Publications

840 results for Foundation Models

A Large Multimodal Molecular Representation Encoder-Decoder Foundation Model for Chemistry
- - Victor Yukio Shirasuna
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Workshop paper
ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning
- - Weiqin Chen
  - Nhan Pham
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
A foundation model with multi-variate parallel attention to generate neuronal activity
- - Francesco Carzaniga
  - Michael Hersche
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation
- - Basel Shbita
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
AI for Advanced Materials in Integration and Packaging
- - Jed Pitera
  - Eric A. Joseph
  - et al.
- 2025
- MRS Fall Meeting 2025
Invited talk
Interpretable Molecular Modeling via LLM Agents with Chain-of-Thought Reasoning
- - Seiji Takeda
  - Indra Priyadarsini S
  - et al.
- 2025
- MRS Fall Meeting 2025
Talk
From RNNs to Transformers: benchmarking deep learning architectures for hydrologic prediction
- - Jiangtao Liu
  - Chaopeng Shen
  - et al.
- 2025
- Hydrology and Earth System Sciences
Paper
UniAVLM: Unified Large Audio-Visual Language Models for Comprehensive Video Understanding
- - Lecheng Yan
  - Chenyang Lyu
  - et al.
- 2025
- PRICAI 2025
Conference paper
Agentic AI for Simulations Workflows
- - Vadim Elisseev
  - Robert Firth
  - et al.
- 2025
- SC 2025
Short paper