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

Representation Learning of Multivariate Time Series using a Transformer Framework
- - George Zerveas
  - Srideepika Jayaraman
  - et al.
- 2021
- KDD 2021
Graph Adversarial Attack via Rewiring
- - Yao Ma
  - Suhang Wang
  - et al.
- 2021
- KDD 2021
Leveraging Latent Features for Local Explanations
- - Ronny Luss
  - Pin-Yu Chen
  - et al.
- 2021
- KDD 2021
Explainability for Natural Language Processing
- - Marina Danilevsky
  - Shipi Dhanorkar
  - et al.
- 2021
- KDD 2021
Toward Explainable Deep Anomaly Detection
- - Guansong Pang
  - Charu Aggarwal
- 2021
- KDD 2021
Third Workshop on Adversarial Learning Methods for Machine Learning and Data Mining (AdvML 2021)
- - Pin-Yu Chen
  - Cho-Jui Hsieh
  - et al.
- 2021
- KDD 2021
2nd International Workshop on Data Quality Assessment for Machine Learning
- - Hima Patel
  - Fuyuki Ishikawa
  - et al.
- 2021
- KDD 2021
Fragile Earth: Accelerating Progress towards Equitable Sustainability
- - Naoki Abe
  - Kathleen Buckingham
  - et al.
- 2021
- KDD 2021
Data Science with Human in the Loop
- - Eduard Dragut
  - Yunyao Li
  - et al.
- 2021
- KDD 2021
Data Quality for Machine Learning Tasks
- - Nitin Gupta
  - Shashank Mujumdar
  - et al.
- 2021
- KDD 2021