Songjun Huang

Publications

117

Citations

H-Index

2021

Active since

Affiliations

Rutgers, The State University of New Jersey(Current)

Songjun Huang is an author at Rutgers, The State University of New Jersey specializing in neuromorphic engineering, neural networks (computational neuroscience), and social sciences.

ORCID

Top concepts

EngineeringSocial SciencesMicroelectronicsComputer EngineeringComputer ArchitectureElectrical EngineeringNeuromorphic EngineeringComputational NeuroscienceNeural Networks (Machine Learning)Neural Networks (Computational Neuroscience)

Publications per year

2021–2025

Publications

Meta-ETI: Meta-Reinforcement Learning With Explicit Task Inference for AAV-IoT Coverage

Songjun Huang, Chuanneng Sun, Dario Pompili · IEEE Internet of Things Journal · 2025 · 28 citations

Toward Adaptive and Coordinated Transportation Systems: A Multi-Personality Multi-Agent Meta-Reinforcement Learning Framework

Songjun Huang, Chuanneng Sun, Ruo‐Qian Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2025 · 25 citations

LLM-Based Multi-Agent Decision-Making: Challenges and Future Directions

Chuanneng Sun, Songjun Huang, Dario Pompili · IEEE Robotics and Automation Letters · 2025 · 17 citations

HMAAC: Hierarchical Multi-Agent Actor-Critic for Aerial Search with Explicit Coordination Modeling

Chuanneng Sun, Songjun Huang, Dario Pompili · 2023 · 15 citations

Neural Network Design via Voltage-based Resistive Processing Unit and Diode Activation Function - A New Architecture

Yung-Ting Hsieh, Khizar Anjum, Songjun Huang et al. · 2021 · 12 citations

Engineering, Neural Networks (Machine Learning), Neural Network +18

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