Publications

54 results at ICML 2024

Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
- - Bairu Hou
  - Yujian Liu
  - et al.
- 2024
- ICML 2024
Gated Linear Attention Transformers with Hardware-Efficient Training
- - Songlin Yang
  - Bailin Wang
  - et al.
- 2024
- ICML 2024
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
- - Pingchuan Ma
  - Tsun-Hsuan Wang
  - et al.
- 2024
- ICML 2024
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - 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
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption
- - Itamar Zimerman
  - Moran Baruch
  - et al.
- 2024
- ICML 2024
A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
- - Marten Van Dijk
  - Nhuong Nguyen
  - et al.
- 2024
- ICML 2024
Slicing Mutual Information Generalization Bounds for Neural Networks
- - Kimia Nadjahi
  - Kristjan Greenewald
  - et al.
- 2024
- ICML 2024
3D-VLA: A 3D Vision-Language-Action Generative World Model
- - Haoyu Zhen
  - Xiaowen Qiu
  - et al.
- 2024
- ICML 2024