Huaduo Wang

According to our database, Huaduo Wang authored at least 23 papers between 2019 and 2024.

Collaborative distances:

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

2024

FOLD-SE: An Efficient Rule-Based Machine Learning Algorithm with Scalable Explainability.

Huaduo Wang, Gopal Gupta

Proceedings of the Practical Aspects of Declarative Languages, 2024

Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks.

Parth Padalkar, Huaduo Wang, Gopal Gupta

Proceedings of the Practical Aspects of Declarative Languages, 2024

NeSyFOLD: A Framework for Interpretable Image Classification.

Parth Padalkar, Huaduo Wang, Gopal Gupta

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

2023

Logic-Based Explainable and Incremental Machine Learning.

Gopal Gupta, Huaduo Wang, Kinjal Basu, Farhad Shakerin, Elmer Salazar, Sarat Chandra Varanasi, Parth Padalkar, Sopam Dasgupta

Proceedings of the Prolog: The Next 50 Years, 2023

Prolog: Past, Present, and Future.

Gopal Gupta, Elmer Salazar, Farhad Shakerin, Joaquín Arias, Sarat Chandra Varanasi, Kinjal Basu, Huaduo Wang, Fang Li, Serdar Erbatur, Parth Padalkar, Abhiramon Rajasekharan, Yankai Zeng, Manuel Carro

Proceedings of the Prolog: The Next 50 Years, 2023

NeSyFOLD: A System for Generating Logic-based Explanations from Convolutional Neural Networks.

Parth Padalkar, Huaduo Wang, Gopal Gupta

CoRR, 2023

NeSyFOLD: Extracting Logic Programs from Convolutional Neural Networks.

Parth Padalkar, Huaduo Wang, Gopal Gupta

Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), 2023

2022

FOLD-RM: A Scalable, Efficient, and Explainable Inductive Learning Algorithm for Multi-Category Classification of Mixed Data.

Huaduo Wang, Farhad Shakerin, Gopal Gupta

Theory Pract. Log. Program., 2022

FOLD-SE: Scalable Explainable AI.

Huaduo Wang, Gopal Gupta

CoRR, 2022

FOLD-TR: A Scalable and Efficient Inductive Learning Algorithm for Learning To Rank.

Huaduo Wang, Gopal Gupta

CoRR, 2022

FOLD-RM: A Scalable and Efficient Inductive Learning Algorithm for Multi-Category Classification of Mixed Data.

Huaduo Wang, Farhad Shakerin, Gopal Gupta

CoRR, 2022

Tutorial: Automating Commonsense Reasoning.

Gopal Gupta, Elmer Salazar, Sarat Chandra Varanasi, Kinjal Basu, Joaquín Arias, Farhad Shakerin, Fang Li, Huaduo Wang

Proceedings of the International Conference on Logic Programming 2022 Workshops co-located with the 38th International Conference on Logic Programming (ICLP 2022), Haifa, Israel, July 31st, 2022

Symbolic Reinforcement Learning Framework with Incremental Learning of Rule-based Policy.

Kinjal Basu, Elmer Salazar, Huaduo Wang, Joaquín Arias, Parth Padalkar, Gopal Gupta

Proceedings of the International Conference on Logic Programming 2022 Workshops co-located with the 38th International Conference on Logic Programming (ICLP 2022), Haifa, Israel, July 31st, 2022

FOLD-R++: A Scalable Toolset for Automated Inductive Learning of Default Theories from Mixed Data.

Huaduo Wang, Gopal Gupta

Proceedings of the Functional and Logic Programming - 16th International Symposium, 2022

2021

FOLD-R++: A Toolset for Automated Inductive Learning of Default Theories from Mixed Data.

Huaduo Wang, Gopal Gupta

CoRR, 2021

CASPR: A Commonsense Reasoning-based Conversational Socialbot.

Kinjal Basu, Huaduo Wang, Nancy Dominguez, Xiangci Li, Fang Li, Sarat Chandra Varanasi, Gopal Gupta

CoRR, 2021

A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories.

Huaduo Wang, Farhad Shakerin, Gopal Gupta

CoRR, 2021

DiscASP: A Graph-based ASP System for Finding Relevant Consistent Concepts with Applications to Conversational Socialbots.

Fang Li, Huaduo Wang, Kinjal Basu, Elmer Salazar, Gopal Gupta

Proceedings of the Proceedings 37th International Conference on Logic Programming (Technical Communications), 2021

grASP: A Graph Based ASP-Solver and Justification System.

Fang Li, Huaduo Wang, Gopal Gupta

CoRR, 2021

AUTO-DISCERN: Autonomous Driving Using Common Sense Reasoning.

Suraj Kothawade, Vinaya Khandelwal, Kinjal Basu, Huaduo Wang, Gopal Gupta

Proceedings of the International Conference on Logic Programming 2021 Workshops co-located with the 37th International Conference on Logic Programming (ICLP 2021), 2021

Formalizing Informal Logic and Natural Language Deductivism.

Gopal Gupta, Sarat Varnasi, Kinjal Basu, Zhuo Chen, Elmer Salazar, Farhad Shakerin, Serdar Erbatur, Fang Li, Huaduo Wang, Joaquín Arias, Brendan Hall, Kevin Driscoll

Proceedings of the International Conference on Logic Programming 2021 Workshops co-located with the 37th International Conference on Logic Programming (ICLP 2021), 2021

2019

Toward Semi-Automated Role Mapping for IoT Systems in Smart Cities.

Fang Li, Huaduo Wang, Lijuan Diao, I-Ling Yen, Farokh B. Bastani

Proceedings of the 2019 IEEE International Smart Cities Conference, 2019

A Smart Role Mapping Recommendation System.

Lijuan Diao, Huaduo Wang, Sultan Alsarra, I-Ling Yen, Farokh B. Bastani

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019