Search Results for author: Liangliang Wang

Found 3 papers, 0 papers with code

SPAFIT: Stratified Progressive Adaptation Fine-tuning for Pre-trained Large Language Models

no code implementations30 Apr 2024 Samir Arora, Liangliang Wang

Full fine-tuning is a popular approach to adapt Transformer-based pre-trained large language models to a specific downstream task.

Random Tessellation Forests

no code implementations NeurIPS 2019 Shufei Ge, Shijia Wang, Yee Whye Teh, Liangliang Wang, Lloyd T. Elliott

The Ostomachion process and the self-consistent binary space partitioning-tree process were recently introduced as generalizations of the Mondrian process for space partitioning with non-axis aligned cuts in the two dimensional plane.

Entangled Monte Carlo

no code implementations NeurIPS 2012 Seong-Hwan Jun, Liangliang Wang, Alexandre Bouchard-Côté

We propose a novel method for scalable parallelization of SMC algorithms, Entangled Monte Carlo simulation (EMC).

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