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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Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity
- - Weichao Mao
  - Haoran Qiu
  - et al.
- 2023
- NeurIPS 2023
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network
- - Yuting Hu
  - Jiajie Li
  - et al.
- 2023
- NeurIPS 2023
Learning Human Action Recognition Representations Without Real Humans
- - Howard Zhong
  - Samarth Mishra
  - et al.
- 2023
- NeurIPS 2023
The Impact of Positional Encoding on Length Generalization in Transformers
- - Amirhossein Kazemnejad
  - Inkit Padhi
  - et al.
- 2023
- NeurIPS 2023
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
- - Zhiqing Sun
  - Yikang Shen
  - et al.
- 2023
- NeurIPS 2023
Efficient Equivariant Transfer Learning from Pretrained Models
- - Sourya Basu
  - Pulkit Katdare
  - et al.
- 2023
- NeurIPS 2023
Improved Self-supervised Molecular Representation Learning using Persistent Homology
- - Yuankai Luo
  - Lei Shi
  - et al.
- 2023
- NeurIPS 2023
Long Sequence Hopfield Memory
- - Hamza Tahir Chaudhry
  - Jacob Zavatone-veth
  - et al.
- 2023
- NeurIPS 2023
Energy Transformer
- - Benjamin Hoover
  - Yuchen Liang
  - et al.
- 2023
- NeurIPS 2023
Adaptive Online Replanning with Diffusion Models
- - Siyuan Zhou
  - Yilun Du
  - et al.
- 2023
- NeurIPS 2023