Publications

514 results for Generative AI

UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning
- - Lin Junhong
  - Xiaojie Guo
  - et al.
- 2024
- Big Data 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - 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
Score Distillation via Reparametrized DDIM
- - Artem Lukoianov
  - Haitz Saez De Ocariz Borde
  - et al.
- 2024
- NeurIPS 2024
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
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
- - Vijay E
  - Arindam Jati
  - 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
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- - Xiaomeng Xu
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
- - Yuchen Hu
  - Chen Chen
  - et al.
- 2024
- NeurIPS 2024