FreCT: Frequency-Augmented Convolutional Transformer for Robust Time Series Anomaly Detection. - Wenxin Zhang 005; Ding Xu; Guangzhen Yao; Xiaojian Lin; Renxiang Guan; Chengze Du; Renda Han; Xi Xuan; Cuicui Luo (ICIC (16), 2025)

Decomposition-based multi-scale transformer framework for time series anomaly detection. - Wenxin Zhang 005; Cuicui Luo (Neural Networks, 2025)

MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction. - Xuyin Qi; Zeyu Zhang 006; Huazhan Zheng; Mingxi Chen; Numan Kutaiba; Ruth Lim; Cherie Chiang; Zi En Tham; Xuan Ren; Wenxin Zhang 005; Lei Zhang; Hao Zhang; et al. (CoRR, 2025)

PedDet: Adaptive Spectral Optimization for Multimodal Pedestrian Detection. - Rui Zhao; Zeyu Zhang 006; Yi Xu; Yi Yao; Yan Huang; Wenxin Zhang 005; Zirui Song; Xiuying Chen; Yang Zhao 019 (CoRR, 2025)

Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings. - Zonghao Ying; Guangyi Zheng; Yongxin Huang; Deyue Zhang; Wenxin Zhang 005; Quanchen Zou; Aishan Liu; Xianglong Liu 001; Dacheng Tao (CoRR, 2025)

Dual-channel Heterophilic Message Passing for Graph Fraud Detection. - Wenxin Zhang 005; Jingxing Zhong; Guangzhen Yao; Renda Han; Xiaojian Lin; Zeyu Zhang 006; Cuicui Luo (CoRR, 2025)

Addressing Noise and Stochasticity in Fraud Detection for Service Networks. - Wenxin Zhang 005; Ding Xu; Xi Xuan; Lei Jiang; Guangzhen Yao; Renda Han; Xiangxiang Lang; Cuicui Luo (CoRR, 2025)

GE-GNN: Gated Edge-Augmented Graph Neural Network for Fraud Detection. - Wenxin Zhang 005; Cuicui Luo (IEEE Trans. Big Data, 2025)