Publications

Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
- - Zhiyuan He
  - Yijun Yang
  - et al.
- 2024
- ICML 2024
Conference paper
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
- - Yihua Zhang
  - Pingzhi Li
  - et al.
- 2024
- ICML 2024
Conference paper
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
- - Zhi-yi Chin
  - Chieh-ming Jiang
  - et al.
- 2024
- ICML 2024
Conference paper
A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces
- - Tobia Boschi
  - Francesca Bonin
  - et al.
- 2024
- ICML 2024
Conference paper
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
- - Teng Xiao
  - Huaisheng Zhu
  - et al.
- 2024
- ICML 2024
Conference paper
Data Engineering for Scaling Language Models to 128K Context
- - Yao Fu
  - Rameswar Panda
  - et al.
- 2024
- ICML 2024
Conference paper
tinyBenchmarks: evaluating LLMs with fewer examples
- - Felipe Maia Polo
  - Lucas Weber
  - et al.
- 2024
- ICML 2024
Conference paper
Asymmetry in Low-Rank Adapters of Foundation Models
- - Jiacheng Zhu
  - Kristjan Greenewald
  - et al.
- 2024
- ICML 2024
Conference paper
3D-VLA: A 3D Vision-Language-Action Generative World Model
- - Haoyu Zhen
  - Xiaowen Qiu
  - et al.
- 2024
- ICML 2024
Conference paper
BRAIn: Bayesian Reward-conditioned Amortized INference for natural language generation from feedback
- - Gaurav Pandey
  - Yatin Nandwani
  - et al.
- 2024
- ICML 2024
Conference paper