Songjun Huang - RankMe

14 papers A* 2B 2Journal 6Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	LLM-Based Multi-Agent Decision-Making: Challenges and Future Directions. IEEE Robotics Autom. Lett. Chuanneng Sun, Songjun Huang, Dario Pompili
2025	B	`conf`	Large Vision-Language Model-Assisted Information-Rich Semantic Segmentation. MASS Haiqiao Liu, Songjun Huang, Chuanneng Sun, Dario Pompili, Jie Gong
2025	J	`jnl`	Meta-ETI: Meta-Reinforcement Learning With Explicit Task Inference for AAV-IoT Coverage. IEEE Internet Things J. Songjun Huang, Chuanneng Sun, Dario Pompili
2025	J	`jnl`	Reinforcement learning-based task allocation and path-finding in multi-robot systems under environment uncertainty. Comput. Aided Civ. Infrastructure Eng. Songjun Huang, Chuanneng Sun, Jie Gong, Dario Pompili
2025	A*	`conf`	Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs. ICRA Chuanneng Sun, Songjun Huang, Haiqiao Liu, Jie Gong, Dario Pompili
2025	J	`jnl`	Toward Adaptive and Coordinated Transportation Systems: A Multi-Personality Multi-Agent Meta-Reinforcement Learning Framework. IEEE Trans. Intell. Transp. Syst. Songjun Huang, Chuanneng Sun, Ruo-Qian Wang, Dario Pompili
2024	—	`conf`	A Bi-Layer Joint Training Reinforcement Learning Framework for Post-Disaster Rescue. DCOSS-IoT Songjun Huang, Chuanneng Sun, Jie Gong, Dario Pompili
2024	—	`conf`	Alleviating All-to-All Communication for Deep Learning Recommendation Model Inference. ICPP Workshops Songjun Huang, Yihong Li, Liangkun Chen, Xiaoxi Zhang, Shuo Liu, Jingpu Duan, Wenfei Wu, Xu Chen
2024	J	`jnl`	Hierarchical in-Context Reinforcement Learning with Hindsight Modular Reflections for Planning. CoRR Chuanneng Sun, Songjun Huang, Dario Pompili
2024	J	`jnl`	LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions. CoRR Chuanneng Sun, Songjun Huang, Dario Pompili
2024	—	`conf`	Multi-Behavior Multi-Agent Reinforcement Learning for Informed Search via Offline Training. DCOSS-IoT Songjun Huang, Chuanneng Sun, Ruo-Qian Wang, Dario Pompili
2023	A*	`conf`	HMAAC: Hierarchical Multi-Agent Actor-Critic for Aerial Search with Explicit Coordination Modeling. ICRA Chuanneng Sun, Songjun Huang, Dario Pompili
2021	B	`conf`	Hybrid Analog-Digital Sensing Approach for Low-power Real-time Anomaly Detection in Drones. MASS Yung-Ting Hsieh, Khizar Anjum, Songjun Huang, Indraneel S. Kulkarni, Dario Pompili
2021	—	`conf`	Neural Network Design via Voltage-based Resistive Processing Unit and Diode Activation Function - A New Architecture. MWSCAS Yung-Ting Hsieh, Khizar Anjum, Songjun Huang, Indraneel S. Kulkarni, Dario Pompili