Hyundong Justin Cho
Scholar

Hyundong Justin Cho

Google Scholar ID: 9YrOON8AAAAJ
Information Sciences Institute, University of Southern California
Natural Language ProcessingMachine LearningArtificial Intelligence
Citations & Impact
All-time
Citations
252
 
H-index
8
 
i10-index
8
 
Publications
20
 
Co-authors
41
list available
Publications
3 items
Can Vision Language Models Understand Mimed Actions?
Annual Meeting of the Association for Computational Linguistics · 2025
Cited
0
Continual Dialogue State Tracking via Example-Guided Question Answering
Conference on Empirical Methods in Natural Language Processing · 2023
Cited
4
Resume (English only)
Background
  • PhD candidate in Computer Science at the University of Southern California's (USC) Information Sciences Institute (ISI)
  • Research focuses on building human-centric AI systems that interactively understand and fulfill human goals
  • Central theme: human-AI context synchronization—expanding shared context about knowledge, goals, and capabilities to balance AI utility with human agency and privacy
  • Creates virtual environments with user models and task-specific interfaces to simulate noisy human-AI interactions in complex real-world scenarios
  • Explores high-fidelity simulations for large-scale synthetic data generation and designs novel reward functions for reinforcement learning and rejection sampling