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

44 results at AAAI 2022

Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents
- - Keerthiram Murugesan
  - Subhajit Chaudhury
  - et al.
- 2022
- AAAI 2022
A* Search and Bound-Sensitive Heuristics for Oversubscription Planning
- - Michael Katz
  - emil keyder
- 2022
- AAAI 2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis
- - Liat Ein-Dor
  - Ilya Shnayderman
  - et al.
- 2022
- AAAI 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
- - Prithvi Sen
  - Breno William Santos Rezende de Carvalho
  - et al.
- 2022
- AAAI 2022
Vision Transformers are Robust Learners
- - Sayak Paul
  - Pin-Yu Chen
- 2022
- AAAI 2022
Training a Resilient Q-Network against Observational Interference
- - Chao-Han Huck Yang
  - I-Te Hung
  - et al.
- 2022
- AAAI 2022
Zeroth-order Optimization for Composite Problems with Functional Constraints
- - Zichong Li
  - Yangyang Xu
  - et al.
- 2022
- AAAI 2022
Adversarial Examples can be Effective Data Augmentation for Unsupervised Machine Learning
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2022
- AAAI 2022
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
- - Parikshit Ram
  - Kaushik Sinha
- 2022
- AAAI 2022
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
- - Akihiro Kishimoto
  - Djallel Bouneffouf
  - et al.
- 2022
- AAAI 2022