Publications

54 results at 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
Conference paper
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - et al.
- 2024
- ICML 2024
Conference paper
Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
- - Heting Gao
  - Kaizhi Qian
  - et al.
- 2024
- ICML 2024
Conference paper
Distributed Bilevel Optimization with Communication Compression
- - Yutong He
  - Jie Hu
  - et al.
- 2024
- ICML 2024
Conference paper
A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024
Conference paper
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model
- - Indra Priyadarsini S
  - Vidushi Sharma
  - et al.
- 2024
- ICML 2024
Workshop paper
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties Prediction
- - Victor Shirasuna
  - Eduardo Almeida Soares
  - et al.
- 2024
- ICML 2024
Workshop paper
Masking in Molecular Graphs Leveraging Reaction Context
- - Jiannan Yang
  - Veronika Thost
  - et al.
- 2024
- ICML 2024
Workshop paper
Humans Linguistically Align to their Conversational Partners, and Language Models Should Too
- - Rachel Ostrand
  - Sara Berger
- 2024
- ICML 2024
Workshop paper
Needle in the Haystack for Memory Based Large Language Models
- - Payel Das
  - Soham Dan
  - et al.
- 2024
- ICML 2024
Workshop paper