Furao Shen - RankMe

180 papers A* 10A 3B 23Journal 115Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data Agent: Learning to Select Data via End-to-End Dynamic Optimization. CoRR Suorong Yang, Fangjian Su, Hai Gan, Ziqi Ye, Jie Li, Baile Xu, Furao Shen, Soujanya Poria
2026	J	`jnl`	Dual prototypes for adaptive pre-trained model in class-incremental learning. Neural Networks Zhiming Xu, Suorong Yang, Baile Xu, Furao Shen, Jian Zhao
2026	J	`jnl`	Equivariant feature extraction: Enhancing 3D point cloud analysis with robust rotational equivariance. Neurocomputing Qianwei Tang, Baile Xu, Jian Zhao, Furao Shen
2026	J	`jnl`	IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. IEEE Trans. Pattern Anal. Mach. Intell. Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2026	J	`jnl`	MiCA: A Mobility-Informed Causal Adapter for Lightweight Epidemic Forecasting. CoRR Suhan Guo, Jiahong Deng, Furao Shen
2026	J	`jnl`	Region-guided attack on the segment anything model. Neural Networks Xiaoliang Liu, Furao Shen, Jian Zhao
2026	J	`jnl`	Resource Allocation in Fronthaul-Constrained Cell-Free Networks Using Edge-Graph Attention Networks. IEEE Trans. Wirel. Commun. Xiaoyu Liu, Jian Zhao, Furao Shen, Kun Yang, Sumei Sun
2026	J	`jnl`	ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training. CoRR Dunwei Tu, Hongyan Hao, Hansi Yang, Yihao Chen, Yi-Kai Zhang, Zhikang Xia, Yu Yang, Yueqing Sun, Xingchen Liu, Furao Shen, Qi Gu, Hui Su, Xunliang Cai
2026	J	`jnl`	Structure-Level Disentangled Diffusion for Few-Shot Chinese Font Generation. CoRR Jie Li, Suorong Yang, Jian Zhao, Furao Shen
2026	J	`jnl`	T-LLM: Teaching Large Language Models to Forecast Time Series via Temporal Distillation. CoRR Suhan Guo, Bingxu Wang, Shaodan Zhang, Furao Shen
2025	A*	`conf`	A CLIP-Powered Framework for Robust and Generalizable Data Selection. ICLR Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen
2025	J	`jnl`	AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation. IEEE Trans. Image Process. Suorong Yang, Peijia Li, Xin Xiong, Furao Shen, Jian Zhao
2025	J	`jnl`	Automated subspace matching for residential floor plans using deep learning: enhancing interior design efficiency. Vis. Comput. Zhongye Gao, Furao Shen, Jian Zhao
2025	J	`jnl`	CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks. Neural Networks Hongchao Yang, Suorong Yang, Lingming Zhang, Hui Dou, Furao Shen, Jian Zhao
2025	J	`jnl`	CacheFL: Privacy-Preserving and Efficient Federated Cache Model Fine-Tuning for Vision-Language Models. CoRR Mengjun Yi, Hanwen Zhang, Hui Dou, Jian Zhao, Furao Shen
2025	J	`jnl`	ConceptFlow: Hierarchical and Fine-grained Concept-Based Explanation for Convolutional Neural Networks. CoRR Xinyu Mu, Hui Dou, Furao Shen, Jian Zhao
2025	J	`jnl`	Control of Double Swing Arm Tracked Robot Based on Deep Reinforcement Learning in Various Uneven Terrains. Neural Process. Lett. Zhongye Gao, Furao Shen, Jian Zhao
2025	J	`jnl`	Embedding Space Allocation with Angle-Norm Joint Classifiers for few-shot class-incremental learning. Neural Networks Dunwei Tu, Huiyu Yi, Tieyi Zhang, Ruotong Li, Furao Shen, Jian Zhao
2025	J	`jnl`	Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks. CoRR Suhan Guo, Zhenghao Xu, Furao Shen, Jian Zhao
2025	J	`jnl`	GMNI: Achieve good data augmentation in unsupervised graph contrastive learning. Neural Networks Xin Xiong, Xiangyu Wang, Suorong Yang, Furao Shen, Jian Zhao
2025	J	`jnl`	IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. CoRR Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2025	J	`jnl`	Incomplete label distribution learning via label correlation decomposition. Inf. Fusion Suping Xu, Lin Shang, Furao Shen, Xibei Yang, Witold Pedrycz
