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

Data Efficient Neural Scaling Law via Model Reusing
- - Peihao Wang
  - Rameswar Panda
  - et al.
- 2023
- ICML 2023
On the Forward Invariance of Neural ODEs
- - Wei Xiao
  - Tsun-hsuan Wang
  - et al.
- 2023
- ICML 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries
- - Charlotte Loh
  - Seungwook Han
  - et al.
- 2023
- ICML 2023
Graph Switching Dynamical Systems
- - Yongtuo Liu
  - Sara Magliacane
  - et al.
- 2023
- ICML 2023
Reparameterized Policy Learning for Multimodal Trajectory Optimization
- - Zhiao Huang
  - Litian Liang
  - et al.
- 2023
- ICML 2023
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
- - Ella Neeman
  - Roee Aharoni
  - et al.
- 2023
- ACL 2023
From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization
- - Arie Cattan
  - Lilach Edelstein
  - et al.
- 2023
- ACL 2023
AccShield: a New Trusted Execution Environment with Machine-Learning Accelerators
- - Wei Ren
  - William Kozlowski
  - et al.
- 2023
- DAC 2023
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms
- - Tianshu Zhang
  - Changchang Liu
  - et al.
- 2023
- ACL 2023
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
- - Zijie Wang
  - Evan Montoya
  - et al.
- 2023
- ACL 2023