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

Approximate Inference in Logical Credal Networks
- - Radu Marinescu
  - Haifeng Qian
  - et al.
- 2023
- IJCAI 2023
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations
- - Achille Fokoue
  - Ibrahim Abdelaziz
  - et al.
- 2023
- IJCAI 2023
Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models
- - Debarun Bhattacharjya
  - Oktie Hassanzadeh
  - et al.
- 2023
- IJCAI 2023
Generating SAS+ Planning Tasks of Specified Causal Structure
- - Michael Katz
  - Junkyu Lee
  - et al.
- 2023
- SoCS 2023
Biomechanics-guided Facial Action Unit Detection through Force Modeling
- - Zijun Cui
  - Chenyi Kuang
  - et al.
- 2023
- CVPR 2023
Quantum Graph Transformers
- - Georgios Kollias
  - Vasileios Kalantzis
  - et al.
- 2023
- ICASSP 2023
Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection
- - Parikshit Ram
  - Alexander Gray
  - et al.
- 2023
- SDM 2023
Two-Sample Tests for Inhomogeneous Random Graphs in L_r norm: Optimality and Asymptotics
- - Sayak Chatterjee
  - Dibyendu Saha
  - et al.
- 2023
- AISTATS 2023
Distributionally Robust Optimization for Input Model Uncertainty in Simulation-Based Decision Making
- - Soumyadip Ghosh
  - Mark S. Squillante
- 2022
- WSC 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
- - Subhajit Chaudhury
  - Sarathkrishna Swaminathan
  - et al.
- 2022
- EMNLP 2022