Hyunmin Hwang

Conference

• Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis 

Choonghan Kim*, Hyunmin Hwang*, Hangeol Chang*, Jaemin Kim*, Jinse Park, Jae-Sung Lim, Jong Chul Ye

(EMNLP 2026 Oral)

• PACE-RAG: Patient-Aware Contextual and Evidence-Constrained RAG for Clinical Drug Recommendation

Chaeyoung Huh*, Hyunmin Hwang*, Jung Hwan Shin, Sungyang Jo, Jinsae Park, Jong Chul Ye

(EMNLP 2026 Findings)

• Diagnostic gain from large language model assistance in radiology: a systematic review and meta-analysis

Changhyun Park, Hyunmin Hwang, Jinew Seo, Ji Eun Park, Haris I Sair

(RSNA 2026)

• AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization

Hyunmin Hwang*, Jaemin Kim*, Choonghan Kim, Hangeol Chang, Jong Chul Ye

(3rd AI for Math Workshop, ICML 2026 Workshop)

• Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs

Jaemin Kim*, Hangeol Chang*, Hyunmin Hwang*, Choonghan Kim, Jong Chul Ye

(ICML 2026)

• Zero-Shot Contrastive Loss for Text-Guided Diffusion Image Style Transfer

Serin Yang*, Hyunmin Hwang, Jong Chul Ye

(ICCV 2023)

• Diagnostic gain from large language model assistance in radiology: a systematic review and meta-analysis

Changhyun Park, Hyunmin Hwang, Jinew Seo, Ji Eun Park, Haris I Sair

(KCR 2026)

• PACE-RAG: Patient-Aware Contextual and Evidence-based Policy RAG for Clinical Drug Recommendation 

Chaeyoung Huh*, Hyunmin Hwang*, Jung Hwan Shin, Sungyang Jo, Jinsae Park, Jong Chul Ye 

(KCC 2026 XAI Workshop, Spotlight)

• Error Driven Iterative Prompt Optimization for T-stage Classification from Chest CT and PET CT

Hyunmin Hwang, Sangjoon Park, Jong Chul Ye 

(IPIU 2026)

• Efficient Stage Prediction in Lung Cancer via Plug-and-Play Composable Reasoning Model

Hyunmin Hwang*, Sangjoon Park*, Jaemin Kim, Choonghan Kim, Hangeol Chang, Hong In Yoon, Jong Chul Ye 

(Korso 2025, KoSAIM 2025 Oral)

• RAON-sLLM :RAdiation ONcology-specialized smaller Large Language Model

Hyunmin Hwang*, Kwanyoung Kim*, Sangjoon Park, Jong Chul Ye

(KoSAIM 2024)