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  • University of Science and Technology in Korea
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khm159/README.md

Homepage

NEWS

Selected Research

Google Scholar

2026

  • Hyungmin Kim et al., "Trinity: Human–Agent–Environment Alignment for Embodied Task Planning", EMNLP findings (accepted) 2026

  • Hyungmin Kim et al., "SPOC: Safety-Aware Planning Under Partial Observability and Physical Constraints", ICASSP 2026

  • Jaewoo Choi, Hyungmin Kim, Hyobin Ong, Youngwoo Yoon, Minsu Jang, Dohyung Kim, Jaehong Kim, "ReAcTree: Hierarchical LLM Agent Trees with Control Flow for Long-Horizon Task Planning", AAMAS 2026

2025

  • Hobeom Jeon, Hyungmin Kim, Dohyung Kim, Minsu Jang, Jaehong Kim, "Mind-Map Agent: Enhancing Cooperative Task Planning through Communication Alignment with Large Language Models", NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning (non-archival), 2025

  • Hyungmin Kim, et al., "SAPO: Safety-Aware Embodied Task Planning with fully Partially-Observable environment and physical constraints", NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning (non-archival), 2025

  • Hobeom Jeon, Hyungmin Kim, Dohyung Kim, Minsu Jang, Jaehong Kim, "Communicative PARTNR: Natural Language Communication under Partial Observability in Human–Robot Collaboration", ICCV Workshop on Human-Robot-Scene Interaction and Collaboration (non-archival), 2025.

2024

  • Hyungmin Kim et al., "Elevating Urban Surveillance: A Deep CCTV Monitoring System for Detection of Anomalous Events via Human Action Recognition.", Sustainable Cities and Society, Elsevier, 2024. (IF 10.5 @ 2023, Q1 (98.37%))

  • Hobeom Jeon, Hyungmin Kim, Dohyung Kim*, and Jaehong Kim, "PASS-CCTV: Proactive Anomaly surveillance system for CCTV footage analysis in adverse environmental conditions.", Expert Systems With Applications, Elsevier, 2024. (IF 7.5 @ 2023, Q1 (94.8%))

Job Experience

etri

  • 2020.09 ~ 2026.08 : UST student researcher, Electronics and Telecommunications Research Institute (ETRI).

etri

  • 2020.01 ~ 2020.02 : Undergraduate Student Intern, Electronics and Telecommunications Research Institute (ETRI).

Education

ust

  • 2022.09 ~ 2026.08 : Ph.D. degree, Artificial Intelligence, Korea National University of Science and Technology (UST).

ust

  • 2020.09 ~ 2022.09 : Master degree, Artificial Intelligence, Korea National University of Science and Technology (UST).

tukorea

  • 2013.03 ~ 2020.02 : Bachelor degree, Mechatronics, Tech University of Korea (TUKorea).

Awards

Patent

  • APPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTIONAPPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTION, CHINA, 출원 (23.10.08)

  • APPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTIONAPPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTION, US, 출원 (23.10.02)

  • 통합형 이상 상황 탐지 방법 및 장치통합형 이상 상황 탐지 방법 및 장치, 출원 (23.05.17)

Pinned Loading

  1. ProcthorNavVis ProcthorNavVis Public

    ProcTHOR Navigation and Visualization Tool

    Python 2

  2. Choi-JaeWoo/ReAcTree Choi-JaeWoo/ReAcTree Public

    ReAcTree: Hierarchical LLM Agent Trees with Control Flow for Long-Horizon Task Planning (AAMAS 2026)

    Jupyter Notebook 31 3

  3. SPOC SPOC Public

    Official implementation of SPOC: Safety-Aware Planning Under Partial Observability And Physical Constraints, ICASSP 2026

    Python 4