Publications

1587 results for Machine Learning

Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2025
- NeurIPS 2025
Enabling Accurate and Interpretable Property Prediction with TDiMS in Large Molecules
- - Lisa Hamada
  - Akihiro Kishimoto
  - et al.
- 2025
- NeurIPS 2025
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- - Aladin Djuhera
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
Automated Structure Elucidation at Human-Level Accuracy via a Multimodal Multitask Language Model
- - Marvin Alberts
  - Nina Hartrampf
  - et al.
- 2025
- NeurIPS 2025
Representation Similarity Reveals Implicit Layer Grouping in Neural Networks
- - Tian Gao
  - Amit Dhurandhar
  - et al.
- 2025
- NeurIPS 2025
SafeCOMM: Investigating Safety Degradation in Fine-Tuned Telecom Large Language Models
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2025
- NeurIPS 2025
Task-driven Sensing with Coarse-to-Fine Glimpse-based Active Perception
- - Oleh Kolner
  - Thomas Bohnstingl
  - et al.
- 2025
- NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
From Descriptions to Chemical Hazards: Predicting Persistence, Bioaccumulation, and Toxicity from Natural Language Using LLMs
- - Sarath Swaminathan
  - Nathaniel Park
  - et al.
- 2025
- NeurIPS 2025
SemCLIP: A Semantic Memory-Aligned Vision Language Model
- - Tanveer Syeda-Mahmood
  - Niharika DSouza
  - et al.
- 2025
- NeurIPS 2025