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ORCIDWang-Zhou Dai
Person information
- affiliation: Nanjing University, China
- affiliation (former): Imperial College London, UK
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Journal Articles
- 2024
[j3]Hao-Yuan He, Wang-Zhou Dai, Ming Li:
Reduced implication-bias logic loss for neuro-symbolic learning. Mach. Learn. 113(6): 3357-3377 (2024)- 2023
- [j2]Zhongyi Han, Le-Wen Cai, Wang-Zhou Dai, Yu-Xuan Huang, Benzheng Wei, Wei Wang, Yilong Yin:
Abductive subconcept learning. Sci. China Inf. Sci. 66(2) (2023) - 2018
- [j1]Stephen H. Muggleton
, Wang-Zhou Dai, Claude Sammut, Alireza Tamaddoni-Nezhad, Jing Wen, Zhi-Hua Zhou:
Meta-Interpretive Learning from noisy images. Mach. Learn. 107(7): 1097-1118 (2018)
Conference and Workshop Papers
- 2024
- [c15]En-Hao Gao, Yu-Xuan Huang, Wen-Chao Hu, Xin-Hao Zhu, Wang-Zhou Dai:
Knowledge-Enhanced Historical Document Segmentation and Recognition. AAAI 2024: 8409-8416 - [c14]Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang:
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees. AAAI 2024: 15310-15318 - [c13]Xiaowen Yang, Jie-Jing Shao, Wei-Wei Tu, Yufeng Li, Wang-Zhou Dai, Zhi-Hua Zhou:
Safe Abductive Learning in the Presence of Inaccurate Rules. AAAI 2024: 16361-16369 - 2023
- [c12]Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou:
Enabling Knowledge Refinement upon New Concepts in Abductive Learning. AAAI 2023: 7928-7935 - [c11]Yu-Xuan Huang, Zequn Sun, Guangyao Li, Xiaobin Tian, Wang-Zhou Dai, Wei Hu, Yuan Jiang, Zhi-Hua Zhou:
Enabling Abductive Learning to Exploit Knowledge Graph. IJCAI 2023: 3839-3847 - 2021
- [c10]Le-Wen Cai, Wang-Zhou Dai, Yu-Xuan Huang, Yufeng Li, Stephen H. Muggleton, Yuan Jiang:
Abductive Learning with Ground Knowledge Base. IJCAI 2021: 1815-1821 - [c9]Wang-Zhou Dai, Stephen H. Muggleton:
Abductive Knowledge Induction from Raw Data. IJCAI 2021: 1845-1851 - [c8]Yu-Xuan Huang, Wang-Zhou Dai, Le-Wen Cai, Stephen H. Muggleton, Yuan Jiang:
Fast Abductive Learning by Similarity-based Consistency Optimization. NeurIPS 2021: 26574-26584 - 2020
- [c7]Yu-Xuan Huang, Wang-Zhou Dai, Jian Yang, Le-Wen Cai, Shaofen Cheng, Ruizhang Huang, Yufeng Li, Zhi-Hua Zhou:
Semi-Supervised Abductive Learning and Its Application to Theft Judicial Sentencing. ICDM 2020: 1070-1075 - 2019
- [c6]Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou:
Bridging Machine Learning and Logical Reasoning by Abductive Learning. NeurIPS 2019: 2811-2822 - 2017
- [c5]Wang-Zhou Dai, Zhi-Hua Zhou:
Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge. AAAI 2017: 4392-4398 - [c4]Wang-Zhou Dai, Stephen H. Muggleton, Jing Wen, Alireza Tamaddoni-Nezhad, Zhi-Hua Zhou:
Logical Vision: One-Shot Meta-Interpretive Learning from Real Images. ILP 2017: 46-62 - 2015
- [c3]Wang-Zhou Dai, Zhi-Hua Zhou:
Statistical Unfolded Logic Learning. ACML 2015: 349-361 - [c2]Wang-Zhou Dai, Stephen H. Muggleton, Zhi-Hua Zhou:
Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts. ILP (Late Breaking Papers) 2015: 1-16 - 2011
- [c1]Wang-Zhou Dai, Yang Yu, Zhi-Hua Zhou:
Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process. ICDM Workshops 2011: 689-696
Parts in Books or Collections
- 2022
- [p1]Stephen H. Muggleton, Wang-Zhou Dai:
Human-like Computer Vision. Human-Like Machine Intelligence 2022: 199-217
Informal and Other Publications
- 2023
- [i8]Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang:
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees. CoRR abs/2308.10487 (2023) - [i7]Lun Ai, Shi-Shun Liang, Wang-Zhou Dai, Liam Hallett, Stephen H. Muggleton, Geoff S. Baldwin:
Human Comprehensible Active Learning of Genome-Scale Metabolic Networks. CoRR abs/2308.12740 (2023) - [i6]Yifei Peng, Yu Jin, Zhexu Luo, Yao-Xiang Ding, Wang-Zhou Dai, Zhong Ren, Kun Zhou:
Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings. CoRR abs/2310.17451 (2023) - 2022
- [i5]Haoyuan He, Wang-Zhou Dai, Ming Li, Yu Liu, Yongchang Ma:
Reduced Implication-bias Logic Loss for Neuro-Symbolic Learning. CoRR abs/2208.06838 (2022) - 2021
- [i4]Wang-Zhou Dai, Liam Hallett, Stephen H. Muggleton, Geoff S. Baldwin:
Automated Biodesign Engineering by Abductive Meta-Interpretive Learning. CoRR abs/2105.07758 (2021) - 2020
- [i3]Wang-Zhou Dai, Stephen H. Muggleton:
Abductive Knowledge Induction From Raw Data. CoRR abs/2010.03514 (2020) - 2018
- [i2]Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou:
Tunneling Neural Perception and Logic Reasoning through Abductive Learning. CoRR abs/1802.01173 (2018) - 2014
- [i1]Wang-Zhou Dai, Zhi-Hua Zhou:
Inductive Logic Boosting. CoRR abs/1402.6077 (2014)
Coauthor Index
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