Jin Fan

47 papers B 5Misc 1Journal 39Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A responsive approach to multivariate time-series anomaly detection with K-distance based calibrated reconstruction.
Neurocomputing
Jin Fan, Yanhao Bi, Jin'an Yao, Liangkang Huang, Huifeng Wu, Jia Wu
2026 J jnl
Towards practical Alzheimer's Disease diagnosis: A lightweight and interpretable spiking neural model.
Biomed. Signal Process. Control.
Changwei Wu, Yifei Chen, Yuxin Du, Jinying Zong, Jie Dong, Mingxuan Liu, Feiwei Qin, Yong Peng, Jin Fan, Chaomiao Wang
2025 — conf
A Cloud-Based High-Quality Code Intelligent Matching Tool for Industrial Control Programs.
WWW (Companion Volume)
Yingzhe Bao, Danfeng Sun, Junhui Liu, Jin Fan, Huifeng Wu
2025 J jnl
A channel dependency decoupled two-stream model for multivariate time series analysis.
Int. J. Mach. Learn. Cybern.
Jin Fan, Jie Liu, Huifeng Wu, Jiaqian Xiang, Yuxia Cheng, Guanhang Xu, Jia Wu
2025 J jnl
A distribution feature extracting network with dual correlation for long sequence time-series forecasting.
Neurocomputing
Jin Fan, Zehao Wang, Feiwei Qin, Huifeng Wu, Danfeng Sun, Jia Wu
2025 J jnl
An enhanced residual learning framework for Graph Neural Networks based on Dual Random Walk.
Knowl. Based Syst.
Jin Fan, Zhangyu Gu, Jiajun Yang, Huifeng Wu, Danfeng Sun, Jia Wu
2025 — conf
DR-TTA: Dynamic and Robust Test-Time Adaptation Under Low-Quality Mri Conditions for Brain Tumor Segmentation.
BIBM
Yuanhan Wang, Yifei Chen, Shuo Jiang, Wenjing Yu, Mingxuan Liu, Beining Wu, Shenghao Zhu, Feiwei Qin, Jin Fan, Changmiao Wang
2025 J jnl
Dynamic Modeling and Analysis of Bi-Directional Traffic Flows Through a Deep Spatio-Temporal Graph Neural Network.
IEEE Trans. Big Data
Jin Fan, Fu Zhu, Wenchao Weng, Xinyi Zhang, Hanyu Jiang, Hao Tian, Huifeng Wu
2025 J jnl
Enhancing GCN Robustness Against Structural Attacks via Adaptive Spectrum Filtering.
IEEE Trans. Inf. Forensics Secur.
Jin Fan, Zheyu Wang, Zehao Wang, Jiajun Yang, Huifeng Wu, Jia Wu
2025 J jnl
Extendable Multi-Device Collaborative Pipeline Parallel Inference in the Edge-Cloud Scenario.
IEEE Trans. Consumer Electron.
Junjie Hu, Danfeng Sun, Jin Fan, Junwei Dong, Baiping Chen, Huifeng Wu, Jia Wu
2025 J jnl
GCINet: global convolution interaction network with a pre-trained reversible normalization method for long-term time series forecasting.
Neural Comput. Appl.
Jin Fan, Baoshun Yang, Danfeng Sun, Jie Liu, Qikai Chen, Zhipeng Wang, Jia Wu
2025 J jnl
Long-term time series forecasting based on Siamese network: a perspective on few-shot learning.
Int. J. Mach. Learn. Cybern.
Jin Fan, Jiaqian Xiang, Jie Liu, Zheyu Wang, Huifeng Wu
2025 J jnl
PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow Prediction.
Neural Networks
Jin Fan, Wenchao Weng, Qikai Chen, Huifeng Wu, Jia Wu
2025 J jnl
Path-aware multi-scale learning for heterogeneous graph neural network.
Neural Networks
Jin Fan, Jiajun Yang, Zhangyu Gu, Huifeng Wu, Danfeng Sun, Feiwei Qin, Jia Wu
2025 J jnl
SCKansformer: Fine-Grained Classification of Bone Marrow Cells via Kansformer Backbone and Hierarchical Attention Mechanisms.
