Wang-Zhou Dai

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 21

Top Topics

Metabolic Networks

Biologically Motivated

Logical Reasoning

Active Learning

Top Venues

Publications

En-Hao Gao, Yu-Xuan Huang, Wen-Chao Hu, Xin-Hao Zhu, Wang-Zhou Dai
Knowledge-Enhanced Historical Document Segmentation and Recognition. AAAI (2024)
Hao-Yuan He, Wang-Zhou Dai, Ming Li
Reduced implication-bias logic loss for neuro-symbolic learning. Mach. Learn. 113 (6) (2024)
Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees. AAAI (2024)
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)
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)
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 (2023)
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 (2023)
Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees. CoRR (2023)
Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou
Enabling Knowledge Refinement upon New Concepts in Abductive Learning. AAAI (2023)
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)
Le-Wen Cai, Wang-Zhou Dai, Yu-Xuan Huang, Yu-Feng Li, Stephen Muggleton, Yuan Jiang
Abductive Learning with Ground Knowledge Base. IJCAI (2021)
Wang-Zhou Dai, Stephen Muggleton
Abductive Knowledge Induction from Raw Data. IJCAI (2021)
Wang-Zhou Dai, Liam Hallett, Stephen H. Muggleton, Geoff S. Baldwin
Automated Biodesign Engineering by Abductive Meta-Interpretive Learning. CoRR (2021)
Yu-Xuan Huang, Wang-Zhou Dai, Le-Wen Cai, Stephen H. Muggleton, Yuan Jiang
Fast Abductive Learning by Similarity-based Consistency Optimization. NeurIPS (2021)
Yu-Xuan Huang, Wang-Zhou Dai, Jian Yang, Le-Wen Cai, Shaofen Cheng, Ruizhang Huang, Yu-Feng Li, Zhi-Hua Zhou
Semi-Supervised Abductive Learning and Its Application to Theft Judicial Sentencing. ICDM (2020)
Wang-Zhou Dai, Stephen H. Muggleton
Abductive Knowledge Induction From Raw Data. CoRR (2020)
Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou
Bridging Machine Learning and Logical Reasoning by Abductive Learning. NeurIPS (2019)
Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou
Tunneling Neural Perception and Logic Reasoning through Abductive Learning. CoRR (2018)
Stephen Muggleton, Wang-Zhou Dai, Claude Sammut, Alireza Tamaddoni-Nezhad, Jing Wen, Zhi-Hua Zhou
Meta-Interpretive Learning from noisy images. Mach. Learn. 107 (7) (2018)
Wang-Zhou Dai, Zhi-Hua Zhou
Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge. AAAI (2017)
Wang-Zhou Dai, Stephen Muggleton, Jing Wen, Alireza Tamaddoni-Nezhad, Zhi-Hua Zhou
Logical Vision: One-Shot Meta-Interpretive Learning from Real Images. ILP (2017)
Wang-Zhou Dai, Zhi-Hua Zhou
Statistical Unfolded Logic Learning. ACML (2015)
Wang-Zhou Dai, Stephen H. Muggleton, Zhi-Hua Zhou
Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts. ILP (Late Breaking Papers) (2015)
Wang-Zhou Dai, Zhi-Hua Zhou
Inductive Logic Boosting. CoRR (2014)
Wang-Zhou Dai, Yang Yu, Zhi-Hua Zhou
Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process. ICDM Workshops (2011)