Kim, Minsoo (김민수)
Ph.D. alum
Interdisciplinary Program in Artificial Intelligence
Dissertation: World Models and Planning for Complex LLM Agents
Research Interests
- Agentic LLM
- Text-Based Games
- Information Retrieval
Education
- Ph.D. in Artificial Intelligence, Seoul National University, 2026
Publications
- Dual-Scale World Memory for LLM Agents towards Hard-Exploration Problems, To appear at ICLR 2026
Minsoo Kim, Seung-won Hwang. - Agent-as-Judge for Factual Summarization of Long Narratives, EMNLP 2025
Yeonseok Jeong, Minsoo Kim, Seung-won Hwang, Byung-Hak Kim. - CoEx – Co-evolving World-model and Exploration, Findings of EMNLP 2025
Minsoo Kim, Seung-won Hwang. - Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding, EMNLP 2024
YeonJoon Jung, Jaeseong Lee, Seungtaek Choi, Dohyeon Lee, Minsoo Kim, Seung-won Hwang. - QuBE: Question-based Belief Enhancement for Agentic LLM, EMNLP 2024
Minsoo Kim, Jongyoon Kim, Jihyuk Kim, Seung-won Hwang. - Meta-Prompting Efficient Task-Adaptive Query Generator for Retrieval, Findings of EMNLP 2024
Yoonsang Lee, Minsoo Kim, Seung-won Hwang. - RaDA: Retrieval-augmented Web Agent Planning with LLMs, Findings of ACL 2024
Minsoo Kim, Victor S. Bursztyn, Eunyee Koh, Shunan Guo, Seung-won Hwang. - Chaining Event Spans for Temporal Relation Grounding, EACL 2024
Jongho Kim, Dohyeon Lee, Minsoo Kim, Seung-won Hwang. - Relevance-assisted Generation for Robust Zero-shot Retrieval, EMNLP 2023 (Industry Track)
Jihyuk Kim, Minsoo Kim, Joonsuk Park, Seung-won Hwang. - Intervention-Based Alignment of Code Search with Execution Feedback, Findings of EMNLP 2023
Hojae Han, Minsoo Kim, Seung-won Hwang, Nan Duan, Shuai Lu. - Retrieval-augmented Video Encoding for Instructional Captioning, Findings of ACL 2023
Yeonjoon Jung, Minsoo Kim, Seungtaek Choi, Jihyuk Kim, Minji Seo, Seung-won Hwang. - PLM-based World Models for Text-based Games, EMNLP 2022
Minsoo Kim, Yeonjoon Jung, Dohyeon Lee, Seung-won Hwang. - Collective Relevance Labeling for Passage Retrieval, NAACL 2022 (short)
Jihyuk Kim, Minsoo Kim, Seung-won Hwang. - Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption, NAACL 2022 (short)
{Garam Lee, Minsoo Kim, Jai Hyun Park}, Seung-won Hwang, Jung Hee Cheon. - Bridging Code-Text Representation Gap using Explanation, ACML 2021
Hojae Han, Youngwon Lee, Minsoo Kim, Seung-won Hwang.