2025	J	`jnl`	Interactive Instance Annotation with Siamese Networks. CoRR Xiang Xu, Ruotong Li, Mengjun Yi, Baile Xu, Furao Shen, Jian Zhao
2025	J	`jnl`	Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning. CoRR Suorong Yang, Peijia Li, Yujie Liu, Zhiming Xu, Peng Ye, Wanli Ouyang, Furao Shen, Dongzhan Zhou
2025	A*	`conf`	Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning. ACM Multimedia Dunwei Tu, Huiyu Yi, Yuchi Wang, Baile Xu, Jian Zhao, Furao Shen
2025	J	`jnl`	Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning. CoRR Dunwei Tu, Huiyu Yi, Yuchi Wang, Baile Xu, Jian Zhao, Furao Shen
2025	J	`jnl`	On-the-Fly Data Augmentation via Gradient-Guided and Sample-Aware Influence Estimation. CoRR Suorong Yang, Jie Zong, Lihang Wang, Ziheng Qin, Hai Gan, Pengfei Zhou, Kai Wang, Yang You, Furao Shen
2025	J	`jnl`	Parameter-Efficient Augment Plugin for Class-Incremental Learning. CoRR Zhiming Xu, Baile Xu, Jian Zhao, Furao Shen, Suorong Yang
2025	J	`jnl`	Physics-inspired Energy Transition Neural Network for Sequence Learning. CoRR Zhou Wu, Junyi An, Baile Xu, Furao Shen, Jian Zhao
2025	J	`jnl`	RADAP: A Robust and Adaptive Defense Against Diverse Adversarial Patches on face recognition. Pattern Recognit. Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2025	J	`jnl`	RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment. CoRR Suorong Yang, Peijia Li, Furao Shen, Jian Zhao
2025	J	`jnl`	RandoMix: a mixed sample data augmentation method with multiple mixed modes. Multim. Tools Appl. Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2025	J	`jnl`	SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models. CoRR Suhan Guo, Jiahong Deng, Mengjun Yi, Furao Shen, Jian Zhao
2025	J	`jnl`	Supervised contrastive learning with prototype distillation for data incremental learning. Neural Networks Suorong Yang, Tianyue Zhang, Zhiming Xu, Peijia Li, Baile Xu, Furao Shen, Jian Zhao
2025	J	`jnl`	When Dynamic Data Selection Meets Data Augmentation. CoRR Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou
2025	A*	`conf`	When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration. ICML Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou
2024	J	`jnl`	A CLIP-Powered Framework for Robust and Generalizable Data Selection. CoRR Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen
2024	J	`jnl`	A survey of research on several problems in the RoboCup3D simulation environment. Auton. Agents Multi Agent Syst. Zhongye Gao, Mengjun Yi, Ying Jin, Hanwen Zhang, Yun Hao, Ming Yin, Ziwen Cai, Furao Shen
2024	J	`jnl`	AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation. CoRR Suorong Yang, Peijia Li, Xin Xiong, Furao Shen, Jian Zhao
2024	J	`jnl`	Approximate attention with MLP: a pruning strategy for attention-based model in multivariate time series forecasting. CoRR Suhan Guo, Jiahong Deng, Yi Wei, Hui Dou, Furao Shen, Jian Zhao
2024	J	`jnl`	Downlink Resource Optimization in Multi-STAR-RIS-Assisted MIMO Networks. IEEE Trans. Commun. Qijie Liu, Jian Zhao, Furao Shen, Jingon Joung, Sumei Sun
2024	J	`jnl`	EAP: An effective black-box impersonation adversarial patch attack method on face recognition in the physical world. Neurocomputing Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2024	J	`jnl`	Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental Learning. CoRR Dunwei Tu, Huiyu Yi, Tieyi Zhang, Ruotong Li, Furao Shen, Jian Zhao
2024	—	`conf`	EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification. ECCV (66) Suorong Yang, Furao Shen, Jian Zhao
2024	J	`jnl`	EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification. CoRR Suorong Yang, Furao Shen, Jian Zhao
