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Viewing Publication 1 - 100 from 372

2026

JTFNet: A joint time-frequency domain network for multivariate time series forecastingJie Hu 0007, Kai Huang, Yuyan Wang, Shengdong Du, Tianrui Li 0001. inffus, 125:103480, 2026. [doi]

SCFGL: Soft clustering based federated graph learning on Non-IID graphsWenyuan Fang, Yanhua Liu, Wei Huang 0037, Wenzhong Guo, Tianrui Li 0001. PR, 172:112498, 2026. [doi]

Alzheimer's disease detection based on flexible optimal graph fusion of multimodal low rank sparse feature selectionYuqian He, Hongmei Chen 0001, Biao Xiang, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. inffus, 125:103486, 2026. [doi]

Multiview feature selection combining latent space and similarity structure learningZhuowen Li, Hongmei Chen 0001, Tengyu Yin, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. PR, 169:111874, 2026. [doi]

Continual deep multi-view clustering via contrastive knowledge replayHaoyang Liang, Bingjun Wei, Xuemei Cao 0001, Jiafen Liu, Xiaocao Ouyang, Jiangtao Qiu, Hao Wang 0068, Xin Yang 0012, Tianrui Li 0001. PR, 172:112548, 2026. [doi]

2025

NDRIDC: NMF-based deep representation algorithm for incomplete data clusteringDexian Wang 0001, Zonglin Li, Sha Yang, Tianrui Ren, Pengfei Zhang, Ping Deng 0002, Tianrui Li 0001. kbs, 324:113771, 2025. [doi]

ErrorEraser: Unlearning Data Bias for Improved Continual LearningXuemei Cao 0001, Hanlin Gu, Xin Yang 0012, Bingjun Wei, Haoyang Liang, Xiangkun Wang, Tianrui Li 0001. kdd 2025: 119-130 [doi]

Symmetric non-negative matrix factorization-based deep representation algorithm for multi-view clusteringPing Deng 0002, Xinying Zhou, Ji Xu 0001, Wei Huang 0037, Jie Wang 0152, Dexian Wang 0001, Tianrui Li 0001. eaai, 162:112738, 2025. [doi]

Text semantic matching algorithm based on the introduction of external knowledge under contrastive learningJie Hu 0007, Yinglian Zhu, Lishan Wu, Qilei Luo, Fei Teng 0001, Tianrui Li 0001. mlc, 16(1):741-753, January 2025. [doi]

LightST: A Simplifying Spatio-Temporal Graph Neural Network for Traffic Flow ForecastingJie Hu 0007, Taichuan Zheng, Lilan Peng, Fei Teng 0001, Shengdong Du, Tianrui Li 0001. tbd, 11(5):2517-2528, October 2025. [doi]

A small object detection model for drone images based on multi-attention fusion networkJie Hu 0007, Ting Pang, Bo Peng 0006, Yongguo Shi, Tianrui Li 0001. ivc, 155:105436, 2025. [doi]

Anti-loss downsampling and dual-granularity context learning for tiny object detection in remote sensing imagesJie Hu 0007, Jiaming Zhang, Xinbei Zha, Bo Peng 0006, Tianrui Li 0001. apin, 55(15):1018, October 2025. [doi]

Efficient fire and smoke detection in complex environments via adaptive spatial feature fusion and dual attention mechanismJie Hu 0007, Lei Wang, Bo Peng 0006, Fei Teng 0001, Tianrui Li 0001. dsp, 159:104982, 2025. [doi]

Big data fusion with knowledge graph: a comprehensive overviewJia Liu 0033, Ruotian Lan, Yajun Du, Xipeng Yuan, Huan Xu, Tianrui Li 0001, Wei Huang 0037, Pengfei Zhang. apin, 55(7):672, May 2025. [doi]

FedMDKGE: Multi-granularity Dynamic Knowledge Graph Embedding in Federated LearningWei Huang 0037, Junling Chen, Dexian Wang 0001, Pengfei Zhang, Jia Liu 0033, Tianrui Li 0001. ijcisys, 18(1):131, December 2025. [doi]

