A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage. - Siyuan Chen 005; Jiahai Wang; Xin Du; Yanqing Hu (ECAI, 2020)

Neural Relational Inference with Efficient Message Passing Mechanisms. - Siyuan Chen 005; Jiahai Wang; Guoqing Li (AAAI, 2021)

A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage. - Zehua Hu; Jiahai Wang; Siyuan Chen 005; Xin Du (DASFAA (2), 2021)

Multi-agent Deep Reinforcement Learning with Spatio-Temporal Feature Fusion for Traffic Signal Control. - Xin Du; Jiahai Wang; Siyuan Chen 005; Zhiyue Liu (ECML/PKDD (4), 2021)

Graph Neural Networks with Dynamic and Static Representations for Social Recommendation. - Junfa Lin; Siyuan Chen 005; Jiahai Wang (DASFAA (2), 2022)

Multiple userids identification with deep learning. - Xin Du; Siyuan Chen 005; Zhiyue Liu; Jiahai Wang (Expert Syst. Appl., 2022)

Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization. - Jinbiao Chen; Jiahai Wang; Zizhen Zhang; Zhiguang Cao; Te Ye; Siyuan Chen 005 (NeurIPS, 2023)

Multi-Agent Meta-Reinforcement Learning with Coordination and Reward Shaping for Traffic Signal Control. - Xin Du; Jiahai Wang; Siyuan Chen 005 (PAKDD (2), 2023)

DegUIL: Degree-Aware Graph Neural Networks for Long-Tailed User Identity Linkage. - Meixiu Long; Siyuan Chen 005; Xin Du; Jiahai Wang (ECML/PKDD (6), 2023)

Enhanced edge convolution-based spatial-temporal network for network traffic prediction. - Zehua Hu; Ke Ruan; Weihao Yu 002; Siyuan Chen 005 (Appl. Intell., 2023)

Locally-adaptive mapping for network alignment via meta-learning. - Meixiu Long; Siyuan Chen 005; Jiahai Wang (Inf. Process. Manag., 2024)

Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multiagent Trajectory Prediction. - Siyuan Chen 005; Jiahai Wang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Balanced residual distillation learning for 3D point cloud class-incremental semantic segmentation. - Yuanzhi Su; Siyuan Chen 005; Yuan-Gen Wang (Expert Syst. Appl., 2025)

A Hierarchical Framework With Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems. - Siyuan Chen 005; Xin Du; Jiahai Wang (IEEE Trans. Neural Networks Learn. Syst., 2025)