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Kangwook Lee

Papers
21

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21papers

Authored papers

21

RLDX-1 Technical Report

arXiv 2026

2026

LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation

arXiv 2026

2026

TAPE: Tool-Guided Adaptive Planning and Constrained Execution in Language Model Agents

arXiv 2026

2026

How to Correctly Report LLM-as-a-Judge Evaluations

arXiv 2025

2026

Exploration and Exploitation Errors Are Measurable for Language Model Agents

arXiv 2026

2026

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games

arXiv 2025

2025

Draft-based Approximate Inference for LLMs

arXiv 2025

2025

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs

arXiv 2025

2025

Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs

arXiv 2025

2025

Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks

arXiv 2024

2024

Can MLLMs Perform Text-to-Image In-Context Learning?

arXiv 2024

2024

From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data

arXiv 2024

2024

Parameter-Efficient Fine-Tuning of State Space Models

arXiv 2024

2024

Teaching Arithmetic to Small Transformers

arXiv 2023

2023

Prompted LLMs as Chatbot Modules for Long Open-domain Conversation

arXiv 2023

2023

Looped Transformers are Better at Learning Learning Algorithms

arXiv 2023

2023

Optimizing DDPM Sampling with Shortcut Fine-Tuning

arXiv 2023

2023

Looped Transformers as Programmable Computers

arXiv 2023

2023

Image Clustering Conditioned on Text Criteria

arXiv 2023

2023

The Expressive Power of Low-Rank Adaptation

arXiv 2023

2023

Improving Fairness via Federated Learning

improving-fairness-via-federated-learning

2021

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Frequent co-authors

10

from 21 papers