2024	J	`jnl`	Estimating the treatment effect over time under general interference through deep learner integrated TMLE. CoRR Suhan Guo, Furao Shen, Ni Li
2024	J	`jnl`	Explaining Model Overfitting in CNNs via GMM Clustering. CoRR Hui Dou, Xinyu Mu, Mengjun Yi, Feng Han, Jian Zhao, Furao Shen
2024	A*	`conf`	Hybrid Directional Graph Neural Network for Molecules. ICLR Junyi An, Chao Qu, Zhipeng Zhou, Fenglei Cao, Yinghui Xu, Yuan Qi, Furao Shen
2024	J	`jnl`	Improving the transferability of adversarial examples with separable positive and negative disturbances. Neural Comput. Appl. Yuanjie Yan, Yuxuan Bu, Furao Shen, Jian Zhao
2024	J	`jnl`	Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning. CoRR Zhiming Xu, Suorong Yang, Baile Xu, Jian Zhao, Furao Shen
2024	J	`jnl`	Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study. Pattern Recognit. Suorong Yang, Suhan Guo, Jian Zhao, Furao Shen
2024	J	`jnl`	Joint Deployment and Resource Allocation for Service Provision in Multi-UAV-Assisted Wireless Networks. IEEE Internet Things J. Shengqi Geng, Zhe Wei, Jian Zhao, Furao Shen, Jingon Joung, Sumei Sun
2024	J	`jnl`	Multi-Scale Dilated Convolution Network for Long-Term Time Series Forecasting. CoRR Feifei Li, Suhan Guo, Feng Han, Jian Zhao, Furao Shen
2024	J	`jnl`	Region-Guided Attack on the Segment Anything Model (SAM). CoRR Xiaoliang Liu, Furao Shen, Jian Zhao
2024	A*	`conf`	RoPDA: Robust Prompt-Based Data Augmentation for Low-Resource Named Entity Recognition. AAAI Sihan Song, Furao Shen, Jian Zhao
2024	J	`jnl`	Self-supervised learning of monocular 3D geometry understanding with two- and three-view geometric constraints. Vis. Comput. Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2023	J	`jnl`	A Long-Tail Friendly Representation Framework for Artist and Music Similarity. CoRR Haoran Xiang, Junyu Dai, Xuchen Song, Furao Shen
2023	J	`jnl`	A Simple Geometric-Aware Indoor Positioning Interpolation Algorithm Based on Manifold Learning. CoRR Suorong Yang, Geng Zhang, Jian Zhao, Furao Shen
2023	J	`jnl`	A self-organizing incremental neural network for imbalance learning. Neural Comput. Appl. Yue Shao, Baile Xu, Furao Shen, Jian Zhao
2023	J	`jnl`	AdvMask: A sparse adversarial attack-based data augmentation method for image classification. Pattern Recognit. Suorong Yang, Jinqiao Li, Tianyue Zhang, Jian Zhao, Furao Shen
2023	J	`jnl`	Attribute-Specific Manipulation Based on Layer-Wise Channels. CoRR Yuanjie Yan, Jian Zhao, Furao Shen
2023	A*	`conf`	Contrastive Open Set Recognition. AAAI Baile Xu, Furao Shen, Jian Zhao
2023	J	`jnl`	Correction to: Real-time object tracking in the wild with Siamese network. Multim. Tools Appl. Feng Han, Shaokui Jiang, Jianmin Wu, Baile Xu, Jian Zhao, Furao Shen
2023	J	`jnl`	Deep ToA Mask-Based Recursive Radar Pulse Deinterleaving. IEEE Trans. Aerosp. Electron. Syst. Haoran Xiang, Furao Shen, Jian Zhao
2023	J	`jnl`	GIMM: InfoMin-Max for Automated Graph Contrastive Learning. CoRR Xin Xiong, Furao Shen, Xiangyu Wang, Jian Zhao
2023	J	`jnl`	Hybrid optimization with unconstrained variables on partial point cloud registration. Pattern Recognit. Yuanjie Yan, Junyi An, Jian Zhao, Furao Shen
2023	J	`jnl`	NeRFTAP: Enhancing Transferability of Adversarial Patches on Face Recognition using Neural Radiance Fields. CoRR Xiaoliang Liu, Furao Shen, Feng Han, Jian Zhao, Changhai Nie
2023	J	`jnl`	Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency. CoRR Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2023	J	`jnl`	RADAP: A Robust and Adaptive Defense Against Diverse Adversarial Patches on Face Recognition. CoRR Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2023	J	`jnl`	Real-time object tracking in the wild with Siamese network. Multim. Tools Appl. Feng Han, Shaokui Jiang, Jianmin Wu, Baile Xu, Jian Zhao, Furao Shen
