Lina Yu
Scholar

Lina Yu

Google Scholar ID: 7Z0pXQwAAAAJ
Shenzhen Technology University
Humanitarian logisticsResource allocationDynamic programmingReinforcement learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
243
 
H-index
5
 
i10-index
3
 
Publications
14
 
Co-authors
0
 
Contact
No contact links provided.
Publications
8 items
SCE-SLAM: Scale-Consistent Monocular SLAM via Scene Coordinate Embeddings
2026
Cited
0
QE-Catalytic: A Graph-Language Multimodal Base Model for Relaxed-Energy Prediction in Catalytic Adsorption
2025
Cited
0
Single-agent Reinforcement Learning Model for Regional Adaptive Traffic Signal Control
2025
Cited
0
Robust Single-Agent Reinforcement Learning for Regional Traffic Signal Control Under Demand Fluctuations
2025
Cited
0
Large-scale Regional Traffic Signal Control Based on Single-Agent Reinforcement Learning
2025
Cited
0
DreamerV3 for Traffic Signal Control: Hyperparameter Tuning and Performance
2025
Cited
0
MLLM-SR: Conversational Symbolic Regression base Multi-Modal Large Language Models
arXiv.org · 2024
Cited
3
Closed-form Solutions: A New Perspective on Solving Differential Equations
2024
Cited
0
Resume (English only)
Academic Achievements
  • Principal Investigator of NSFC Youth Project on dynamic decision-making for post-disaster relief allocation (2020–2022).
  • Principal Investigator of Guangdong Provincial Philosophy and Social Science Project on coordinated disaster relief in the Guangdong-Hong Kong-Macao Greater Bay Area (2024–2025).
  • Principal Investigator of SZTU High-level Talent Startup Project on DEC-POMDP-based collaborative optimization for unconventional disasters (2024–2026, funding: RMB 3 million).
  • Principal Investigator of SZTU Self-developed Experimental Equipment Project on digital twin-based compact warehousing teaching platform (2023–2025).
  • Principal Investigator of SZTU Teaching Reform Project on integrating ideological education into 'Data Structures and Algorithms' under the New Engineering initiative (2023–2024).
  • Participant in NSFC General Program on Mobility-as-a-Service-based public transit network design (2020–2023).
  • Participant in National Social Science Fund Project on traffic congestion mitigation in urban-rural fringe areas (2021–2023).
  • Published in top-tier journals including Expert Systems with Applications (CAS Q1 Top), IISE Transactions (flagship journal in IE), and Computers & Industrial Engineering (CAS Q1 Top).
  • Authored monograph 'Humanitarian Logistics' (Capital University of Economics and Business Press, 2021).
  • Awarded SZTU 'Pengcheng Peacock Program' Distinguished Position (2023–2025).
  • Appointed SZTU Innovation and Entrepreneurship Mentor (2023–2025).
  • Received 'Outstanding Individual' Award from SZTU School of Urban Traffic and Logistics (2023).
  • Serving as Domain Editor for CICTP 2024.
  • Member of the Organizing Committee for DILSCM 2023 International Conference.
  • Reviewer for journals including IISE Transactions and Computers & Industrial Engineering.
Co-authors
0 total
Co-authors: 0 (list not available)