IEEE J. Biomed. Health Informatics
Yifei Chen, Zhu Zhu, Shenghao Zhu, Linwei Qiu, Binfeng Zou, Fan Jia, Yunpeng Zhu, Chenyan Zhang, Zhaojie Fang, Feiwei Qin, Jin Fan, Changmiao Wang, Gang Yu, Yu Gao
2025 J jnl
SSIM over MSE: A new perspective for video anomaly detection.
Neural Networks
Jin Fan, Miao Chen, Zhangyu Gu, Jiajun Yang, Huifeng Wu, Jia Wu
2025 B conf
SaSa: Semantic-aware Sequence Augmentor for Recommendation.
IJCNN
Yucheng Zhong, Jin Fan, Danfeng Sun, Jiajun Yang, Huifeng Wu
2025 Misc conf
Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach.
ICASSP
Yifei Chen, Shenghao Zhu, Zhaojie Fang, Chang Liu, Binfeng Zou, Linwei Qiu, Yuhe Wang, Shuo Chang, Fan Jia, Feiwei Qin, Jin Fan, Yong Peng, Changmiao Wang
2025 J jnl
Towards Practical Alzheimer's Disease Diagnosis: A Lightweight and Interpretable Spiking Neural Model.
CoRR
Changwei Wu, Yifei Chen, Yuxin Du, Jinying Zong, Jie Dong, Mingxuan Liu, Yong Peng, Jin Fan, Feiwei Qin, Changmiao Wang
2024 J jnl
An unsupervised video anomaly detection method via Optical Flow decomposition and Spatio-Temporal feature learning.
Pattern Recognit. Lett.
Jin Fan, Yuxiang Ji, Huifeng Wu, Yan Ge, Danfeng Sun, Jia Wu
2024 J jnl
GFE-Mamba: Mamba-based AD Multi-modal Progression Assessment via Generative Feature Extraction from MCI.
CoRR
Zhaojie Fang, Shenghao Zhu, Yifei Chen, Binfeng Zou, Fan Jia, Linwei Qiu, Chang Liu, Yiyu Huang, Xiang Feng, Feiwei Qin, Changmiao Wang, Yeru Wang, Jin Fan, Changbiao Chu, Wan-Zhen Wu, Hu Zhao
2024 J jnl
Learning the feature distribution similarities for online time series anomaly detection.
Neural Networks
Jin Fan, Yan Ge, Xinyi Zhang, Zheyu Wang, Huifeng Wu, Jia Wu
2024 J jnl
RGDAN: A random graph diffusion attention network for traffic prediction.
Neural Networks
Jin Fan, Wenchao Weng, Hao Tian, Huifeng Wu, Fu Zhu, Jia Wu
2024 J jnl
Representing Multiview Time-Series Graph Structures for Multivariate Long-Term Time-Series Forecasting.
IEEE Trans. Artif. Intell.
Zehao Wang, Jin Fan, Huifeng Wu, Danfeng Sun, Jia Wu
2024 J jnl
SCKansformer: Fine-Grained Classification of Bone Marrow Cells via Kansformer Backbone and Hierarchical Attention Mechanisms.
CoRR
Yifei Chen, Zhu Zhu, Shenghao Zhu, Linwei Qiu, Binfeng Zou, Fan Jia, Yunpeng Zhu, Chenyan Zhang, Zhaojie Fang, Feiwei Qin, Jin Fan, Changmiao Wang, Yu Gao, Gang Yu
2024 J jnl
Sepformer-Based Models: More Efficient Models for Long Sequence Time-Series Forecasting.
IEEE Trans. Emerg. Top. Comput.
Jin Fan, Zehao Wang, Danfeng Sun, Huifeng Wu
2024 J jnl
Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach.
CoRR
Yifei Chen, Shenghao Zhu, Zhaojie Fang, Chang Liu, Binfeng Zou, Yuhe Wang, Shuo Chang, Fan Jia, Feiwei Qin, Jin Fan, Yong Peng, Changmiao Wang
2023 J jnl
A Decomposition Dynamic graph convolutional recurrent network for traffic forecasting.
Pattern Recognit.
Wenchao Weng, Jin Fan, Huifeng Wu, Yujie Hu, Hao Tian, Fu Zhu, Jia Wu
2023 J jnl
A robust feature reinforcement framework for heterogeneous graphs neural networks.
Future Gener. Comput. Syst.
Zehao Wang, Huifeng Wu, Jin Fan, Danfeng Sun, Jia Wu
2023 J jnl
An Adversarial Time-Frequency Reconstruction Network for Unsupervised Anomaly Detection.
