Publications

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
BRAIn: Bayesian Reward-conditioned Amortized INference for natural language generation from feedback
- - Gaurav Pandey
  - Yatin Nandwani
  - et al.
- 2024
- ICML 2024
Conference paper
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Albert Akhriev
  - et al.
- 2024
- ICML 2024
Conference paper
Position: TRUSTLLM: Trustworthiness in Large Language Models
- - Yue Huang
  - Lichao Sun
  - 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
FADAS: Towards Federated Adaptive Asynchronous Optimization
- - Yujia Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024
Conference paper
Flock: A Framework for Deploying On-Demand Distributed Trust
- - Darya Kaviani
  - Sijun Tan
  - et al.
- 2024
- OSDI 2024
Conference paper