Songjun Huang

According to our database, Songjun Huang authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Songjun Huang, Chuanneng Sun, Ruo-Qian Wang, Dario Pompili

IEEE Trans. Intell. Transp. Syst., August, 2025

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

Songjun Huang, Chuanneng Sun, Dario Pompili

IEEE Internet Things J., July, 2025

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

Chuanneng Sun, Songjun Huang, Dario Pompili

IEEE Robotics Autom. Lett., June, 2025

2024

Hierarchical in-Context Reinforcement Learning with Hindsight Modular Reflections for Planning.

Chuanneng Sun, Songjun Huang, Dario Pompili

CoRR, 2024

LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions.

Chuanneng Sun, Songjun Huang, Dario Pompili

CoRR, 2024

Alleviating All-to-All Communication for Deep Learning Recommendation Model Inference.

Songjun Huang, Yihong Li, Liangkun Chen, Xiaoxi Zhang, Shuo Liu, Jingpu Duan, Wenfei Wu, Xu Chen

Proceedings of the Workshop Proceedings of the 53rd International Conference on Parallel Processing, 2024

Multi-Behavior Multi-Agent Reinforcement Learning for Informed Search via Offline Training.

Songjun Huang, Chuanneng Sun, Ruo-Qian Wang, Dario Pompili

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

A Bi-Layer Joint Training Reinforcement Learning Framework for Post-Disaster Rescue.

Songjun Huang, Chuanneng Sun, Jie Gong, Dario Pompili

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023

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

Chuanneng Sun, Songjun Huang, Dario Pompili

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2021

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

Yung-Ting Hsieh, Khizar Anjum, Songjun Huang, Indraneel S. Kulkarni, Dario Pompili

Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Hybrid Analog-Digital Sensing Approach for Low-power Real-time Anomaly Detection in Drones.

Yung-Ting Hsieh, Khizar Anjum, Songjun Huang, Indraneel S. Kulkarni, Dario Pompili

Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021