Kaixiang Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 53

Top Topics

Ensemble Clustering

Similarity Search

Imbalanced Data

Anomaly Detection

Top Venues

IEEE Trans. Knowl. Data Eng.

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Publications

Dacheng Zheng, Zhiwen Yu, Wuxing Chen, Weiwen Zhang, Qiying Feng, Yifan Shi, Kaixiang Yang
Multiview ensemble clustering of hypergraph p-Laplacian regularization with weighting and denoising. Inf. Sci. 681 (2024)
Zhijie Zhong, Zhiwen Yu, Xing Xi, Yue Xu, Jiahui Chen, Kaixiang Yang
SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly Detection. CoRR (2024)
Zhuoling Lyu, Chengyuan Zhu, Yanyun Pu, Zuan Chen, Kaixiang Yang, Qinmin Yang
Two-Stage Intrusion Events Recognition for Vibration Signals From Distributed Optical Fiber Sensors. IEEE Trans. Instrum. Meas. 73 (2024)
Zhijie Zhong, Zhiwen Yu, Jiahui Chen, Kaixiang Yang
Insightful Simplicity: Dissimilarity in Time Series Anomaly Detection. ACM TUR-C (2024)
Sen Huang, Kaixiang Yang, Sheng Qi, Rui Wang
When Large Language Model Meets Optimization. CoRR (2024)
Hang Lu, Kaixiang Yang, Wenqin Zhuang, Mingkai Chen
Vision-Assisted Cross-Modal Haptic Data Compression for Immersive Communication. WCNC (2024)
Mianfen Lin, Kaixiang Yang, Zhiwen Yu, Yifan Shi, C. L. Philip Chen
Hybrid Ensemble Broad Learning System for Network Intrusion Detection. IEEE Trans. Ind. Informatics 20 (4) (2024)
Lincan Li, Wei Shao, Wei Dong, Yijun Tian, Qiming Zhang, Kaixiang Yang, Wenjie Zhang
Data-Centric Evolution in Autonomous Driving: A Comprehensive Survey of Big Data System, Data Mining, and Closed-Loop Technologies. CoRR (2024)
Zhiwen Yu, Zhijie Zhong, Kaixiang Yang, Wenming Cao, C. L. Philip Chen
Broad Learning Autoencoder With Graph Structure for Data Clustering. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Sihang Liu, Wenming Cao, Ruigang Fu, Kaixiang Yang, Zhiwen Yu
RPSC: Robust Pseudo-Labeling for Semantic Clustering. AAAI (2024)
Zhijie Zhong, Zhiwen Yu, Yiyuan Yang, Weizheng Wang, Kaixiang Yang
PatchAD: Patch-based MLP-Mixer for Time Series Anomaly Detection. CoRR (2024)
Wuxing Chen, Kaixiang Yang, Zhiwen Yu, Yifan Shi, C. L. Philip Chen
A survey on imbalanced learning: latest research, applications and future directions. Artif. Intell. Rev. 57 (6) (2024)
Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. AAAI (2024)
Lincan Li, Kaixiang Yang, Jichao Bi, Fengji Luo
STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting. ICASSP (2024)
Chengyuan Zhu, Yanyun Pu, Zhuoling Lyu, Kaixiang Yang, Qinmin Yang
Multidimensional information fusion and broad learning system-based condition recognition for energy pipeline safety. Knowl. Based Syst. 300 (2024)
Weiwen Zhang, Ziyu Liu, Yifeng Jiang, Wuxing Chen, Bowen Zhao, Kaixiang Yang
Self-balancing Incremental Broad Learning System with privacy protection. Neural Networks 178 (2024)
Lincan Li, Jichao Bi, Kaixiang Yang, Fengji Luo
Di-GraphGAN: An enhanced adversarial learning framework for accurate spatial-temporal traffic forecasting under data missing scenarios. Inf. Sci. 677 (2024)
Sen Huang, Kaixiang Yang, Sheng Qi, Rui Wang
When large language model meets optimization. Swarm Evol. Comput. 90 (2024)
Chengyuan Zhu, Yanyun Pu, Kaixiang Yang, Qinmin Yang, C. L. Philip Chen
