Siyuan Chen

According to our database, Siyuan Chen authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multiagent Trajectory Prediction.

Siyuan Chen, Jiahai Wang

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Locally-adaptive mapping for network alignment via meta-learning.

Meixiu Long, Siyuan Chen, Jiahai Wang

Inf. Process. Manag., 2024

A Hierarchical Framework with Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems.

Siyuan Chen, Xin Du, Jiahai Wang

CoRR, 2024

2023

Enhanced edge convolution-based spatial-temporal network for network traffic prediction.

Zehua Hu, Ke Ruan, Weihao Yu, Siyuan Chen

Appl. Intell., October, 2023

DegUIL: Degree-Aware Graph Neural Networks for Long-Tailed User Identity Linkage.

Meixiu Long, Siyuan Chen, Xin Du, Jiahai Wang

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Multi-Agent Meta-Reinforcement Learning with Coordination and Reward Shaping for Traffic Signal Control.

Xin Du, Jiahai Wang, Siyuan Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization.

Jinbiao Chen, Jiahai Wang, Zizhen Zhang, Zhiguang Cao, Te Ye, Siyuan Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Multiple userids identification with deep learning.

Xin Du, Siyuan Chen, Zhiyue Liu, Jiahai Wang

Expert Syst. Appl., 2022

Graph Neural Networks with Dynamic and Static Representations for Social Recommendation.

Junfa Lin, Siyuan Chen, Jiahai Wang

Proceedings of the Database Systems for Advanced Applications, 2022

2021

Multi-agent Deep Reinforcement Learning with Spatio-Temporal Feature Fusion for Traffic Signal Control.

Xin Du, Jiahai Wang, Siyuan Chen, Zhiyue Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage.

Zehua Hu, Jiahai Wang, Siyuan Chen, Xin Du

Proceedings of the Database Systems for Advanced Applications, 2021

Neural Relational Inference with Efficient Message Passing Mechanisms.

Siyuan Chen, Jiahai Wang, Guoqing Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage.

Siyuan Chen, Jiahai Wang, Xin Du, Yanqing Hu

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020