Publications

31 results at ICML 2025

ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
- - Saurabh Jha
  - Rohan Arora
  - et al.
- 2025
- ICML 2025
Otter: Generating Tests from Issues to Validate SWE Patches
- - Toufique Ahmed
  - Jatin Ganhotra
  - et al.
- 2025
- ICML 2025
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
- - Changsheng Wang
  - Yihua Zhang
  - et al.
- 2025
- ICML 2025
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2025
- ICML 2025
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
- - Chen-chia Chang
  - Wan-hsuan Lin
  - et al.
- 2025
- ICML 2025
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- 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