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

A Scalable AutoML Approach Based on Graph Neural Networks
- - Mossad Helali
  - Essam Mansour
  - et al.
- 2022
- VLDB 2022
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data
- - Tian Gao
  - Debarun Bhattacharjya
  - et al.
- 2022
- ICML 2022
Monitoring of IoT Systems at the Edge with Transformer-based Graph Convolutional Neural Networks
- - Amadou Ba
  - Fabio Lorenzi
  - et al.
- 2022
- EDGE 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
- - Prithviraj Sen
  - Breno W.S.R. de Carvalho
  - et al.
- 2022
- AAAI 2022
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
- - Parikshit Ram
  - Kaushik Sinha
- 2022
- AAAI 2022
Bounding Quality in Diverse Planning
- - Michael Katz
  - Shirin Sohrabi
  - et al.
- 2022
- AAAI 2022
A* Search and Bound-Sensitive Heuristics for Oversubscription Planning
- - Michael Katz
  - Emil Keyder
- 2022
- AAAI 2022
Quality Controlled Paraphrase Generation
- - Elron Bandel
  - Ranit Aharonov
  - et al.
- 2022
- ACL 2022
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books
- - Bingsheng Yao
  - Dakuo Wang
  - et al.
- 2022
- ACL 2022
Understanding latent correlation-based multiview learning and self-supervision: An identifiability perspective
- - Qi Lyu
  - Xiao Fu
  - et al.
- 2022
- ICLR 2022