A dual-branch federated graph learning model with global graph structure informationWei Huang 0037, Chao Zhu, Yanyong Huang, Jia Liu 0033, Tianrui Li 0001. kbs, 328:114254, 2025. [doi]

A Federated Framework for Air Quality Prediction With Predefined Graph and Adaptive GraphWei Huang 0037, Feng Wang, Junling Chen, Jia Liu 0033, Zhiquan Liu, Tianrui Li 0001. iotj, 12(14):27606-27617, July 2025. [doi]

Non-collective Calibrating Strategy for Time Series ForecastingBin Wang 0045, Yongqi Han 0005, Minbo Ma, Tianrui Li 0001, Junbo Zhang, Feng Hong 0001, Yanwei Yu. IJCAI 2025: 3335-3343 [doi]

Encoding global semantic and localized geographic spatial-temporal relations for traffic accident risk predictionFares Alhaek, Tianrui Li 0001, Taha M. Rajeh, Muhammad Hafeez Javed, Weichao Liang. isci, 697:121767, 2025. [doi]

Multi-view clustering via double spaces structure learning and adaptive multiple projection regression learningRonggang Cai, Hongmei Chen 0001, Yong Mi, Tianrui Li 0001, Chuan Luo 0001, Shi-Jinn Horng. isci, 688:121396, 2025. [doi]

Feature selection for label distribution learning based on neighborhood fuzzy rough setsZhixuan Deng, Tianrui Li 0001, Pengfei Zhang, Keyu Liu, Zhong Yuan, Dayong Deng. asc, 169:112542, 2025. [doi]

Outlier detection based on multiple information extractionDayong Deng, Tong Chen, Zhixuan Deng, Tianrui Li 0001, Pengfei Zhang. isci, 718:122394, 2025. [doi]

Feature selection based on fuzzy joint entropy and feature interaction for label distribution learningDayong Deng, Jie Xu, Zhixuan Deng, Jihong Wan, Deyou Xia, Zhenxin Cao, Tianrui Li 0001. ipm, 62(6):104234, 2025. [doi]

One-pass multi-view clustering based on adaptive multiple projection regression and graph learningYongxin Duan, Hongmei Chen 0001, Biao Xiang, Zhong Yuan, Shi-Jinn Horng, Tianrui Li 0001. eswa, 294:128757, 2025. [doi]

PDSAM: Prompt-Driven SAM for Track Defect DetectionYu Fang, Pan Tao, Tianrui Li 0001, Fan Min 0001. tim, 74:1-17, 2025. [doi]

AGCI2L: Adversarial Graph Contrastive Information Invariant LearningZhicheng Gao, Zhipeng Luo, Hongjun Wang 0002, Tianrui Li 0001. kbs, 320:113571, 2025. [doi]

Non-convex regularized robust multimodal feature selection via self-representation learning for Alzheimer's disease diagnosisXi Guo, Hongmei Chen 0001, Biao Xiang, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. eaai, 162:112770, 2025. [doi]

RP-KGC: A Knowledge Graph Completion Model Integrating Rule-Based Knowledge for Pretraining and InferenceWenying Guo, Shengdong Du, Jie Hu 0007, Fei Teng 0001, Yan Yang 0001, Tianrui Li 0001. bigdatama, 8(1):18-30, 2025. [doi]

MT-ConvFormer: A Multitask Bearing Fault Diagnosis Method Using a Combination of CNN and TransformerYufei Han, Fan Zhang 0108, Zhaoqi Li, Qichen Wang, Chaofan Li, Pei Lai, Tianrui Li 0001, Fei Teng 0001, Zhenzhen Jin. tim, 74:1-16, 2025. [doi]

Adversarial Transfer Learning-Based Hybrid Recurrent Network for Air Quality PredictionYanqi Hao, Chuan Luo 0001, Tianrui Li 0001, Junbo Zhang, Hongmei Chen 0001. ijis, 2025(1), 2025. [doi]

