Search Results for author: Ilgee Hong

Found 3 papers, 2 papers with code

Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching

1 code implementation28 May 2023 Ilgee Hong, Sen Na, Michael W. Mahoney, Mladen Kolar

Our method adaptively controls the accuracy of the randomized solver and the penalty parameters of the exact augmented Lagrangian, to ensure that the inexact Newton direction is a descent direction of the exact augmented Lagrangian.

Who Wrote this Code? Watermarking for Code Generation

1 code implementation24 May 2023 Taehyun Lee, Seokhee Hong, Jaewoo Ahn, Ilgee Hong, Hwaran Lee, Sangdoo Yun, Jamin Shin, Gunhee Kim

Based on \citet{Kirchenbauer2023watermark}, we propose a new watermarking method, Selective WatErmarking via Entropy Thresholding (SWEET), that promotes "green" tokens only at the position with high entropy of the token distribution during generation, thereby preserving the correctness of the generated code.

Code Generation Text Detection

A Simplified Framework for Contrastive Learning for Node Representations

no code implementations1 May 2023 Ilgee Hong, Huy Tran, Claire Donnat

Contrastive learning has recently established itself as a powerful self-supervised learning framework for extracting rich and versatile data representations.

Contrastive Learning Data Augmentation +1

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