2023	J	`jnl`	RoPDA: Robust Prompt-based Data Augmentation for Low-Resource Named Entity Recognition. CoRR Sihan Song, Furao Shen, Jian Zhao
2023	J	`jnl`	Sensitivity pruner: Filter-Level compression algorithm for deep neural networks. Pattern Recognit. Suhan Guo, Bilan Lai, Suorong Yang, Jian Zhao, Furao Shen
2023	J	`jnl`	Switch and Refine: A Long-Term Tracking and Segmentation Framework. IEEE Trans. Circuits Syst. Video Technol. Xiang Xu, Jian Zhao, Jianmin Wu, Furao Shen
2023	J	`jnl`	Understanding neural network through neuron level visualization. Neural Networks Hui Dou, Furao Shen, Jian Zhao, Xinyu Mu
2022	J	`jnl`	A unified perspective of classification-based loss and distance-based loss for cross-view gait recognition. Pattern Recognit. Feng Han, Xuejian Li, Jian Zhao, Furao Shen
2022	J	`jnl`	AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification. CoRR Suorong Yang, Jinqiao Li, Jian Zhao, Furao Shen
2022	J	`jnl`	An Evolutionary Orthogonal Component Analysis Method for Incremental Dimensionality Reduction. IEEE Trans. Neural Networks Learn. Syst. Tianyue Zhang, Furao Shen, Tao Zhu, Jian Zhao
2022	A	`conf`	AugRmixAT: A Data Processing and Training Method for Improving Multiple Robustness and Generalization Performance. ICME Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2022	J	`jnl`	AugRmixAT: A Data Processing and Training Method for Improving Multiple Robustness and Generalization Performance. CoRR Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2022	J	`jnl`	AutoAdversary: A Pixel Pruning Method for Sparse Adversarial Attack. CoRR Jinqiao Li, Xiaotao Liu, Jian Zhao, Furao Shen
2022	J	`jnl`	C-Face: Using Compare Face on Face Hallucination for Low-Resolution Face Recognition. J. Artif. Intell. Res. Feng Han, Xudong Wang, Furao Shen, Jian Zhao
2022	—	`conf`	Deep Reinforcement Learning Assisted UAV Trajectory and Resource Optimization for NOMA Networks. WCSP Peixin Chen, Jian Zhao, Furao Shen
2022	J	`jnl`	Dynamic Auxiliary Soft Labels for decoupled learning. Neural Networks Yan Wang, Yongshun Zhang, Furao Shen, Jian Zhao
2022	J	`jnl`	Energy-Efficient Resource Allocation for Secure D2D Communications Underlaying UAV-Enabled Networks. IEEE Trans. Veh. Technol. Peixin Chen, Xuan Zhou, Jian Zhao, Furao Shen, Sumei Sun
2022	J	`jnl`	IC neuron: An efficient unit to construct neural networks. Neural Networks Junyi An, Fengshan Liu, Furao Shen, Jian Zhao, Ruotong Li, Kepan Gao
2022	J	`jnl`	Image Data Augmentation for Deep Learning: A Survey. CoRR Suorong Yang, Weikang Xiao, Mengchen Zhang, Suhan Guo, Jian Zhao, Furao Shen
2022	J	`jnl`	Label distribution learning through exploring nonnegative components. Neurocomputing Tianyue Zhang, Yingke Mao, Furao Shen, Jian Zhao
2022	J	`jnl`	RSTAM: An Effective Black-Box Impersonation Attack on Face Recognition using a Mobile and Compact Printer. CoRR Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2022	J	`jnl`	RandomMix: A mixed sample data augmentation method with multiple mixed modes. CoRR Xiaoliang Liu, Furao Shen, Jian Zhao, Changhai Nie
2022	J	`jnl`	Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information. CoRR Yuanjie Yan, Suorong Yang, Yan Wang, Jian Zhao, Furao Shen
2021	J	`jnl`	Artificial Evolution Network: A Computational Perspective on the Expansibility of the Nervous System. IEEE Trans. Neural Networks Learn. Syst. Youlu Xing, Hui Sun, Guihuan Feng, Furao Shen, Jian Zhao
