Tianyu Shi
Scholar

Tianyu Shi

Google Scholar ID: DC0t9zwAAAAJ
University of Toronto
Reinforcement learningIntelligent Transportation SystemLarge Language ModelsAILLM agent
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
824
 
H-index
15
 
i10-index
21
 
Publications
20
 
Co-authors
0
 
Contact
Emailty.shi@mail.utoronto.caCVOpen ↗GitHubOpen ↗
Publications
58 items
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents
2026
Cited
0
Zero2Repo: Can Coding Agents Build Repositories from Scratch?
2026
Cited
0
Seeing Abnormal from Normal: Glomerular Abnormality in Representations of Normal Renal Morphology
2026
Cited
0
Your Agent Says Yes: Interpreting Adversarial Market Behavior Beyond Individual Transactions
2026
Cited
0
Stable-MM-R1: Anchoring Multimodal Reasoning Dynamics via Entropy-Guided Stratification
2026
Cited
0
MERA: Model Evolution and Routing with Skill Adaptation for Agentic Systems at Scale
2026
Cited
0
CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation
2026
Cited
0
Physics-Guided Masked Multi-Task Network for Edge-Friendly Battery Health Diagnostics from Sto-chastically Fragmented Charging Profiles
2026
Cited
0
Resume
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