Wang-Zhou Dai

Orcid: 0000-0002-6884-7158

Affiliations:
  • Nanjing University, China
  • Imperial College London, UK (former)


According to our database1, Wang-Zhou Dai authored at least 25 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Reduced implication-bias logic loss for neuro-symbolic learning.
Mach. Learn., June, 2024

Safe Abductive Learning in the Presence of Inaccurate Rules.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Knowledge-Enhanced Historical Document Segmentation and Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Abductive subconcept learning.
Sci. China Inf. Sci., February, 2023

Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings.
CoRR, 2023

Human Comprehensible Active Learning of Genome-Scale Metabolic Networks.
CoRR, 2023

Enabling Abductive Learning to Exploit Knowledge Graph.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Enabling Knowledge Refinement upon New Concepts in Abductive Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Reduced Implication-bias Logic Loss for Neuro-Symbolic Learning.
CoRR, 2022

Human-like Computer Vision.
Proceedings of the Human-Like Machine Intelligence., 2022

2021
Automated Biodesign Engineering by Abductive Meta-Interpretive Learning.
CoRR, 2021

Fast Abductive Learning by Similarity-based Consistency Optimization.
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.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Abductive Learning with Ground Knowledge Base.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Semi-Supervised Abductive Learning and Its Application to Theft Judicial Sentencing.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019
Bridging Machine Learning and Logical Reasoning by Abductive Learning.
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.
Mach. Learn., 2018

Tunneling Neural Perception and Logic Reasoning through Abductive Learning.
CoRR, 2018

2017
Logical Vision: One-Shot Meta-Interpretive Learning from Real Images.
Proceedings of the Inductive Logic Programming - 27th International Conference, 2017

Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015
Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts.
Proceedings of the Late Breaking Papers of the 25th International Conference on Inductive Logic Programming, 2015

Statistical Unfolded Logic Learning.
Proceedings of The 7th Asian Conference on Machine Learning, 2015

2014
Inductive Logic Boosting.
CoRR, 2014

2011
Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process.
Proceedings of the Data Mining Workshops (ICDMW), 2011


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