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

On the Number of Quantifiers Needed to Define Boolean Functions
- - Marco Carmosino
  - Ron Fagin
  - et al.
- 2024
- MFCS 2024
What makes Models Compositional? A Theoretical View
- - Parikshit Ram
  - Tim Klinger
  - et al.
- 2024
- IJCAI 2024
Theory-guided Message Passing Neural Network for Probabilistic Inference
- - Zijun Cui
  - Hanjing Wang
  - et al.
- 2024
- AISTATS 2024
Sandwiched Lo-res Simulation for Scalable Flood Modeling
- - Refaldi Intri Dwi Putra
  - Tatsuya Ishikawa
  - et al.
- 2024
- ICASSP 2024
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
- - Kinjal Basu
  - Keerthiram Murugesan
  - et al.
- 2024
- EACL 2024
CHRONOS: A Schema-Based Event Understanding and Prediction System
- - Maria Chang
  - Achille Fokoue
  - et al.
- 2024
- IAAI 2024
Knowledge Graph Compression for Enhancing Diverse Commonsense Generation
- - Eunjeong Hwang
  - Veronika Thost
  - et al.
- 2023
- EMNLP 2023
ULKB Logic: A HOL-based framework for reasoning over knowledge graphs
- 2023
- SBMF 2023
Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration
- - Hanning Chen
  - Yeseong Kim
  - et al.
- 2023
- VLSI-SoC 2023
PARIS: Planning Algorithms for Reconfiguring Independent Sets
- - Remo Christen
  - Salomé Eriksson
  - et al.
- 2023
- ECAI 2023