Siyuan Chen

According to our database, Siyuan Chen authored at least 24 papers between 2020 and 2026.

Collaborative distances:

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

2026

High Feature Distinguishability for Adaptive Image-text Matching with Dual-stream Transformers.

Yangtao Wang, Weibin Huang, Yanzhao Xie, Siyuan Chen, Weilong Peng, Maobin Tang, Meie Fang, Wensheng Zhang

ACM Trans. Multim. Comput. Commun. Appl., February, 2026

Harnessing Transferable Adversarial Examples via Multilayer Attention-Guided Spatial Transformations.

Pengfei Dong, Yatie Xiao, Chi-Man Pun, Fei Peng, Kongyang Chen, Qingxian Guan, Siyuan Chen, Xiangyu Ye, Zhenbang Liu

IEEE Trans. Reliab., 2026

MKGPL: graph prompt learning with multi-view knowledge for few-shot recognition.

Yanzhao Xie, Man Qiu, Yangtao Wang, Siyuan Chen, Meie Fang, Maobin Tang, Wensheng Zhang

Pattern Recognit., 2026

Intra-modal consistency for image-text retrieval through soft-label distillation.

Da Chen, Yangtao Wang, Yanzhao Xie, Siyuan Chen, Weilong Peng, Maobin Tang, Meie Fang, C. L. Philip Chen, Ping Li, Wensheng Zhang

Pattern Recognit., 2026

LLM-augmented entity alignment: an unsupervised and training-free framework.

Meixiu Long, Jiahai Wang, Junxiao Ma, Jianpeng Zhou, Siyuan Chen

Neural Networks, 2026

Skew-normal distributions for modeling asymmetric moving tendencies in pedestrian trajectories.

Siyuan Chen, Yatie Xiao, Yangtao Wang, Yanzhao Xie, Tong Zhu, Rui Duan, Jinbiao Chen

Neurocomputing, 2026

Geometry-constrained open set recognition with frozen foundation model features for industrial inspection.

Yingjun Xiao, Xi Chen, Luyu Xie, Siyuan Chen, Xiangjun Xiao, Lingxi Peng

Expert Syst. Appl., 2026

End-to-End Knowledge Distillation for Unsupervised Domain Adaptation with Large Vision-language Models.

Yangtao Wang, Xingwei Deng, Yanzhao Xie, Weilong Peng, Siyuan Chen, Xiaocui Li, Maobin Tang, Meie Fang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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

Siyuan Chen, Xin Du, Jiahai Wang

IEEE Trans. Neural Networks Learn. Syst., July, 2025

Towards adversarial patch attacks on deep crowd-counting networks via density-aware normalized feature learning.

Yatie Xiao, Siyuan Chen, Kongyang Chen, Qingxiao Guan, Zhenbang Liu

Knowl. Based Syst., 2025

Balanced residual distillation learning for 3D point cloud class-incremental semantic segmentation.

Yuanzhi Su, Siyuan Chen, Yuan-Gen Wang

Expert Syst. Appl., 2025

Enhancing Cross-modal Semantic Consistency via Key Token Alignment for Image-text Retrieval.

Huilong Lin, Yangtao Wang, Meie Fang, Yanzhao Xie, Da Chen, Xiaocui Li, Weilong Peng, Siyuan Chen, Maobin Tang, Ping Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

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

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