Neural Networks
Jin Fan, Zehao Wang, Huifeng Wu, Danfeng Sun, Jia Wu, Xin Lu
2023 J jnl
LUAD: A lightweight unsupervised anomaly detection scheme for multivariate time series data.
Neurocomputing
Jin Fan, Zhentao Liu, Huifeng Wu, Jia Wu, Zhanyu Si, Peng Hao, Tom H. Luan
2023 B conf
OOA-UADS: Offline, Online, Analysis-an Unsupervised Anomaly Detection Solution for Multivariate Time Series.
IJCNN
Jin Fan, Zhanyu Si, Zehao Wang, Danfeng Sun, Jia Wu, Huifeng Wu
2023 J jnl
Parallel spatio-temporal attention-based TCN for multivariate time series prediction.
Neural Comput. Appl.
Jin Fan, Ke Zhang, Yipan Huang, Yifei Zhu, Baiping Chen
2023 B conf
Segformer: Segment-Based Transformer with Decomposition for Long-Term Series Forecasting.
IJCNN
Jinhua Chen, Jin Fan, Zhen Liu, Jiaqian Xiang, Jia Wu
2022 J jnl
AUBRec: adaptive augmented self-attention via user behaviors for sequential recommendation.
Neural Comput. Appl.
Jin Fan, Xiaofeng Yu, Zehao Wang, Weijie Wang, Danfeng Sun, Huifeng Wu
2022 J jnl
CEKD: Cross Ensemble Knowledge Distillation for Augmented Fine-grained Data.
CoRR
Ke Zhang, Jin Fan, Shaoli Huang, Yongliang Qiao, Xiaofeng Yu, Feiwei Qin
2022 J jnl
CEKD: Cross ensemble knowledge distillation for augmented fine-grained data.
Appl. Intell.
Ke Zhang, Jin Fan, Shaoli Huang, Yongliang Qiao, Xiaofeng Yu, Feiwei Qin
2022 J jnl
Parallel Spatio-Temporal Attention-Based TCN for Multivariate Time Series Prediction.
CoRR
Jin Fan, Ke Zhang, Yipan Huang, Yifei Zhu, Baiping Chen
2021 J jnl
DWNet: Dual-Window Deep Neural Network for Time Series Prediction.
Complex.
Jin Fan, Yipan Huang, Ke Zhang, Sen Wang, Jinhua Chen, Baiping Chen
2020 J jnl
AEDmts: An Attention-Based Encoder-Decoder Framework for Multi-Sensory Time Series Analytic.
IEEE Access
Jin Fan, Hongkun Wang, Yipan Huang, Ke Zhang, Bei Zhao
2020 B conf
Multi-Order Feature Statistical Model for Fine-Grained Visual Categorization.
ICPR
Qingtao Wang, Ke Zhang, Jin Fan, Shaoli Huang, Lianbo Zhang
2020 J jnl
SBNN: Slimming binarized neural network.
Neurocomputing
Qing Wu, Xiaojin Lu, Shan Xue, Chao Wang, Xundong Wu, Jin Fan
2019 J jnl
A Destination Prediction Network Based on Spatiotemporal Data for Bike-Sharing.
Complex.
Jian Jiang, Fei Lin, Jin Fan, Hang Lv, Jia Wu
2019 J jnl
A Feature Selection Method Based on Hybrid Improved Binary Quantum Particle Swarm Optimization.
IEEE Access
Qing Wu, Zheping Ma, Jin Fan, Gang Xu, Yuanfeng Shen
2019 J jnl
Improved Coupled Tensor Factorization with Its Applications in Health Data Analysis.
Complex.
Qing Wu, Jie Wang, Jin Fan, Gang Xu, Jia Wu, Blake W. Johnson, Xingfei Li, Quan Do, Ruiquan Ge
2018 B conf
CTF-PSF: Coupled Tensor Factorization with Partially Shared Factors.
IJCNN
Qing Wu, Xingfei Li, Quan Do, Jin Fan, Ruiquan Ge, Jie Wang
2015 J jnl
A Hybrid Localization Approach in 3D Wireless Sensor Network.
Int. J. Distributed Sens. Networks
Baohui Zhang, Jin Fan, Guojun Dai, Tom H. Luan