Jinyoung Yeo

Yonsei University — South Korea

Computer Science · Physical Sciences

12h-index462citations110works1.52yr avg
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Research Topics

Topic Modeling(45), Natural Language Processing Techniques(23), Speech and dialogue systems(10), Web Data Mining and Analysis(7), Domain Adaptation and Few-Shot Learning(6)

Publications110 total

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance
2025
Prior-based Noisy Text Data Filtering: Fast and Strong Alternative For Perplexity
arXiv (Cornell University)·2025Open Access
PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents
arXiv (Cornell University)·2025Open Access
Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
arXiv (Cornell University)·2025Open Access
Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance
arXiv (Cornell University)·2025Open Access
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation
2025· 1 citedOpen Access
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
arXiv (Cornell University)·2025Open Access
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
arXiv (Cornell University)·2025Open Access
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
arXiv (Cornell University)·2025Open Access
Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
ArXiv.org·2025Open Access
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
arXiv (Cornell University)·2025Open Access
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization
arXiv (Cornell University)·2025Open Access
Age-Related Scattered Hypofluorescent Spots as an Adverse Prognostic Factor for Polypoidal Choroidal Vasculopathy
Ophthalmology Science·2025Open Access
Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts
2025· 4 citedOpen Access
Predicting branch retinal vein occlusion development using multimodal deep learning and pre-onset fundus hemisection images
Scientific Reports·2025· 2 citedOpen Access
Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation
2025Open Access
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
2025· 2 citedOpen Access
Towards Lifelong Dialogue Agents via Timeline-based Memory Management
2025Open Access
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
2025Open Access
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation
2025Open Access
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Frequent Co-authors

Seung-won Hwang(12), Hyungjoo Chae(10), Dongha Lee(9), Seung-won Hwang(8), Taeyoon Kwon(7), Kai Tzu-iunn Ong(7), Youngjae Yu(7), Beong-woo Kwak(6), Hyunsouk Cho(5), SeongKu Kang(5), Sungchul Kim(4), Eunyee Koh(4), Nedim Lipka(4), Dong-Jin Kang(4), Beomseok Sohn(4), Seungtaek Choi(4), Seung-won Hwang(4), Yongho Song(4), Seungjun Moon(3), Dosik Hwang(3)