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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387 results for Generative AI

Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
- - Chia-yi Hsu
  - Yu-Lin Tsai
  - et al.
- 2024
- NeurIPS 2024
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- - Runqian Wang
  - Soumya Ghosh
  - et al.
- 2024
- NeurIPS 2024
Score Distillation via Reparametrized DDIM
- - Artem Lukoianov
  - Haitz Saez De Ocariz Borde
  - et al.
- 2024
- NeurIPS 2024
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- - Zhaitang Li
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training
- - Kristjan Greenewald
  - Yuancheng Yu
  - et al.
- 2024
- NeurIPS 2024
Efficient multi-prompt evaluation of LLMs
- - Felipe Maia Polo
  - Ronald Xu
  - et al.
- 2024
- NeurIPS 2024
Queue Management for Large Language Model Serving
- - Archit Patke
  - Dhemath Reddy
  - et al.
- 2024
- SoCC 2024
Foundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- - Nathaniel Park
  - Tiffany Callahan
  - et al.
- 2024
- MRS Fall Meeting 2024
Predicting NDVI from SAR images toward Above Ground Biomass Estimation
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- AGU 2024
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
- - Jiabao Ji
  - Yujian Liu
  - et al.
- 2024
- NeurIPS 2024