Integrating a simplified formula graph representation into a graph neural network model for premise selectionXingxing He, Zhongxu Zhao, Yongqi Lan, Yingfang Li, Li Zou, Jun Liu 0001, Luis Martínez 0001, Tianrui Li 0001. asc, 180:113318, 2025. [doi]

TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View ImputationYanyong Huang, Minghui Lu, Wei Huang 0037, Xiuwen Yi, Tianrui Li 0001. AAAI 2025: 17503-17510 [doi]

Unlocking the power of knowledge for few-shot fault diagnosis: A review from a knowledge perspectivePei Lai, Fan Zhang 0108, Tianrui Li 0001, Jin Guo, Fei Teng 0001. isci, 706:121996, 2025. [doi]

MolRWKV: Conditional Molecular Generation Model Using Local Enhancement and Graph EnhancementXihan Li, Kuanping Gong, Yongquan Jiang, Yan Yang 0001, Tianrui Li 0001. jcc, 46(10), April 2025. [doi]

Cross-lingual sentiment analysis empowered by emotional mutual reinforcement through emojisEnping Li, Tianrui Li 0001, Tao Liang, Azhen Kang, Kexun Chen, Haonan Luo. mlc, 16(9):6031-6045, September 2025. [doi]

Acoustic Fault Diagnosis Method for Rotating Machinery Based on Collaborative Perception Information Aggregation Guidance NetworkChaofan Li, Fan Zhang 0108, Qichen Wang 0008, Yufei Han, Tianrui Li 0001, Fei Teng 0001, Cai Yi, Yongmeng Wu. ijcisys, 18(1):150, December 2025. [doi]

An incomplete multiview clustering approach considering missing data recovery based on consistencyZhuowen Li, Hongmei Chen 0001, Biao Xiang, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. NN, 191:107836, 2025. [doi]

Distributed multi-objective genetic model for parallel co-clustering ensembleXu Li, Yuxin Zhong, Hongjun Wang 0002, Tianrui Li 0001. asc, 181:113437, 2025. [doi]

Adaptive Multi-Scale Language Reinforcement for Multimodal Named Entity RecognitionEnping Li, Tianrui Li 0001, Huaishao Luo, Jielei Chu, Lixin Duan, Fengmao Lv. tmm, 27:5312-5323, 2025. [doi]

Long-Range Multi-Scale Fusion for Efficient Single Image Super-ResolutionYaohua Li, Xiaole Zhao, Xiaobo Zhang, Yan Yang 0001, Tianrui Li 0001. icassp 2025: 1-5 [doi]

Fight fire with fire: A heterogeneous graph neural network fairness framework based on heterogeneous neutralization information pre-propagationSiyu Li, Jin Yang, Yong Hu, Tianrui Li 0001. kbs, 330:114591, 2025. [doi]

Multi-Level Transfer Learning for irregular clinical time series predictionXingwang Li, Fei Teng 0001, Minbo Ma, Zhen Qin, Jinhong Guo, Ji Xu 0001, Tianrui Li 0001. kbs, 324:113825, 2025. [doi]

Neighbor self-embedding graph model for clustering ensembleSiyang Li, Peng Zhao, Hongjun Wang, Huan Wang, Tianrui Li 0001. asc, 171:112844, 2025. [doi]

Enhancing Sampling Protocol for Point Cloud Classification Against CorruptionsChongshou Li, Pin Tang, Tianrui Li 0001, Yuheng Liu, Xinke Li. IJCAI 2025: 421-429 [doi]

Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision BoundaryYanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang 0012, Guo-Yin Wang 0001, Tianrui Li 0001. AAAI 2025: 24512-24520 [doi]

Fusion-enhanced multi-label feature selection with sparse supplementationYonghao Li, Xiangkun Wang, Xin Yang 0012, Wanfu Gao, Weiping Ding 0001, Tianrui Li 0001. inffus, 117:102813, 2025. [doi]

