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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51 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
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
- - Prithviraj Sen
  - Breno W.S.R. 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 Danny Hung
  - et al.
- 2022
- AAAI 2022
Zeroth-Order Optimization for Composite Problems with Functional Constraints
- - Zichong Li
  - Pin-Yu Chen
  - 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
Bounding Quality in Diverse Planning
- - Michael Katz
  - Shirin Sohrabi
  - et al.
- 2022
- AAAI 2022
KerGNNs: Interpretable Graph Neural Networks with Graph Kernels
- - Aosong Feng
  - Chenyu You
  - et al.
- 2022
- AAAI 2022