Ruxiao Chen
Scholar

Ruxiao Chen

Google Scholar ID: uVfCFjwAAAAJ
Johns Hopkins University, PhD student
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Citations & Impact
All-time
Citations
26
 
H-index
2
 
i10-index
2
 
Publications
5
 
Co-authors
0
 
Contact
Emailrchen117@jh.eduCVOpen ↗GitHubOpen ↗
Publications
4 items
Learning Dynamic Belief Graphs for Theory-of-mind Reasoning
2026
Cited
0
Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired
2025
Cited
0
ReCellTy: Domain-specific knowledge graph retrieval-augmented LLMs workflow for single-cell annotation
bioRxiv · 2025
Cited
0
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs
2025
Cited
0
Resume
Academic Achievements
  • - 'Look-Ahead Task Offloading for Multi-User Mobile Augmented Reality in Edge-Cloud Computing', published in IEEE Network Magazine
  • - 'From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs', accepted by ACL 2025 Main Conference
  • - 'Referential Task-Oriented Emergent Semantic Communications for Mobile Augmented Reality', published in 2024 IEEE/CIC International Conference on Communications in China (ICCC Workshops)
  • - 'Agent in the Sky: Intelligent Multi-Agent Framework for Autonomous HAPS Coordination and Real-World Event Adaptation', published in AAAI 2025 Workshop on Artificial Intelligence for Wireless Communications and Networking (AI4WCN)
  • - 'Few-Shot Adaptive Learning for Robust Task-Oriented Semantic Communication', published in AAAI 2025 Workshop on Artificial Intelligence for Wireless Communications and Networking (AI4WCN)
Research Experience
  • - Research Assistant at Johns Hopkins University (2024.09 - present), working with Prof. Susu Xu
  • - Visiting student at King Abdullah University of Science and Technology (KAUST), Saudi Arabia (2023.09 - 2023.12), working with Prof. Charalambos Konstantinou
  • - Visiting student at South University of Science and Technology of China (2024.04 - 2024.08), working with Prof. Seungwoo Je
Education
  • - Shandong University, Bachelor in Automation (2020-2024)
  • - Johns Hopkins University, Master in Systems Engineering (2024-2025)
  • - Johns Hopkins University, PhD in Systems Engineering (2025-present)
Background
  • - PhD student in Systems Engineering at Johns Hopkins University, starting in Fall 2025
  • - Supervisor: Prof. Susu Xu
  • - Long-term goal: To build intelligent systems that reason about human behavior in complex social environments
  • - Research Interests: Integrating large language models with psychological theories, designing multi-agent LLM frameworks