Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

Featured collections

Popular topics

Year

1745 results for AI

GREED: A Neural Framework for Learning Graph Distance Functions
- - Rishab Ranjan
  - Siddharth Grover
  - et al.
- 2022
- NeurIPS 2022
Fairness Reprogramming
- - Guanhua Zhang
  - Yihua Zhang
  - et al.
- 2022
- NeurIPS 2022
Learn more about our AI research
Focus Area
Prediction of Ship Traffic on Waterways for Optimized Usage of Harbours with Graph Neural Networks and the Transformer
- - Amadou Ba
  - Christopher Lohse
  - et al.
- 2022
- INFORMS 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications
- - Amit Alfassy
  - Assaf Arbelle
  - et al.
- 2022
- NeurIPS 2022
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations
- - Arjit Jain
  - Sunita Sarawagi
  - et al.
- 2022
- VLDB 2022
A Fully Differentiable Set Autoencoder
- - Nikita Janakarajan
  - Jannis Born
  - et al.
- 2022
- KDD 2022
Global Self-Attention as a Replacement for Graph Convolution
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - et al.
- 2022
- KDD 2022
The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning
- - Orit Davidovich
  - Gheorghe-Teodor Bercea
  - et al.
- 2022
- KDD 2022
Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective
- - Wei Jin
  - Xiaorui Liu
  - et al.
- 2022
- KDD 2022
DocLayNet: A Large Human-Annotated Dataset for Document-Layout Segmentation
- - Birgit Pfitzmann
  - Christoph Auer
  - et al.
- 2022
- KDD 2022