SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing. - Pengjie Liu; Wang Zhang 012; Yulong Ding; Xuefeng Zhang; Shuang-Hua Yang (SMC, 2024)

Applications of Multi-Agent Deep Reinforcement Learning Communication in Network Management: A Survey. - Yue Pi; Wang Zhang 012; Yong Zhang; Hairong Huang; Baoquan Rao; Yulong Ding; Shuanghua Yang (CoRR, 2024)

ECHO: Enhancing Knowledge Graph Completion via Multi-source Knowledge Representation Learning Mechanism with Continual Pre-training. - Pengjie Liu; Wang Zhang 012; Yulong Ding; Shuang-Hua Yang (ICIC (8), 2025)

DRAMA: A Dynamic Packet Routing Algorithm using Multi-Agent Reinforcement Learning with Emergent Communication. - Wang Zhang 012; Chenguang Liu; Yue Pi; Yong Zhang; Hairong Huang; Baoquan Rao; Yulong Ding; Shuanghua Yang; Jie Jiang 011 (IJCNN, 2025)

Spectrum Sharing in V2X Networks Based on Multi-Agent Graph Emergent Communication. - Yue Pi; Wang Zhang 012; Yulong Ding; Jin Zhang; Yongheng Liu; Shuanghua Yang (SMC, 2025)

SEMKR: Joint learning of semantic and topological representations for Knowledge Graph Completion. - Pengjie Liu; Wang Zhang 012; Yulong Ding; Jie Jiang 011; Shuang-Hua Yang (Neurocomputing, 2025)