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 (MASS, 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 (MWSCAS, 2021)

HMAAC: Hierarchical Multi-Agent Actor-Critic for Aerial Search with Explicit Coordination Modeling. - Chuanneng Sun; Songjun Huang; Dario Pompili (ICRA, 2023)

A Bi-Layer Joint Training Reinforcement Learning Framework for Post-Disaster Rescue. - Songjun Huang; Chuanneng Sun; Jie Gong; Dario Pompili (DCOSS-IoT, 2024)

Multi-Behavior Multi-Agent Reinforcement Learning for Informed Search via Offline Training. - Songjun Huang; Chuanneng Sun; Ruo-Qian Wang; Dario Pompili (DCOSS-IoT, 2024)

Alleviating All-to-All Communication for Deep Learning Recommendation Model Inference. - Songjun Huang; Yihong Li; Liangkun Chen; Xiaoxi Zhang 001; Shuo Liu 002; Jingpu Duan; Wenfei Wu; Xu Chen 004 (ICPP Workshops, 2024)

LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions. - Chuanneng Sun; Songjun Huang; Dario Pompili (CoRR, 2024)

Hierarchical in-Context Reinforcement Learning with Hindsight Modular Reflections for Planning. - Chuanneng Sun; Songjun Huang; Dario Pompili (CoRR, 2024)

LLM-Based Multi-Agent Decision-Making: Challenges and Future Directions. - Chuanneng Sun; Songjun Huang; Dario Pompili (IEEE Robotics Autom. Lett., 2025)

Meta-ETI: Meta-Reinforcement Learning With Explicit Task Inference for AAV-IoT Coverage. - Songjun Huang; Chuanneng Sun; Dario Pompili (IEEE Internet Things J., 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., 2025)