Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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295 results for Neuro-symbolic AI

Dynamic Graph Convolutional Networks Using the Tensor M-Product
- - Osman Asif Malik
  - Shashanka Ubaru
  - et al.
- 2021
- SDM 2021
Don't Forget to Sign the Gradients!
- - Omid Aramoon
  - Pin-Yu Chen
  - et al.
- 2021
- MLSys 2021
DeepTune: Robust Global Optimization of Electronic Circuit Design Via Neuro-Symbolic Optimization
- - Chai Wah Wu
  - Ann Chen Wu
  - et al.
- 2021
- ISCAS 2021
Neural belief reasoner
- - Haifeng Qian
- 2021
- IJCAI 2020
Learning neural-symbolic descriptive planning models via cube-space priors: The voyage home (to STRIPS)
- - Masataro Asai
  - Christian Muise
- 2021
- IJCAI 2020
Learning explainable linguistic expressions with neural inductive logic programming for sentence classification
- - Prithviraj Sen
  - Marina Danilevsky
  - et al.
- 2020
- EMNLP 2020
Optimal Control in Fluid Models of Stochastic Networks with Constraints
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2020
- INFORMS 2020
Exploring context-free languages via planning: The case for automating machine learning
- - Michael Katz
  - Parikshit Ram
  - et al.
- 2020
- ICAPS 2020
Terminating Differentiable Tree Experts
- - Jonathan Thomm
  - Michael Hersche
  - et al.
- 2024
- NeSy 2024
Towards Learning Abductive Reasoning using VSA Distributed Representations
- - Giacomo Camposampiero
  - Michael Hersche
  - et al.
- 2024
- NeSy 2024