Woojin Lee

Mission

AI is about to outpace our ability to check it. Understanding will not scale. Proof will. I build autonomous systems that run their own ideas against reality and keep what survives. Ours is the part no machine can take: deciding what is worth doing and answering for it. Progress should be bounded by what is true, not by how fast we can review it.

Education

1. Konkuk University, M.S. in Artificial Intelligence, Mar. 2023 - Aug. 2025
   Advisor: Prof. Harksoo Kim (NLP Lab)
2. Konkuk University, B.E. in Civil & Environmental Engineering, Mar. 2017 - Feb. 2023
   Smartcity & Software Convergence Track

Experience

1. Language Intelligence Lab, ETRI, Researcher, Sep. 2025 - Present
   Autonomous Agent R&D · full-time contract, post-M.S.
2. Language Intelligence Lab, ETRI, Researcher, Jun. 2025 - Aug. 2025
   Autonomous Agent R&D · part-time contract, during M.S.

Open Source

1. Gajae-Code, Contributor, Jul. 2026 - Present
   A coding-agent harness that plans, builds, and verifies software

Publications

1. YouRA: A Persistent-State Architecture for Evidence-Traceable Autonomous Research Agents
   

   Yoonkyu Woo*, Woojin Lee*, Jin-Xia Huang

   
   AACL-IJCNLP 2026 (Main)
2. MisconceptDialogue: Evaluation Criteria Shape Measured Success in LLM Math Tutoring
   

   Woojin Lee*, Yoonkyu Woo*, Jinah Kim, Hyeok-Min Gwon, Jin-Xia Huang

   
   AACL-IJCNLP 2026 (Main)
3. SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution
   

   Woojin Lee, Jin-Xia Huang

   
   ACL 2026 (Findings)
4. Multilingual, Not Multicultural: Uncovering the Cultural Empathy Gap in LLMs through a Comparative Empathetic Dialogue Benchmark
   

   Woojin Lee*, Yujin Sim*, Hongjin Kim, Harksoo Kim

   
   IJCNLP-AACL 2025 (Main)
5. Do Large Language Models Have "Emotion Neurons"? Investigating the Existence and Role
   

   Jaewook Lee*, Woojin Lee*, Oh-wook Kwon, Harksoo Kim

   
   ACL 2025 (Findings)
6. LOGIC: LLM-originated guidance for internal cognitive improvement of small language models in stance detection
   

   Woojin Lee*, Jaewook Lee*, Harksoo Kim

   
   PeerJ Computer Science, Dec. 2024
7. Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts
   

   Jaewook Lee*, Yeajin Jang*, Hongjin Kim, Woojin Lee, Harksoo Kim

   
   EMNLP 2024 (Main)
8. Persona-Identified Chatbot through Small-Scale Modeling and Data Transformation
   

   Bitna Keum, Juoh Sun, Woojin Lee, Seongheum Park, Harksoo Kim

   
   Electronics, Apr. 2024

* Equal contribution

Invited Talks

1. From Idea to Proposal: Conversational-Agent Research with Claude Sep. 2026
   ETRI AI Academy | Language Intelligence: Dialogue and Conversational Agents · 2-hour hands-on session for researchers
2. Work Automation with the Hermes Agent Sep. 2026
   Institute for Information & Communication Technology Planning & Evaluation (IITP) · 3-session lecture for administrative and evaluation staff
3. Work Automation with the Hermes Agent Aug. 2026
   Institute for Information & Communication Technology Planning & Evaluation (IITP) · 3-session lecture for planning staff
4. AI-Native Research with Harness Engineering Jul. 2026
   Korea Basic Science Institute (KBSI) · Invited seminar for researchers
5. AI in Flux: The Changing Landscape of Research, Development, and Careers Jun. 2026
   Korea Computer Congress (KCC 2026) · Special-session talk
6. The Era of AI-Native Research Jun. 2026
   Electronics and Telecommunications Research Institute (ETRI) · Internal seminar for researchers
7. Harness Engineering for Researchers Jun. 2026
   AI Friends · Paid lecture (online, discount code WOODY / offline)
8. AI-Native Research with Claude May 2026
   Daejeon Claude Meetup for Everyone · Community meetup sponsored by Chungnam National University and Anthropic

Academic Services

1. Reviewer
   NeurIPS 2026

Honors & Awards

1. KU Nationwide Startup Idea Competition
   Excellence Award, Nov. 2022
2. KISTI Research Data-AI Analysis & Utilization Competition
   Excellence Award, Dec. 2021