Jaywoong Jeong

Education

Research Experience

1. MIT Laboratory for Information and Decision Systems (LIDS)

   Research Assistant

   Spring & Summer 2026

   Co-authoring TeamGym and studying how strategic LLM agents behave in multi-level organizational structures under human-inspired constraints.

2. KAIST AI Experience Lab

   Research Intern

   Fall 2024 & Spring 2025

   Led DramaForge and co-authored Gaze2Prompt, developing AI systems for constraint-aware creative work and gaze-grounded multimodal interaction.

3. KAIST Collaborative Social Technologies Lab

   Research Assistant

   Summer 2025

   Co-authored TIDES and built data-processing and annotation workflows for longitudinal, bilingual, multi-party collaboration data.

4. MIT Sloan School of Management

   Research Assistant

   Summer 2024 & Winter 2025

   Studied shifts in film-industry participation after Netflix and generative AI, and built an LLM classification pipeline over 112M news articles.

Research Collaborations

• LLM-Assisted Sensemaking Across Civic Dialogues

  Ongoing

  MIT Media Lab · Center for Constructive Communication

• Gaze-Grounded Web Accessibility

  Ongoing

  University of Utah · Carnegie Mellon University

• Aggregate Electoral Opinion Trajectories with LLM Personas and Media Exposure

  Ongoing

  MIT Sloan School of Management

Publications

1. TeamGym (working title)

   Chanwoo Park, …, Jaywoong Jeong, …, Asuman Özdağlar, et al.

   Preprint · Under review · 2026

2. TIDES: A Longitudinal Bilingual Dataset for Modeling Multi-Party Social Dynamics

   Heechan Lee, Jeonggyu Kang, Junho Myung, Jaywoong Jeong, Juho Kim, Joseph Seering

   COLM · 2026

3. Simulating Individual Voter Trajectories with LLM Personas and Media Exposure

   Jaywoong Jeong, Robin Na

   COLM Workshop on Social Simulation with LLMs: Fidelity in Applications · 2026

4. Let Them Speak: Finding Who Policy Leaves Behind via Blind-Spot-Targeted LLM Simulation

   Jaywoong Jeong

   ACM CHI Workshop on LLM Agent Simulation for Policy (PoliSim) · 2026

5. TRAX: Bridging the Gap in Asynchronous Music Collaboration

   Jaywoong Jeong, Dongwoo Kim, Jaehong Jung*, Dohyun Ko*, Jiwon Eom*, Sangmin Lim*, Juchan Lee†

   ACM CHI Workshop on Herding CATs: Making Sense of Creative Activity Traces · 2026

6. Towards Socially Intelligent Agents: An LLM-MARL Framework for Social Deduction Games

   Jaywoong Jeong

   AAAI Workshop on Advancing Artificial Intelligence through Theory of Mind (ToM4AI) · 2026

7. Structuring the Stage: LLM-Assisted Script Adaptation under Production Constraints

   Jaywoong Jeong, Jae Young Choi, Seon Gyeom Kim, Tak Yeon Lee

   Preprint · KAIST Undergraduate Research Program Grand Prix (1st Place) · 2025

8. Gaze2Prompt: Turning Eye-Tracking Data into Visual Prompts for Multimodal LLMs

   Jae Young Choi, Seon Gyeom Kim, Jaywoong Jeong, Ryan Rossi, Jihyung Kil, Tak Yeon Lee

   ACM UbiComp/ISWC Poster · Best Poster Award · 2025

Industry Experience

• TRAX

  Co-founder & Software Engineer

  Oct 2025 – May 2026

• Company K Partners

  Venture Capital Intern

  Feb 2023 – Jul 2023

• Hiconsy (Edtech Start-up)

  Researcher

  Feb 2022 – Dec 2022

Leadership & Activities

• MIT Wellesley Toons

  Tenor and Bass

• KAIST Acting & Theatre Club

  Lead Actor & Design Lead

• Global Entrepreneurship Summer School

  Fellow · Pitch Competition Winner

• Leeds–KAIST International Leadership Program

  Selected KAIST Representative