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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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
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GitHub
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Publications
52 items
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
Dynamic Loss Balancing for Joint SOH and RUL Prediction of Lithium-Ion Batteries via a Rotary SOH-Injected Prior Battery Transformer
2026
Cited
0
CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration
2026
Cited
0
Displacement Preserving Relational Distillation for Robust Medical Segmentation
2026
Cited
0
CARE: Controlling LLM-Generated Policies through Auditable Review of Evidence in Scientific Experimentation
2026
Cited
0
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
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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)