2021	J	`jnl`	Faster and Simpler Siamese Network for Single Object Tracking. CoRR Shaokui Jiang, Baile Xu, Jian Zhao, Furao Shen
2021	J	`jnl`	IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks. CoRR Junyi An, Fengshan Liu, Jian Zhao, Furao Shen
2021	J	`jnl`	Inf-CP: A Reliable Channel Pruning based on Channel Influence. CoRR Bilan Lai, Haoran Xiang, Furao Shen
2021	J	`jnl`	SASICM A Multi-Task Benchmark For Subtext Recognition. CoRR Hua Yan, Weikang Xiao, Feng Han, Jian Zhao, Furao Shen
2021	—	`conf`	The Ninth Visual Object Tracking VOT2021 Challenge Results. ICCVW Matej Kristan, Jirí Matas, Ales Leonardis, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Jani Käpylä, Gustav Häger, Song Yan, Jinyu Yang, Zhongqun Zhang, Gustavo Fernández, Mohamed H. Abdelpakey, Goutam Bhat, Llukman Cerkezi, Hakan Cevikalp, Shengyong Chen, Xin Chen, Miao Cheng, Ziyi Cheng, Yu-Chen Chiu, Ozgun Cirakman, Yutao Cui, Kenan Dai, Mohana Murali Dasari, Qili Deng, Xingping Dong, Daniel K. Du, Matteo Dunnhofer, Zhenhua Feng, Zhiyong Feng, Zhihong Fu, Shiming Ge, Rama Krishna Sai S. Gorthi, Yuzhang Gu, Bilge Günsel, Qing Guo, Filiz Gurkan, Wencheng Han, Yanyan Huang, Felix Järemo Lawin, Shang-Jhih Jhang, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Juefei-Xu, J. Yin, Xiao Ke, Fahad Shahbaz Khan, Byeong Hak Kim, Josef Kittler, Xiangyuan Lan, Jun Ha Lee, Bastian Leibe, Hui Li, Jianhua Li, Xianxian Li, Yuezhou Li, Bo Liu, Chang Liu, Jingen Liu, Li Liu, Qingjie Liu, Huchuan Lu, Wei Lu, Jonathon Luiten, Jie Ma, Ziang Ma, Niki Martinel, Christoph Mayer, Alireza Memarmoghadam, Christian Micheloni, Yuzhen Niu, Danda Pani Paudel, Houwen Peng, Shoumeng Qiu, Aravindh Rajiv, Muhammad Rana, Andreas Robinson, Hasan Saribas, Ling Shao, Mohamed Shehata, Furao Shen, Jianbing Shen, Kristian Simonato, Xiaoning Song, Zhangyong Tang, Radu Timofte, Philip H. S. Torr, Chi-Yi Tsai, Bedirhan Uzun, Luc Van Gool, Paul Voigtlaender, Dong Wang, Guangting Wang, Liangliang Wang, Lijun Wang, Limin Wang, Linyuan Wang, Yong Wang, Yunhong Wang, Chenyan Wu, Gangshan Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Xiang Xu, Wanli Xue, Bin Yan, Wankou Yang, Xiaoyun Yang, Yu Ye, Jun Yin, Chengwei Zhang, Chunhui Zhang, Haitao Zhang, Kaihua Zhang, Kangkai Zhang, Xiaohan Zhang, Xiaolin Zhang, Xinyu Zhang, Zhibin Zhang, Shao-Chuan Zhao, Ming Zhen, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu
2021	J	`jnl`	V-SOINN: A topology preserving visualization method for multidimensional data. Neurocomputing Hui Dou, Baile Xu, Furao Shen, Jian Zhao
2020	—	`conf`	A Real-Time Pedestrian Counting System Based on RGB-D. ICACI Yang Yao, Xu Zhang, Yu Liang, Xin Zhang, Furao Shen, Jian Zhao
2020	J	`jnl`	IC Neuron: An Efficient Unit to Construct Neural Networks. CoRR Junyi An, Fengshan Liu, Jian Zhao, Furao Shen
2020	J	`jnl`	Image Clustering via Deep Embedded Dimensionality Reduction and Probability-Based Triplet Loss. IEEE Trans. Image Process. Yuanjie Yan, Hongyan Hao, Baile Xu, Jian Zhao, Furao Shen
2020	J	`jnl`	Operation-aware Neural Networks for user response prediction. Neural Networks Yi Yang, Baile Xu, Shaofeng Shen, Furao Shen, Jian Zhao
2020	J	`jnl`	Temporal Convolutional Attention-based Network For Sequence Modeling. CoRR Hongyan Hao, Yan Wang, Yudi Xia, Jian Zhao, Furao Shen
2020	J	`jnl`	Throughput Maximization With Rate-Dependent Power Consumption in Battery-Limited Multiuser Networks. IEEE Trans. Veh. Technol. Jian Zhao, Furao Shen, Jingon Joung
2019	J	`jnl`	A density-based competitive data stream clustering network with self-adaptive distance metric. Neural Networks Baile Xu, Furao Shen, Jinxi Zhao
