Publications

531 results for Generative AI

Asymmetry in Low-Rank Adapters of Foundation Models
- - Jiacheng Zhu
  - Kristjan Greenewald
  - et al.
- 2024
- ICML 2024
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
- - Chen-chia Chang
  - Yikang Shen
  - et al.
- 2024
- ICML 2024
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
- - Mohammed Nowaz Rabbani Chowdhury
  - Meng Wang
  - et al.
- 2024
- ICML 2024
BRAIn: Bayesian Reward-conditioned Amortized INference for natural language generation from feedback
- - Gaurav Pandey
  - Yatin Nandwani
  - et al.
- 2024
- ICML 2024
Humans Linguistically Align to their Conversational Partners, and Language Models Should Too
- - Rachel Ostrand
  - Sara Berger
- 2024
- ICML 2024
Needle in the Haystack for Memory Based Large Language Models
- - Payel Das
  - Soham Dan
  - et al.
- 2024
- ICML 2024
CharED: Character-wise Ensemble Decoding for Large Language Models
- - Kevin Gu
  - Eva Tuecke
  - et al.
- 2024
- ICML 2024
Generation constraint scaling can mitigate hallucination
- - Georgios Kollias
  - Payel Das
  - et al.
- 2024
- ICML 2024
AgraBOT: Accelerating Third-Party Security Risk Management in Enterprise Setting through Generative AI
- - Mert Toslali
  - Edward Snible
  - et al.
- 2024
- ESEC/FSE 2024
Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- - Yuya Jeremy Ong
  - Jay Pankaj Gala
  - et al.
- 2024
- IEEE CISOSE 2024