Aerial-DeepSearch: Distributed Multi-Agent Deep Reinforcement Learning for Search Missions. - Vidyasagar Sadhu; Chuanneng Sun; Arman Karimian; Roberto Tron; Dario Pompili (MASS, 2020)

Fed2KD: Heterogeneous Federated Learning for Pandemic Risk Assessment via Two-Way Knowledge Distillation. - Chuanneng Sun; Tingcong Jiang; Saman A. Zonouz; Dario Pompili (WONS, 2022)

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

CaRL: Cascade Reinforcement Learning with State Space Splitting for O-RAN based Traffic Steering. - Chuanneng Sun; Yu Zhou; Gueyoung Jung; Tuyen Xuan Tran; Dario Pompili (CoRR, 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)

Contextual Biasing of Named-Entities with Large Language Models. - Chuanneng Sun; Zeeshan Ahmed; Yingyi Ma; Zhe Liu 011; Lucas Kabela; Yutong Pang; Ozlem Kalinli (ICASSP, 2024)

Cascade Reinforcement Learning with State Space Factorization for O-RAN-based Traffic Steering. - Chuanneng Sun; Gueyoung Jung; Tuyen X. Tran; Dario Pompili (SECON, 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)

Heterogeneous Federated Learning via Generative Model-Aided Knowledge Distillation in the Edge. - Chuanneng Sun; Tingcong Jiang; Dario Pompili (IEEE Internet Things J., 2025)

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)