2019	—	`conf`	Cross-dataset Time Series Anomaly Detection for Cloud Systems. USENIX ATC Xu Zhang, Qingwei Lin, Yong Xu, Si Qin, Hongyu Zhang, Bo Qiao, Yingnong Dang, Xinsheng Yang, Qian Cheng, Murali Chintalapati, Youjiang Wu, Ken Hsieh, Kaixin Sui, Xin Meng, Yaohai Xu, Wenchi Zhang, Furao Shen, Dongmei Zhang
2019	J	`jnl`	Inter-layer Collision Networks. CoRR Junyi An, Fengshan Liu, Furao Shen, Jian Zhao
2019	J	`jnl`	Label Mapping Neural Networks with Response Consolidation for Class Incremental Learning. CoRR Xu Zhang, Yang Yao, Baile Xu, Lekun Mao, Furao Shen, Jian Zhao, Qingwei Lin
2019	A*	`conf`	Latent Semantics Encoding for Label Distribution Learning. IJCAI Suping Xu, Lin Shang, Furao Shen
2019	J	`jnl`	Locally linear SVMs based on boundary anchor points encoding. Neural Networks Baile Xu, Shaofeng Shen, Furao Shen, Jian Zhao
2019	J	`jnl`	Operation-aware Neural Networks for User Response Prediction. CoRR Yi Yang, Baile Xu, Furao Shen, Jian Zhao
2019	J	`jnl`	Pairwise Interactive Graph Attention Network for Context-Aware Recommendation. CoRR Yahui Liu, Furao Shen, Jian Zhao
2019	J	`jnl`	Perception Coordination Network: A Neuro Framework for Multimodal Concept Acquisition and Binding. IEEE Trans. Neural Networks Learn. Syst. Youlu Xing, Xiaofeng Shi, Furao Shen, Jinxi Zhao, Jingxin Pan, Ah-Hwee Tan
2019	—	`conf`	Robust log-based anomaly detection on unstable log data. ESEC/SIGSOFT FSE Xu Zhang, Yong Xu, Qingwei Lin, Bo Qiao, Hongyu Zhang, Yingnong Dang, Chunyu Xie, Xinsheng Yang, Qian Cheng, Ze Li, Junjie Chen, Xiaoting He, Randolph Yao, Jian-Guang Lou, Murali Chintalapati, Furao Shen, Dongmei Zhang
2019	J	`jnl`	Super Interaction Neural Network. CoRR Yang Yao, Xu Zhang, Baile Xu, Furao Shen, Jian Zhao
2018	A*	`conf`	Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding. AAAI Youlu Xing, Furao Shen, Jinxi Zhao, Jingxin Pan, Ah-Hwee Tan
2017	—	`conf`	A Self-adaptive Growing Method for Training Compact RBF Networks. ICONIP (1) Baile Xu, Furao Shen, Jinxi Zhao, Tianyue Zhang
2017	—	`conf`	An Improved Ant-Driven Approach to Navigation and Map Building. ICSI (1) Chaomin Luo, Furao Shen, Hongwei Mo, Zhenzhong Chu
2017	—	`conf`	An Incremental Deep Learning Network for On-line Unsupervised Feature Extraction. ICONIP (2) Yu Liang, Yi Yang, Furao Shen, Jinxi Zhao, Tao Zhu
2017	J	`jnl`	An online incremental orthogonal component analysis method for dimensionality reduction. Neural Networks Tao Zhu, Ye Xu, Furao Shen, Jinxi Zhao
2017	—	`conf`	Fuzzy Self-Organizing Incremental Neural Network for Fuzzy Clustering. ICONIP (1) Tianyue Zhang, Baile Xu, Furao Shen
2017	—	`conf`	Multi-Agent formation control with target tracking and navigation. ICIA Lebin Liu, Chaomin Luo, Furao Shen
2017	—	`conf`	Time Series Forecasting Using GRU Neural Network with Multi-lag After Decomposition. ICONIP (5) Xu Zhang, Furao Shen, Jinxi Zhao, Guohai Yang
2017	—	`conf`	Topology Learning Embedding: A Fast and Incremental Method for Manifold Learning. ICONIP (1) Tao Zhu, Furao Shen, Jinxi Zhao, Yu Liang
2016	B	`conf`	A Fast Manifold Learning Algorithm for Dimensionality Reduction. ICTAI Yu Liang, Furao Shen, Jinxi Zhao, Yi Yang
2016	J	`jnl`	A Self-Organizing Incremental Neural Network based on local distribution learning. Neural Networks Youlu Xing, Xiaofeng Shi, Furao Shen, Ke Zhou, Jinxi Zhao
2016	B	`conf`	A Shapelet Learning Method for Time Series Classification. ICTAI Yi Yang, Qilin Deng, Furao Shen, Jinxi Zhao, Chaomin Luo
2016	—	`conf`	A Swarm Intelligence Algorithm Inspired by Twitter. ICONIP (3) Zhihui Lv, Furao Shen, Jinxi Zhao, Tao Zhu
2016	—	`conf`	An Incremental One Class Learning Framework for Large Scale Data. ICONIP (2) Qilin Deng, Yi Yang, Furao Shen, Chaomin Luo, Jinxi Zhao
