Scholar
Tianyu Shi
Google Scholar ID: DC0t9zwAAAAJ
University of Toronto
Reinforcement learning
Intelligent Transportation System
Large Language Models
AI
LLM agent
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Google Scholar
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Citations & Impact
All-time
Citations
824
H-index
15
i10-index
21
Publications
20
Co-authors
0
Contact
Email
ty.shi@mail.utoronto.ca
CV
Open ↗
GitHub
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Publications
46 items
Individual Control Barrier Functions-Guided Diffusion Model for Safe Offline Multi-Agent Reinforcement Learning
2026
Cited
0
Organizational Control Layer: Governance Infrastructure at the Execution Boundary of LLM Agent Systems
2026
Cited
0
See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence
2026
Cited
0
MORI-Seg: Learning Morphological Geometry for Instance Segmentation without Instance Annotations
2026
Cited
0
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing
2026
Cited
0
Sheet as Token: A Graph-Enhanced Representation for Multi-Sheet Spreadsheet Understanding
2026
Cited
0
Constructing Composite Features for Interpretable Music-Tagging
2026
Cited
0
PeopleSearchBench: A Multi-Dimensional Benchmark for Evaluating AI-Powered People Search Platforms
2026
Cited
0
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Resume (English only)
Academic Achievements
Google Scholar H-index: 21, Citations: 817+
Published in top venues including ICML 2020, IEEE ITSC 2019/2022, IEEE Open Journal of ITS 2024, IET Intelligent Transport Systems, etc.
DiDi Autonomous Driving Graduate Awards (2022–2024)
Silver Award, Kaggle Google Research – Identify Contrails to Reduce Global Warming (2023)
Dr. Mazen Hassounah Graduate Scholarship in Mass Events Transportation (2022)
University of Toronto Fellowship (2022)
IVADO Excellence Scholarship, McGill (2020)
MIIT Scholarship for Scientific Innovation (2019)
Second Prize, National Undergraduate Mathematical Modeling Contest (2016), and multiple undergraduate honors
Co-authors
0 total
Co-authors: 0 (list not available)
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