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.

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Year

KerGNNs: Interpretable Graph Neural Networks with Graph Kernels
- - Aosong Feng
  - Chenyu You
  - et al.
- 2022
- AAAI 2022
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2022
- AAAI 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building BetterLanguage Models for Code Understanding
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2022
- AAAI 2022
Directed Graph Auto-Encoders
- - Georgios Kollias
  - Vasileios Kalantzis
  - et al.
- 2022
- AAAI 2022
Interpretable Clustering via Multi-Polytope Machines
- - Connor Lawless
  - Jayant Kalagnanam
  - et al.
- 2022
- AAAI 2022
Deploying an Artificial Intelligence Application to detect flood from Sentinel 1 data
- - Paolo Fraccaro
  - Nikola Elvis Stoyanov
  - et al.
- 2022
- IAAI 2022
Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services
- - Amar Prakash Azad
  - SUPRIYO GHOSH
  - et al.
- 2022
- IAAI 2022
Constrained Prescriptive Trees via Column Generation
- - Shivaram Subramanian
  - Wei Sun
  - et al.
- 2022
- AAAI 2022
Enhancing Counterfactual Classification Performance via Self-Training
- - Ruijiang Gao
  - Max Biggs
  - et al.
- 2022
- AAAI 2022
Fourier Representations for Black-Box Optimization over Categorical Variables
- - Hamid Dadkhahi
  - Jesus Rios Aliaga
  - et al.
- 2022
- AAAI 2022