A Novel Visual Transformer for Long-Distance Pipeline Pattern Recognition in Complex Environment. IEEE Trans. Artif. Intell. 5 (6) (2024)
Yanyun Pu, Chengyuan Zhu, Kaixiang Yang, Zhuoling Lü, Qinmin Yang
A Novel Multiscale Transformer Network Framework for Natural Gas Consumption Forecasting. IEEE Trans. Ind. Informatics 20 (8) (2024)
Kaixiang Yang, Junyu Gao, Yangbo Feng, Changsheng Xu
Leveraging Attribute Knowledge for Open-set Action Recognition. ICME (2023)
Kaixiang Yang, Yifan Shi, Zhiwen Yu, Qinmin Yang, Arun Kumar Sangaiah, Huanqiang Zeng
Stacked One-Class Broad Learning System for Intrusion Detection in Industry 4.0. IEEE Trans. Ind. Informatics 19 (1) (2023)
Chengyuan Zhu, Yanyun Pu, Kaixiang Yang, Qinmin Yang, C. L. Philip Chen
Distributed Optical Fiber Intrusion Detection by Image Encoding and SwinT in Multi-Interference Environment of Long-Distance Pipeline. IEEE Trans. Instrum. Meas. 72 (2023)
Yifan Shi, Kaixiang Yang, Zhiwen Yu, C. L. Philip Chen, Huanqiang Zeng
Adaptive Ensemble Clustering With Boosting BLS-Based Autoencoder. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. CoRR (2023)
Kaixiang Yang, Yuchen Liu, Zhiwen Yu, C. L. Philip Chen
Extracting and Composing Robust Features With Broad Learning System. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Kaixiang Yang, Hongya Wang, Ming Du, Zhizheng Wang, Zongyuan Tan, Jie Zhang, Yingyuan Xiao
An efficient indexing technique for billion-scale nearest neighbor search. Multim. Tools Appl. 82 (20) (2023)
Yanyun Pu, Chengyuan Zhu, Kaixiang Yang, Huan Hu, Qinmin Yang
A Novel AMSS-FFN for Underwater Multisource Localization Using Artificial Lateral Line. IEEE Trans. Instrum. Meas. 72 (2023)
Xiangde Luo, Jia Fu, Yunxin Zhong, Shuolin Liu, Bing Han, Mehdi Astaraki, Simone Bendazzoli, Iuliana Toma-Dasu, Yiwen Ye, Ziyang Chen, Yong Xia, Yanzhou Su, Jin Ye, Junjun He, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Kaixiang Yang, Xin Fang, Zhiwei Wang, Chan Woong Lee, Sang Joon Park, Jaehee Chun, Constantin Ulrich, Klaus H. Maier-Hein, Nchongmaje Ndipenoch, Alina Dana Miron, Yongmin Li, Yimeng Zhang, Yu Chen, Lu Bai, Jinlong Huang, Chengyang An, Lisheng Wang, Kaiwen Huang, Yunqi Gu, Tao Zhou, Mu Zhou, Shichuan Zhang, Wenjun Liao, Guotai Wang, Shaoting Zhang
SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. CoRR (2023)
Lincan Li, Kaixiang Yang, Fengji Luo, Jichao Bi
STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting. CoRR (2023)
Kaixiang Yang, Yifan Shi, Zhiwen Yu, Zhijie Zhong, Jichao Bi, Mengzhi Wang
Hybrid Clustering Solutions Fusion based on Gated Three-way Decision. IJCNN (2023)
Kaixiang Yang, Zhiwen Yu, C. L. Philip Chen, Wenming Cao, Hau-San Wong, Jane You, Guoqiang Han
Progressive Hybrid Classifier Ensemble for Imbalanced Data. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Wuxing Chen, Kaixiang Yang, Zhiwen Yu, Weiwen Zhang
Double-kernel based class-specific broad learning system for multiclass imbalance learning. Knowl. Based Syst. 253 (2022)
Kaixiang Yang, Zhiwen Yu, C. L. Philip Chen, Wenming Cao, Jane You, Hau-San Wong
Incremental Weighted Ensemble Broad Learning System for Imbalanced Data. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Zhiwen Yu, Fengxu Ye, Kaixiang Yang, Wenming Cao, C. L. Philip Chen, Lianglun Cheng, Jane You, Hau-San Wong
