Publications

12 results at ICML 2025

AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
- - Prashanth Vijayaraghavan
  - Luyao Shi
  - et al.
- 2025
- ICML 2025
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- - Rickard Gabrielsson
  - Jiacheng Zhu
  - 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
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
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
- - Mateo Espinosa Zarlenga
  - Gabriele Dominici
  - et al.
- 2025
- ICML 2025
In-Context Bias Propagation in LLM-Based Tabular Data Generation
- - Pol Garcia Recasens
  - Alberto Gutierrez-torre
  - et al.
- 2025
- ICML 2025