Zuyuan Zhang
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View article: Multi-Agent Reinforcement Learning Optimization for Virtual Coupled Train Set Problem in CBTC Systems
Multi-Agent Reinforcement Learning Optimization for Virtual Coupled Train Set Problem in CBTC Systems Open
View article: Donor–Acceptor–Donor Structured Dyes with Balanced Photothermal Conversion Efficiency and Fluorescence Quantum Yield for Near-Infrared–II Mild-Temperature Photothermal Therapy
Donor–Acceptor–Donor Structured Dyes with Balanced Photothermal Conversion Efficiency and Fluorescence Quantum Yield for Near-Infrared–II Mild-Temperature Photothermal Therapy Open
Effective mild-temperature photothermal therapy (MTPTT) requires photothermal agents with high photothermal conversion efficiency (PCE) and balanced fluorescence quantum yield to enable efficient tumor treatment while minimizing damage to …
View article: Cooperative Backdoor Attack in Decentralized Reinforcement Learning with Theoretical Guarantee
Cooperative Backdoor Attack in Decentralized Reinforcement Learning with Theoretical Guarantee Open
The safety of decentralized reinforcement learning (RL) is a challenging problem since malicious agents can share their poisoned policies with benign agents. The paper investigates a cooperative backdoor attack in a decentralized reinforce…
View article: Maintaining the Giant Component in Networks With Edge Weighted Augmentation Given Causal Failures
Maintaining the Giant Component in Networks With Edge Weighted Augmentation Given Causal Failures Open
Understanding the relationship between various nodes of a network is critical for building a robust and resilient network. Studying and understanding the causes of network failures is vital to prevent electric grid blackouts, mitigate supp…
View article: Islet autoantibody seroconversion in type-1 diabetes is associated with metagenome-assembled genomes in infant gut microbiomes
Islet autoantibody seroconversion in type-1 diabetes is associated with metagenome-assembled genomes in infant gut microbiomes Open
The immune system of some genetically susceptible children can be triggered by certain environmental factors to produce islet autoantibodies (IA) against pancreatic β cells, which greatly increases their risk for Type-1 diabetes. An enviro…
View article: Maintaining the Giant Component in Networks with Edge Weighted Augmentation Given Causal Failures
Maintaining the Giant Component in Networks with Edge Weighted Augmentation Given Causal Failures Open
View article: Maintaining the Giant Component in Networks with Edge Weighted Augmentation Given Causal Failures
Maintaining the Giant Component in Networks with Edge Weighted Augmentation Given Causal Failures Open
View article: Deep-learning-aided forward optical coherence tomography endoscope for percutaneous nephrostomy guidance
Deep-learning-aided forward optical coherence tomography endoscope for percutaneous nephrostomy guidance Open
Percutaneous renal access is the critical initial step in many medical settings. In order to obtain the best surgical outcome with minimum patient morbidity, an improved method for access to the renal calyx is needed. In our study, we buil…
View article: Event Coverage Hole Repair Algorithm Based on Multi-AUVs in Multi-Constrained Three-Dimensional Underwater Wireless Sensor Networks
Event Coverage Hole Repair Algorithm Based on Multi-AUVs in Multi-Constrained Three-Dimensional Underwater Wireless Sensor Networks Open
It is important for underwater wireless sensor networks (UWSNs) to satisfy the diverse monitoring demands in harsh and perilous three-dimensional underwater environments. After the monitoring missions and demands transform, a large number …
View article: Collaborative Neural Network Algorithm for Event-Driven Deployment in Wireless Sensor and Robot Networks
Collaborative Neural Network Algorithm for Event-Driven Deployment in Wireless Sensor and Robot Networks Open
Wireless sensor and robot networks (WSRNs) often work in complex and dangerous environments that are subject to many constraints. For obtaining a better monitoring performance, it is necessary to deploy different types of sensors for vario…
View article: Survivability Analysis on a Cyber-Physical System
Survivability Analysis on a Cyber-Physical System Open
A cyber-physical system (CPS) is composed of interdependent physical-resource and cyber-resource networks that are tightly coupled. The malfunction of nodes in a network may trigger failures to the other network and further cause cascading…