Semisupervised Classification With Novel Graph Construction for High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Wuxing Chen, Weiwen Zhang, Kaixiang Yang, Dacheng Zheng, Lianglun Cheng
Exploring Industrial Evolution with Correlation Analysis and Smoothing Forecasting: A Case of Marine Industry in Guangdong Province of South China. IC4E (2022)
Kaixiang Yang, Youming Luo, Mengyao Li, Shouyi Zhong, Qiang Liu, Xiuhong Li
Reconstruction of Sentinel-2 Image Time Series Using Google Earth Engine. Remote. Sens. 14 (17) (2022)
Wuxing Chen, Kaixiang Yang, Weiwen Zhang, Yifan Shi, Zhiwen Yu
Double-kernelized weighted broad learning system for imbalanced data. Neural Comput. Appl. 34 (22) (2022)
Lincan Li, Jichao Bi, Kaixiang Yang, Fengji Luo, Luxing Yang
MGC-GAN: Multi-Graph Convolutional Generative Adversarial Networks for Accurate Citywide Traffic Flow Prediction. SMC (2022)
Lincan Li, Jichao Bi, Kaixiang Yang, Fengji Luo
Spatial-Temporal Semantic Generative Adversarial Networks for Flexible Multi-step Urban Flow Prediction. ICANN (3) (2022)
Shumin Wang, Youming Luo, Mengyao Li, Kaixiang Yang, Qiang Liu, Xiuhong Li
A Taylor Expansion Algorithm for Spatial Downscaling of MODIS Land Surface Temperature. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chao Dong, Qi Ye, Wenchao Meng, Kaixiang Yang
Few-Shot Learning with Improved Local Representations via Bias Rectify Module. ICASSP (2022)
Zefeng Liang, Huan Wang, Kaixiang Yang, Yifan Shi
Adaptive Fusion Based Method for Imbalanced Data Classification. Frontiers Neurorobotics 16 (2022)
Yuchen Liu, Kaixiang Yang, Zhiwen Yu, Zhulin Liu, Yifan Shi, C. L. Philip Chen
Pruning Broad Learning System based on Adaptive Feature Evolution. IJCNN (2021)
Hongya Wang, Zeng Zhao, Kaixiang Yang, Hui Song, Yingyuan Xiao
Approximate Nearest Neighbor Search Using Query-Directed Dense Graph. DASFAA (Workshops) (2021)
Kaixiang Yang, Hongya Wang, Ming Du, Zhizheng Wang, Zongyuan Tan, Yingyuan Xiao
Hierarchical Link and Code: Efficient Similarity Search for Billion-Scale Image Sets. PG (Short Papers, Posters, and Work-in-Progress Papers) (2021)
Shumin Wang, Youming Luo, Xia Li, Kaixiang Yang, Qiang Liu, Xiaobo Luo, Xiuhong Li
Downscaling Land Surface Temperature Based on Non-Linear Geographically Weighted Regressive Model over Urban Areas. Remote. Sens. 13 (8) (2021)
Chao Dong, Qi Ye, Wenchao Meng, Kaixiang Yang
Few-shot learning with improved local representations via bias rectify module. CoRR (2021)
Kaixiang Yang, Hongya Wang, Bo Xu, Wei Wang, Yingyuan Xiao, Ming Du, Junfeng Zhou
Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only. CoRR (2021)
Zhihao Li, Zhiwen Yu, Kaixiang Yang, Yifan Shi, Yuhong Xu, C. L. Philip Chen
Local Tangent Generative Adversarial Network for Imbalanced Data Classification. IJCNN (2021)
Kaixiang Yang, Zhiwen Yu, Xin Wen, Wenming Cao, C. L. Philip Chen, Hau-San Wong, Jane You
Hybrid Classifier Ensemble for Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 31 (4) (2020)
Hongya Wang, Zhizheng Wang, Wei Wang, Yingyuan Xiao, Zeng Zhao, Kaixiang Yang
A Note on Graph-Based Nearest Neighbor Search. CoRR (2020)
Mingyong Li, Hongya Wang, Liangliang Wang, Kaixiang Yang, Yingyuan Xiao
Triplet Deep Hashing with Joint Supervised Loss for Fast Image Retrieval. ICTAI (2019)