Scholar
Shunchi Zhang
Google Scholar ID: O_ID14MAAAAJ
Johns Hopkins University
Citations & Impact
Citations
27
H-index
3
i10-index
1
Publications
6
Co-authors
4
list available
Publications
Resume (English only)
Academic Achievements
- AutoToM: Scaling Model-based Mental Inference via Automated Agent Modeling, NeurIPS 2025 Spotlight paper
- World-in-World: World Models in a Closed-Loop World, arXiv 2025
- The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters, ACL 2025
- The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding, NAACL 2025 Oral paper
- Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind, ICML 2024
- Dynamic Relation Transformer for Contextual Text Block Detection, ICDAR 2024 Oral paper
Research Experience
- Interned at AI (Jun 2023 — Aug 2024) and Research Asia (Sep 2022 — May 2023). Head Course Assistant for EN.601.664 Artificial Intelligence @ JHU (Fall 2025). Reviewer for LAW @ NeurIPS 2025.
Education
- Master's student in Computer Science at Johns Hopkins University (Aug 2024 — Present), advised by Prof. Tianmin Shu.
Background
- Research Interests: Developing planning algorithms with theory-of-mind reasoning and physical world understanding.
