Publications

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Conference paper
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
- - Zhining Liu
  - Ze Yang
  - et al.
- 2025
- ICML 2025
Conference paper
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
- - Jeet Mohapatra
  - Nima Dehmamy
  - et al.
- 2025
- ICML 2025
Conference paper
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
- - Maohao Shen
  - Guangtao Zeng
  - et al.
- 2025
- ICML 2025
Conference paper
Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
- - Michael Sun
  - Weize Yuan
  - et al.
- 2025
- ICML 2025
Conference paper
Feasibility study of seizure detection using commercial smartwatches in patients with epilepsy
- - Bing Dang
  - Andreas Alexopoulos
  - et al.
- 2025
- ICDH 2025
Conference paper
Predicting Glucose Levels in Diabetic Kidney Transplant Recipients Using Multivariate Temporal Modeling Across Clinically Defined Subcohorts
- - Carla Agurto
  - Eduardo Castro
  - et al.
- 2025
- ICDH 2025
Conference paper
Toward a Foundation Model for Healthcare Applications on Single-Camera Gait Analysis
- - Yasunori Yamada
  - Masatomo Kobayashi
  - et al.
- 2025
- ICDH 2025
Conference paper
Unraveling Cocaine and Heroin Addiction Patterns: A Robust LLM Approach Using iRISA Elements to Analyze Short and Spontaneous Speech Samples
- - Carla Agurto
  - Bo Wen
  - et al.
- 2025
- ICDH 2025
Conference paper
KITE+: A Knowledge Integration Platform to Support the Development of Multi-Modal, Large-Scale Data Analytics Applications with Alignment to Modern Data Protection Laws
- - Rodrigo Ordonez-Hurtado
  - Francesca Bonin
  - et al.
- 2025
- ICDH 2025
Conference paper