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Wang-Zhou Dai (戴望州)
Wang-Zhou Dai (戴望州)
Nanjing University, Suzhou Campus
Verified email at nju.edu.cn - Homepage
Title
Cited by
Cited by
Year
Bridging machine learning and logical reasoning by abductive learning
WZ Dai, Q Xu, Y Yu, ZH Zhou
Advances in Neural Information Processing Systems 32, 2019
1472019
Abductive knowledge induction from raw data
WZ Dai, SH Muggleton
arXiv preprint arXiv:2010.03514, 2020
362020
Tunneling neural perception and logic reasoning through abductive learning
WZ Dai, QL Xu, Y Yu, ZH Zhou
arXiv preprint arXiv:1802.01173, 2018
352018
Meta-interpretive learning from noisy images
S Muggleton, WZ Dai, C Sammut, A Tamaddoni-Nezhad, J Wen, ZH Zhou
Machine Learning 107, 1097-1118, 2018
332018
Semi-supervised abductive learning and its application to theft judicial sentencing
YX Huang, WZ Dai, J Yang, LW Cai, S Cheng, R Huang, YF Li, ZH Zhou
2020 IEEE international conference on data mining (ICDM), 1070-1075, 2020
292020
Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts.
WZ Dai, SH Muggleton, ZH Zhou
ILP (Late Breaking Papers), 1-16, 2015
252015
Fast abductive learning by similarity-based consistency optimization
YX Huang, WZ Dai, LW Cai, SH Muggleton, Y Jiang
Advances in Neural Information Processing Systems 34, 26574-26584, 2021
212021
Logical vision: One-shot meta-interpretive learning from real images
WZ Dai, S Muggleton, J Wen, A Tamaddoni-Nezhad, ZH Zhou
Inductive Logic Programming: 27th International Conference, ILP 2017 …, 2018
212018
Abductive Learning with Ground Knowledge Base.
LW Cai, WZ Dai, YX Huang, YF Li, SH Muggleton, Y Jiang
IJCAI, 1815-1821, 2021
182021
Combining logical abduction and statistical induction: Discovering written primitives with human knowledge
WZ Dai, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
182017
Abductive subconcept learning
Z Han, LW Cai, WZ Dai, YX Huang, B Wei, W Wang, Y Yin
Science China Information Sciences 66 (2), 122103, 2023
42023
Enabling abductive learning to exploit knowledge graph
YX Huang, Z Sun, G Li, X Tian, WZ Dai, W Hu, Y Jiang, ZH Zhou
Proceedings of the Thirty-Second International Joint Conference on …, 2023
32023
Enabling knowledge refinement upon new concepts in abductive learning
YX Huang, WZ Dai, Y Jiang, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 7928-7935, 2023
32023
Automated Biodesign Engineering by Abductive Meta-Interpretive Learning
WZ Dai, L Hallett, SH Muggleton, GS Baldwin
arXiv preprint arXiv:2105.07758, 2021
22021
Statistical unfolded logic learning
WZ Dai, ZH Zhou
Asian Conference on Machine Learning, 349-361, 2016
12016
Knowledge-Enhanced Historical Document Segmentation and Recognition
EH Gao, YX Huang, WC Hu, XH Zhu, WZ Dai
Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8409-8416, 2024
2024
Safe Abductive Learning in the Presence of Inaccurate Rules
XW Yang, JJ Shao, WW Tu, YF Li, WZ Dai, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16361 …, 2024
2024
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees
L Tao, YX Huang, WZ Dai, Y Jiang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 15310 …, 2024
2024
Reduced implication-bias logic loss for neuro-symbolic learning
HY He, WZ Dai, M Li
Machine Learning, 1-21, 2024
2024
Human Comprehensible Active Learning of Genome-Scale Metabolic Networks
L Ai, SS Liang, WZ Dai, L Hallett, SH Muggleton, GS Baldwin
arXiv preprint arXiv:2308.12740, 2023
2023
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