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Papers
A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints
ICML 2025
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
ICML 2025
Selecting Large Language Model to Fine-tune via Rectified Scaling Law
ICML 2024
Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance
ICCV 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators
EMNLP 2023
Revealing the Dark Secrets of Masked Image Modeling
CVPR 2023
Predicting Fine-Tuning Performance with Probing
EMNLP 2022