Jongwoo Ko

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authored 3 papers 6 months ago

Revisiting Multi-Agent Debate as Test-Time Scaling: A Systematic Study of Conditional Effectiveness

Paper • 2505.22960 • Published May 29 • 16

Flex-Judge: Think Once, Judge Anywhere

Paper • 2505.18601 • Published May 24 • 27

WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference

Paper • 2505.19427 • Published May 26 • 10

authored 5 papers 9 months ago

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding

Paper • 2310.05424 • Published Oct 9, 2023 • 1

DistiLLM: Towards Streamlined Distillation for Large Language Models

Paper • 2402.03898 • Published Feb 6, 2024 • 3

HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning

Paper • 2409.09085 • Published Sep 11, 2024

SeRA: Self-Reviewing and Alignment of Large Language Models using Implicit Reward Margins

Paper • 2410.09362 • Published Oct 12, 2024

DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs

Paper • 2503.07067 • Published Mar 10 • 31