 2019 Bridging Machine Learning and Logical Reasoning by Abductive Learning Wang-Zhou Dai, Qiuling Xu, Yang Yu, Zhi-Hua Zhou

MLJ 2018 Meta-Interpretive Learning from Noisy Images Stephen H. Muggleton, Wang-Zhou Dai, Claude Sammut, Alireza Tamaddoni-Nezhad, Jing Wen, Zhi-Hua Zhou

AAAI 2017 Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge Wang-Zhou Dai, Zhi-Hua Zhou

ACML 2015 Statistical Unfolded Logic Learning Wang-Zhou Dai, Zhi-Hua Zhou