Wonduk Seo

According to our database, Wonduk Seo authored at least 18 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

EPM-RL: Reinforcement Learning for On-Premise Product Mapping in E-Commerce.

Minhyeong Yu, Wonduk Seo

CoRR, April, 2026

RoTRAG: Rule of Thumb Reasoning for Conversation Harm Detection with Retrieval-Augmented Generation.

Juhyeon Lee, Wonduk Seo, Junseo Koh, Seunghyun Lee, Haihua Chen, Yi Bu

CoRR, April, 2026

Toward Culturally Aligned LLMs through Ontology-Guided Multi-Agent Reasoning.

Wonduk Seo, Wonseok Choi, Junseo Koh, Juhyeon Lee, Hyunjin An, Minhyeong Yu, Jian Park, Qingshan Zhou, Seunghyun Lee, Yi Bu

CoRR, January, 2026

A New Query Expansion Approach for Enhancing Information Retrieval via Agent-Mediated Dialogic Inquiry.

Wonduk Seo, Hyunjin An, Seunghyun Lee

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science.

Wonduk Seo, Juhyeon Lee, Yanjun Shao, Qingshan Zhou, Seunghyun Lee, Yi Bu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Prompt Optimization via Retrieved Reasoning Assets and Multi-Agent Analysis.

Wonduk Seo, Juhyeon Lee, Junseo Koh, Hyunjin An, Jian Park, Seunghyun Lee, Haihua Chen, Yi Bu

CoRR, October, 2025

MARIC: Multi-Agent Reasoning for Image Classification.

Wonduk Seo, Minhyeong Yu, Hyunjin An, Seunghyun Lee

CoRR, September, 2025

Question-to-Knowledge: Multi-Agent Generation of Inspectable Facts for Product Mapping.

Wonduk Seo, Taesub Shin, Hyunjin An, Dokyun Kim, Seunghyun Lee

CoRR, September, 2025

AIAP: A No-Code Workflow Builder for Non-Experts with Natural Language and Multi-Agent Collaboration.

Hyunjn An, Yongwon Kim, Wonduk Seo, Joonil Park, Daye Kang, Changhoon Oh, Dokyun Kim, Seunghyun Lee

CoRR, August, 2025

SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science.

Wonduk Seo, Juhyeon Lee, Yi Bu

CoRR, March, 2025

VisPath: Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization.

Wonduk Seo, Seungyong Lee, Daye Kang, Zonghao Yuan, Seunghyun Lee

CoRR, February, 2025

QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval.

Wonduk Seo, Seunghyun Lee

CoRR, February, 2025

Pesti-Gen: Unleashing a Generative Molecule Approach for Toxicity Aware Pesticide Design.

Taehan Kim, Wonduk Seo

CoRR, January, 2025

Transforming Role Classification in Scientific Teams Using LLMs and Advanced Predictive Analytics.

Wonduk Seo, Yi Bu

CoRR, January, 2025

ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning.

Wonduk Seo, Zonghao Yuan, Yi Bu

CoRR, January, 2025

Better by Comparison: Retrieval-Augmented Contrastive Reasoning for Automatic Prompt Optimization.

Juhyeon Lee, Wonduk Seo, Hyunjin An, Seunghyun Lee, Yi Bu

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2025

Question-to-Knowledge (Q2K): Multi-Agent Generation of Inspectable Facts for Product Mapping.

Wonduk Seo, Taesub Shin, Hyunjin An, Dokyun Kim, Seunghyun Lee

Proceedings of the IEEE International Conference on Big Data, 2025

2024

GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval.

Wonduk Seo, Haojie Zhang, Yueyang Zhang, Changhao Zhang, Songyao Duan, Lixin Su, Daiting Shi, Jiashu Zhao, Dawei Yin

CoRR, 2024