Publications

539 results for Generative AI

Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory Computing
- - Julian Büchel
  - A. Vasilopoulos
  - et al.
- 2025
- Nat. Comput. Sci.
Beyond neuropsychological tests: AI speech analysis in PKU
- - Susan Waisbren
  - Kely Norel
  - et al.
- 2024
- J. Inherit. Metab. Dis.
Foundation models for the electric power grid
- - Hendrik F. Hamann
  - Blazhe Gjorgiev
  - et al.
- 2024
- Joule
UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning
- - Lin Junhong
  - Xiaojie Guo
  - et al.
- 2024
- Big Data 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
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
- - Yuchen Hu
  - Chen Chen
  - 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