Publications

37 results at ICML 2025

AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
- - Prashanth Vijayaraghavan
  - Luyao Shi
  - et al.
- 2025
- ICML 2025
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
- - Zhining Liu
  - Ze Yang
  - et al.
- 2025
- ICML 2025
SPRI: Aligning Large Language Models with Context-Situated Principles
- - Hongli Zhan
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- ICML 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - 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
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
- - Saurabh Jha
  - Rohan Arora
  - et al.
- 2025
- ICML 2025
M+: Extending MemoryLLM with Scalable Long-Term Memory
- - Yu Wang
  - Dmitry Krotov
  - et al.
- 2025
- ICML 2025
Position: Theory of Mind Benchmarks are Broken for Large Language Models
- - Matthew Riemer
  - Zahra Ashktorab
  - 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