Wang-Zhou Dai

According to our database, Wang-Zhou Dai authored at least 23 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Safe Abductive Learning in the Presence of Inaccurate Rules.

Xiaowen Yang, Jie-Jing Shao, Wei-Wei Tu, Yu-Feng Li, Wang-Zhou Dai, Zhi-Hua Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees.

Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Knowledge-Enhanced Historical Document Segmentation and Recognition.

En-Hao Gao, Yu-Xuan Huang, Wen-Chao Hu, Xin-Hao Zhu, Wang-Zhou Dai

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Abductive subconcept learning.

Zhongyi Han, Le-Wen Cai, Wang-Zhou Dai, Yu-Xuan Huang, Benzheng Wei, Wei Wang, Yilong Yin

Sci. China Inf. Sci., February, 2023

Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings.

Yifei Peng, Yu Jin, Zhexu Luo, Yao-Xiang Ding, Wang-Zhou Dai, Zhong Ren, Kun Zhou

CoRR, 2023

Human Comprehensible Active Learning of Genome-Scale Metabolic Networks.

Lun Ai, Shi-Shun Liang, Wang-Zhou Dai, Liam Hallett, Stephen H. Muggleton, Geoff S. Baldwin

CoRR, 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

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Enabling Knowledge Refinement upon New Concepts in Abductive Learning.

Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Human-like Computer Vision.

Stephen H. Muggleton, Wang-Zhou Dai

Proceedings of the Human-Like Machine Intelligence., 2022

2021

Automated Biodesign Engineering by Abductive Meta-Interpretive Learning.

Wang-Zhou Dai, Liam Hallett, Stephen H. Muggleton, Geoff S. Baldwin

CoRR, 2021

Fast Abductive Learning by Similarity-based Consistency Optimization.

Yu-Xuan Huang, Wang-Zhou Dai, Le-Wen Cai, Stephen H. Muggleton, Yuan Jiang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Abductive Knowledge Induction from Raw Data.

Wang-Zhou Dai, Stephen H. Muggleton

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Abductive Learning with Ground Knowledge Base.

Le-Wen Cai, Wang-Zhou Dai, Yu-Xuan Huang, Yu-Feng Li, Stephen H. Muggleton, Yuan Jiang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Semi-Supervised Abductive Learning and Its Application to Theft Judicial Sentencing.

Yu-Xuan Huang, Wang-Zhou Dai, Jian Yang, Le-Wen Cai, Shaofen Cheng, Ruizhang Huang, Yu-Feng Li, Zhi-Hua Zhou

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Bridging Machine Learning and Logical Reasoning by Abductive Learning.

Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Meta-Interpretive Learning from noisy images.

Stephen H. Muggleton, Wang-Zhou Dai, Claude Sammut, Alireza Tamaddoni-Nezhad, Jing Wen, Zhi-Hua Zhou

Mach. Learn., 2018

Tunneling Neural Perception and Logic Reasoning through Abductive Learning.

Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou

CoRR, 2018

2017

Logical Vision: One-Shot Meta-Interpretive Learning from Real Images.

Wang-Zhou Dai, Stephen H. Muggleton, Jing Wen, Alireza Tamaddoni-Nezhad, Zhi-Hua Zhou

Proceedings of the Inductive Logic Programming - 27th International Conference, 2017

Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge.

Wang-Zhou Dai, Zhi-Hua Zhou

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts.

Wang-Zhou Dai, Stephen H. Muggleton, Zhi-Hua Zhou

Proceedings of the Late Breaking Papers of the 25th International Conference on Inductive Logic Programming, 2015

Statistical Unfolded Logic Learning.

Wang-Zhou Dai, Zhi-Hua Zhou

Proceedings of The 7th Asian Conference on Machine Learning, 2015

2014

Inductive Logic Boosting.

Wang-Zhou Dai, Zhi-Hua Zhou

CoRR, 2014

2011

Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process.

Wang-Zhou Dai, Yang Yu, Zhi-Hua Zhou

Proceedings of the Data Mining Workshops (ICDMW), 2011