Scholar
Zheyuan Zhang
Google Scholar ID: hYMYxOQAAAAJ
PhD Student, Johns Hopkins University
Citations & Impact
Citations
100
H-index
5
i10-index
3
Publications
10
Co-authors
7
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- 1. Paper 'MindJourney: Test-Time Scaling with World Models for Spatial Reasoning' accepted to NeurIPS 2025
- 2. Paper 'Ella: Embodied Social Agents with Lifelong Memory' published at MAS Workshop @ ICML 2025
- 3. Released 'Virtual Community: An Open World for Humans, Robots, and Society'
- 4. Paper 'Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities' accepted to ICLR 2025 (Oral)
- 5. Paper 'COMBO: Compositional World Models for Embodied Multi-Agent Cooperation' accepted to ICLR 2025
- 6. Paper 'Explainable Procedural Mistake Detection' accepted to EMNLP 2025
- 7. Paper 'A Combinatorial Approach to Neural Emergent Communication' accepted to COLING 2025
Research Experience
- 1. Research Assistant at SLED lab, advised by Prof. Joyce Chai before joining JHU
- 2. Worked with Chuang Gan, Freda Shi, Parisa Kordjamshidi, Honglak Lee
Education
- 1. Ph.D. in Computer Science at Johns Hopkins University, advised by Prof. Tianmin Shu and Prof. Daniel Khashabi
- 2. M.S. in Robotics from the Robotics Institute, Graduate Certificate in Cognitive Science from the Weinberg Institute for Cognitive Science at the University of Michigan
- 3. Bachelor's in Computer Science from College of Information & Computer Sciences, UMass Amherst
Background
- Research Interests: Embodied AI, Multimodality, Natural Language Processing; Goal is to create Scalable Cognitive Agents that perceive, act, and learn from experiences like humans in physical and virtual worlds.
Miscellany
- Personal interests not mentioned
