A Hitchhiker's Guide to Scaling Law Estimation
- Leshem Choshen
- Yang Zhang
- et al.
- 2025
- ICML 2025
Conference paper
Publications
38 results at ICML 2025
AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
- Prashanth Vijayaraghavan
- Luyao Shi
- et al.
- 2025
- ICML 2025
Conference paperCompress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- Rickard Gabrielsson
- Jiacheng Zhu
- et al.
- 2025
- ICML 2025
Conference paperSPRI: Aligning Large Language Models with Context-Situated Principles
- Hongli Zhan
- Muneeza Azmat
- et al.
- 2025
- ICML 2025
Conference paperInvariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
- Changsheng Wang
- Yihua Zhang
- et al.
- 2025
- ICML 2025
Conference paperRegress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
- Jonas Zausinger
- Lars Pennig
- et al.
- 2025
- ICML 2025
Conference paperLaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
- Chen-chia Chang
- Wan-hsuan Lin
- et al.
- 2025
- ICML 2025
Conference paperPosition: Theory of Mind Benchmarks are Broken for Large Language Models
- Matthew Riemer
- Zahra Ashktorab
- et al.
- 2025
- ICML 2025
Conference paperITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
- Saurabh Jha
- Rohan Arora
- et al.
- 2025
- ICML 2025
Conference paperSpeculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- Ziyao Wang
- Muneeza Azmat
- et al.
- 2025
- ICML 2025
Conference paper