2016	—	`conf`	Boundary aware navigation and mapping for a mobile automaton. ICIA Chaomin Luo, Gene Eu Jan, Jing Zhang, Furao Shen
2016	B	`conf`	Density Based Self Organizing Incremental Neural Network for data stream clustering. IJCNN Baile Xu, Furao Shen, Jinxi Zhao
2016	B	`conf`	Image segmentation based on Prototypes Extraction and Merging of clusters in multiple spaces. IJCNN Xiaofeng Shi, Furao Shen, Jinxi Zhao
2016	—	`conf`	Multi-goal Motion Planning of an Autonomous Robot in Unknown Environments by an Ant Colony Optimization Approach. ICSI (2) Chaomin Luo, Hongwei Mo, Furao Shen, Wenbing Zhao
2016	J	`jnl`	Orthogonal component analysis: A fast dimensionality reduction algorithm. Neurocomputing Tao Zhu, Ye Xu, Furao Shen, Jinxi Zhao
2016	J	`jnl`	Perception Evolution Network Based on Cognition Deepening Model - Adapting to the Emergence of New Sensory Receptor. IEEE Trans. Neural Networks Learn. Syst. Youlu Xing, Furao Shen, Jinxi Zhao
2015	—	`conf`	An Incremental Local Distribution Network for Unsupervised Learning. PAKDD (1) Youlu Xing, Tongyi Cao, Ke Zhou, Furao Shen, Jinxi Zhao
2015	—	`conf`	An Incremental Network with Local Experts Ensemble. ICONIP (3) Shaofeng Shen, Qiang Gan, Furao Shen, Chaomin Luo, Jinxi Zhao
2015	B	`conf`	An online incremental learning algorithm for time series. IJCNN Haoran Xu, Youlu Xing, Furao Shen, Jinxi Zhao
2015	—	`conf`	Annealing-based guidance of a rescue robot for rescue mission with multi-goal navigation. ICIA Chaomin Luo, Furao Shen, Simon X. Yang, Hongwei Mo
2015	—	`conf`	Automatic segmentation of Chinese Mandarin speech into syllable-like. IALP Jian Li, Furao Shen
2015	J	`jnl`	Forecasting exchange rate using deep belief networks and conjugate gradient method. Neurocomputing Furao Shen, Jing Chao, Jinxi Zhao
2015	B	`conf`	Improved Manifold Learning with competitive Hebbian rule. IJCNN Qiang Gan, Furao Shen, Jinxi Zhao
2015	B	`conf`	L IJCNN Youlu Xing, Furao Shen, Chaomin Luo, Jinxi Zhao
2015	—	`conf`	Local Adaptive and Incremental Gaussian Mixture for Online Density Estimation. PAKDD (1) Tianyu Qiu, Furao Shen, Jinxi Zhao
2015	A*	`conf`	Perception Evolution Network Adapting to the Emergence of New Sensory Receptor. IJCAI Youlu Xing, Furao Shen, Jinxi Zhao
2015	B	`conf`	Solving the data imbalance problem of P300 detection via Random Under-Sampling Bagging SVMs. IJCNN Xiaofeng Shi, Guoqiang Xu, Furao Shen, Jinxi Zhao
2014	B	`conf`	A model with Fuzzy Granulation and Deep Belief Networks for exchange rate forecasting. IJCNN Ren Zhang, Furao Shen, Jinxi Zhao
2014	B	`conf`	An Extended Isomap for Manifold Topology Learning with SOINN Landmarks. ICPR Qiang Gan, Furao Shen, Jinxi Zhao
2014	B	`conf`	Hidden Markov models based dynamic hand gesture recognition with incremental learning method. IJCNN Meng Hu, Furao Shen, Jinxi Zhao
2014	—	`conf`	Naturally inspired optimization algorithms as applied to mobile robotic path planning. SIS Steven E. Muldoon, Chaomin Luo, Furao Shen, Hongwei Mo
2014	B	`conf`	Using self-organizing incremental neural network (SOINN) For radial basis function networks. IJCNN Jie Lu, Furao Shen, Jinxi Zhao
2013	B	`conf`	A computational model of selecting visual attention based on bottom-up and top-down feature combination. IJCNN Wenyong Chen, Furao Shen, Jinxi Zhao
2013	J	`jnl`	A general associative memory based on self-organizing incremental neural network. Neurocomputing Furao Shen, Qiubao Ouyang, Wataru Kasai, Osamu Hasegawa
2013	—	`conf`	A parallel computing platform for training large scale neural networks. IEEE BigData Rong Gu, Furao Shen, Yihua Huang
