Siyuan Chen

30 papers A* 3A 2Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
End-to-End Knowledge Distillation for Unsupervised Domain Adaptation with Large Vision-language Models.
AAAI
Yangtao Wang, Xingwei Deng, Yanzhao Xie, Weilong Peng, Siyuan Chen, Xiaocui Li, Maobin Tang, Meie Fang
2026 J jnl
Geometry-constrained open set recognition with frozen foundation model features for industrial inspection.
Expert Syst. Appl.
Yingjun Xiao, Xi Chen, Luyu Xie, Siyuan Chen, Xiangjun Xiao, Lingxi Peng
2026 J jnl
Harnessing Transferable Adversarial Examples via Multilayer Attention-Guided Spatial Transformations.
IEEE Trans. Reliab.
Pengfei Dong, Yatie Xiao, Chi-Man Pun, Fei Peng, Kongyang Chen, Qingxian Guan, Siyuan Chen, Xiangyu Ye, Zhenbang Liu
2026 J jnl
High Feature Distinguishability for Adaptive Image-text Matching with Dual-stream Transformers.
ACM Trans. Multim. Comput. Commun. Appl.
Yangtao Wang, Weibin Huang, Yanzhao Xie, Siyuan Chen, Weilong Peng, Maobin Tang, Meie Fang, Wensheng Zhang
2026 J jnl
Intra-modal consistency for image-text retrieval through soft-label distillation.
Pattern Recognit.
Da Chen, Yangtao Wang, Yanzhao Xie, Siyuan Chen, Weilong Peng, Maobin Tang, Meie Fang, C. L. Philip Chen, Ping Li, Wensheng Zhang
2026 J jnl
LLM-augmented entity alignment: an unsupervised and training-free framework.
Neural Networks
Meixiu Long, Jiahai Wang, Junxiao Ma, Jianpeng Zhou, Siyuan Chen
2026 J jnl
MKGPL: graph prompt learning with multi-view knowledge for few-shot recognition.
Pattern Recognit.
Yanzhao Xie, Man Qiu, Yangtao Wang, Siyuan Chen, Meie Fang, Maobin Tang, Wensheng Zhang
2026 J jnl
Skew-normal distributions for modeling asymmetric moving tendencies in pedestrian trajectories.
Neurocomputing
Siyuan Chen, Yatie Xiao, Yangtao Wang, Yanzhao Xie, Tong Zhu, Rui Duan, Jinbiao Chen
2025 J jnl
A Hierarchical Framework With Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems.
IEEE Trans. Neural Networks Learn. Syst.
Siyuan Chen, Xin Du, Jiahai Wang
2025 J jnl
Balanced residual distillation learning for 3D point cloud class-incremental semantic segmentation.
Expert Syst. Appl.
Yuanzhi Su, Siyuan Chen, Yuan-Gen Wang
2025 A conf
Enhancing Cross-modal Semantic Consistency via Key Token Alignment for Image-text Retrieval.
ICME
Huilong Lin, Yangtao Wang, Meie Fang, Yanzhao Xie, Da Chen, Xiaocui Li, Weilong Peng, Siyuan Chen, Maobin Tang, Ping Li
2025 J jnl
Towards adversarial patch attacks on deep crowd-counting networks via density-aware normalized feature learning.
Knowl. Based Syst.
Yatie Xiao, Siyuan Chen, Kongyang Chen, Qingxiao Guan, Zhenbang Liu
2024 J jnl
A Hierarchical Framework with Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems.
CoRR
Siyuan Chen, Xin Du, Jiahai Wang
2024 J jnl
Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multiagent Trajectory Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Siyuan Chen, Jiahai Wang
2024 J jnl
Locally-adaptive mapping for network alignment via meta-learning.
Inf. Process. Manag.
Meixiu Long, Siyuan Chen, Jiahai Wang
2023 — conf
DegUIL: Degree-Aware Graph Neural Networks for Long-Tailed User Identity Linkage.
ECML/PKDD (6)
Meixiu Long, Siyuan Chen, Xin Du, Jiahai Wang
2023 J jnl
DegUIL: Degree-aware Graph Neural Networks for Long-tailed User Identity Linkage.
CoRR
Meixiu Long, Siyuan Chen, Xin Du, Jiahai Wang
2023 A* conf
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization.
NeurIPS
Jinbiao Chen, Jiahai Wang, Zizhen Zhang, Zhiguang Cao, Te Ye, Siyuan Chen
2023 J jnl
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization.
CoRR
Jinbiao Chen, Jiahai Wang, Zizhen Zhang, Zhiguang Cao, Te Ye, Siyuan Chen
2023 J jnl
Enhanced edge convolution-based spatial-temporal network for network traffic prediction.
Appl. Intell.
Zehua Hu, Ke Ruan, Weihao Yu, Siyuan Chen
2023 — conf
Multi-Agent Meta-Reinforcement Learning with Coordination and Reward Shaping for Traffic Signal Control.
PAKDD (2)
Xin Du, Jiahai Wang, Siyuan Chen
2022 — conf
Graph Neural Networks with Dynamic and Static Representations for Social Recommendation.
DASFAA (2)
Junfa Lin, Siyuan Chen, Jiahai Wang
2022 J jnl
Graph Neural Networks with Dynamic and Static Representations for Social Recommendation.
CoRR
Junfa Lin, Siyuan Chen, Jiahai Wang
2022 J jnl
Multiple userids identification with deep learning.
Expert Syst. Appl.
Xin Du, Siyuan Chen, Zhiyue Liu, Jiahai Wang
2021 — conf
A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage.
DASFAA (2)
Zehua Hu, Jiahai Wang, Siyuan Chen, Xin Du
2021 — conf
Multi-agent Deep Reinforcement Learning with Spatio-Temporal Feature Fusion for Traffic Signal Control.
ECML/PKDD (4)
Xin Du, Jiahai Wang, Siyuan Chen, Zhiyue Liu
2021 A* conf
Neural Relational Inference with Efficient Message Passing Mechanisms.
AAAI
Siyuan Chen, Jiahai Wang, Guoqing Li
2021 J jnl
Neural Relational Inference with Efficient Message Passing Mechanisms.
CoRR
Siyuan Chen, Jiahai Wang, Guoqing Li
2020 A conf
A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage.
ECAI
Siyuan Chen, Jiahai Wang, Xin Du, Yanqing Hu
2020 J jnl
A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage.
CoRR
Siyuan Chen, Jiahai Wang, Xin Du, Yanqing Hu