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Papers
SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression
ICML 2025
A Tale of Tails: Model Collapse as a Change of Scaling Laws
ICML 2024
BAT: Learning to Reason about Spatial Sounds with Large Language Models
ICML 2024
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning
ICML 2024
OpenVLA: An Open-Source Vision-Language-Action Model
CoRL 2024
Revisiting Character-level Adversarial Attacks for Language Models
ICML 2024
Training-Free Long-Context Scaling of Large Language Models
ICML 2024