2013	B	`conf`	A perception evolution network for unsupervised fast incremental learning. IJCNN Youlu Xing, Furao Shen, Jinxi Zhao
2013	B	`conf`	An incremental learning face recognition system for single sample per person. IJCNN Tao Zhu, Furao Shen, Jinxi Zhao
2013	J	`jnl`	An online incremental learning support vector machine for large-scale data. Neural Comput. Appl. Jun Zheng, Furao Shen, Hongjun Fan, Jinxi Zhao
2013	B	`conf`	Speaker recognition based on SOINN and incremental learning Gaussian mixture model. IJCNN Zelin Tang, Furao Shen, Jinxi Zhao
2013	B	`conf`	The effect of methods addressing the class imbalance problem on P300 detection. IJCNN Guoqiang Xu, Furao Shen, Jinxi Zhao
2012	B	`conf`	A Local Distribution Net for Data Clustering. PRICAI Qiubao Ouyang, Furao Shen, Jinxi Zhao
2012	J	`jnl`	An incremental learning vector quantization algorithm for pattern classification. Neural Comput. Appl. Ye Xu, Furao Shen, Jinxi Zhao
2011	J	`jnl`	An incremental online semi-supervised active learning algorithm based on self-organizing incremental neural network. Neural Comput. Appl. Furao Shen, Hui Yu, Keisuke Sakurai, Osamu Hasegawa
2011	B	`conf`	Forecasting exchange rate with deep belief networks. IJCNN Jing Chao, Furao Shen, Jinxi Zhao
2011	A	`conf`	TAKES: a fast method to select features in the kernel space. CIKM Ye Xu, Furao Shen, Wei Ping, Jinxi Zhao
2010	—	`conf`	A Multidirectional Associative Memory Based on Self-organizing Incremental Neural Network. ICONIP (2) Hui Yu, Furao Shen, Osamu Hasegawa
2010	—	`conf`	An Online Incremental Learning Support Vector Machine for Large-scale Data. ICANN (2) Jun Zheng, Hui Yu, Furao Shen, Jinxi Zhao
2010	J	`jnl`	An Online Incremental Semi-Supervised Learning Method. J. Adv. Comput. Intell. Intell. Informatics Furao Shen, Hui Yu, Youki Kamiya, Osamu Hasegawa
2010	B	`conf`	An associative memory system for incremental learning and temporal sequence. IJCNN Furao Shen, Hui Yu, Wataru Kasai, Osamu Hasegawa
2010	J	`jnl`	An online incremental learning pattern-based reasoning system. Neural Networks Furao Shen, Akihito Sudo, Osamu Hasegawa
2010	—	`conf`	How to Use the SOINN Software: User's Guide (Version 1.0). ICANN (3) Kazuhiro Yamasaki, Naoya Makibuchi, Furao Shen, Osamu Hasegawa
2010	A*	`conf`	Non-I.I.D. Multi-Instance Dimensionality Reduction by Learning a Maximum Bag Margin Subspace. AAAI Wei Ping, Ye Xu, Kexin Ren, Chi-Hung Chi, Furao Shen
2010	—	`conf`	Online Knowledge Acquisition and General Problem Solving in a Real World by Humanoid Robots. ICANN (3) Naoya Makibuchi, Furao Shen, Osamu Hasegawa
2010	—	`conf`	Self-Organizing Incremental Neural Network and Its Application. ICANN (3) Furao Shen, Osamu Hasegawa
2009	B	`conf`	An Online Incremental Learning Vector Quantization. PAKDD Ye Xu, Furao Shen, Osamu Hasegawa, Jinxi Zhao
2009	A	`conf`	To obtain orthogonal feature extraction using training data selection. CIKM Ye Xu, Furao Shen, Jinxi Zhao, Osamu Hasegawa
2008	J	`jnl`	A fast nearest neighbor classifier based on self-organizing incremental neural network. Neural Networks Furao Shen, Osamu Hasegawa
2006	J	`jnl`	An adaptive incremental LBG for vector quantization. Neural Networks Furao Shen, Osamu Hasegawa
2004	J	`jnl`	A Growing Neural Network for Online Unsupervised Learning. J. Adv. Comput. Intell. Intell. Informatics Furao Shen, Osamu Hasegawa
2004	J	`jnl`	A fast no search fractal image coding method. Signal Process. Image Commun. Furao Shen, Osamu Hasegawa
2004	B	`conf`	An Incremental Neural Network for Non-stationary Unsupervised Learning. ICONIP Furao Shen, Osamu Hasegawa
2004	B	`conf`	An effective fractal image coding method without search. ICIP Furao Shen, Osamu Hasegawa