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Sung Ju Hwang — most-cited papers & profile · Large Language Models
← authors
·
overview
Sung Ju Hwang
27
papers ·
6
citations ·
34
h-index
Korea Advanced Institute of Science and Technology · International Graduate School of English
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Most-cited papers
MemRefine: LLM-Guided Compression for Long-Term Agent Memory
2026
THINKSAFE: Self-Generated Safety Alignment for Reasoning Models
2026
HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents
2026
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
2026
Rethinking Reward Models for Multi-Domain Test-Time Scaling
2025
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs
2025
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
2025
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs
2025
System Prompt Optimization with Meta-Learning
2025
Distilling LLM Agent into Small Models with Retrieval and Code Tools
2025
Multi-View Encoders for Performance Prediction in LLM-Based Agentic Workflows
2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
2025
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU
2025
Test-Time Self-Adaptive Small Language Models for Question Answering
2023
Top co-authors
Jinheon Baek
· 9
Seanie Lee
· 5
Yumin Choi
· 5
Minki Kang
· 4
Heejun Lee
· 3
Sangwoo Park
· 3
Soyeong Jeong
· 3
Dominik Wagner
· 2
Dong Bok Lee
· 2
Dongki Kim
· 2
Geon Park
· 2
Jaduk Suh
· 2
Topics
cs.AI
Efficiency
cs.CL
cs.LG
Training Techniques
RAG
Prompting
In-Context Learning
Evaluation
Code