Publications

31 results at ICML 2025

Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
- - Zhining Liu
  - Ze Yang
  - et al.
- 2025
- ICML 2025
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
- - Alec Helbling
  - Tuna Meral
  - et al.
- 2025
- ICML 2025
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
- - Mateo Espinosa Zarlenga
  - Gabriele Dominici
  - et al.
- 2025
- ICML 2025
Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
- - Michael Sun
  - Weize Yuan
  - et al.
- 2025
- ICML 2025
M+: Extending MemoryLLM with Scalable Long-Term Memory
- - Yu Wang
  - Dmitry Krotov
  - et al.
- 2025
- ICML 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
- - Maohao Shen
  - Guangtao Zeng
  - et al.
- 2025
- ICML 2025
SPRI: Aligning Large Language Models with Context-Situated Principles
- - Hongli Zhan
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
- - Jeet Mohapatra
  - Nima Dehmamy
  - et al.
- 2025
- ICML 2025
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- ICML 2025