Role-Specific Reward Design with Large Language Model for StarCraft IISijia Li, Haonan Lou, Xu Zhang, Xin Zeng, Zhixuan Shen, Tianrui Li 0001. icassp 2025: 1-5 [doi]

A general adaptive unsupervised feature selection with auto-weightingHuming Liao, Hongmei Chen 0001, Tengyu Yin, Zhong Yuan, Shi-Jinn Horng, Tianrui Li 0001. NN, 181:106840, 2025. [doi]

Adaptive structure learning for semi-supervised feature selection with binary single-label learningHuming Liao, Hongmei Chen 0001, Tengyu Yin, Zhong Yuan, Shi-Jinn Horng, Tianrui Li 0001. isci, 720:122498, 2025. [doi]

Star: semi-supervised tripartite attribute reductionKeyu Liu, Damo Qian, Tianrui Li 0001, Xibei Yang, Tengyu Yin, Xin Yang 0012, Dun Liu. mlc, 16(7):4063-4076, August 2025. [doi]

Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement LearningJia Liu, Donghai Zhai, Wei Huang 0037, Shenggong Ji, Junbo Zhang, Tianrui Li 0001. tnn, 36(2):2196-2205, February 2025. [doi]

MSTI-Plus: Introducing Non-Sarcasm Reference Materials to Enhance Multimodal Sarcasm Target IdentificationFengmao Lv, Mengting Xiong, Junlin Fang, Lingli Zhang, Tianze Luo, Weichao Liang, Tianrui Li 0001. WWW 2025: 614-624 [doi]

Nonnegative graph embedding induced unsupervised feature selectionYong Mi, Hongmei Chen 0001, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. eswa, 282:127664, 2025. [doi]

Enhancing few-sample spatio-temporal prediction via relational fusion-based hypergraph neural networkXiaocao Ouyang, Yanhua Li, Dongyu Guo, Wei Huang 0037, Xin Yang 0012, Yan Yang 0001, Junbo Zhang, Tianrui Li 0001. inffus, 121:103149, 2025. [doi]

Learning dynamic and multi-scale graph structure for traffic demand predictionLilan Peng, Chongshou Li, Wuyang Zhang, Weijie Yu, Tianrui Li 0001. mlc, 16(5):3177-3191, June 2025. [doi]

Multidimensional Scaling Orienting Discriminative Co-Representation LearningZhang Qin, Yinghui Zhang 0005, Hongjun Wang 0002, Zhipeng Luo, Chongshou Li, Tianrui Li 0001. thms, 55(1):71-82, February 2025. [doi]

Graph diffusion with dual-distance metrics for missing multi-label feature selectionZhi Qin, Hongmei Chen 0001, Tengyu Yin, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. eswa, 271:126662, 2025. [doi]

Time-aware bike flow prediction framework with dynamic edge fusion and memory integrationTaha M. Rajeh, Tianrui Li 0001, Zhpeng Luo, Muhammad Hafeez Javed, Fares Alhaek. kbs, 322:113693, 2025. [doi]

VCOS: Multi-scale information fusion to feature selection using fuzzy rough combination entropyBinbin Sang, Lei Yang, Wei-Hua Xu 0003, Hongmei Chen 0001, Tianrui Li 0001, Wentao Li 0004. inffus, 117:102901, 2025. [doi]

Robust Attribute Reduction Exploring Class-Separability and Attribute-Correlation for Ordered Decision SystemsBinbin Sang, Lei Yang, Hongmei Chen 0001, Tianrui Li 0001, Weihua Xu 0003. tsmc, 55(6):3941-3953, June 2025. [doi]

Enhancing Multi-Robot Semantic Navigation Through Multimodal Chain-of-Thought Score CollaborationZhixuan Shen, Haonan Luo, Kexun Chen, Fengmao Lv, Tianrui Li 0001. AAAI 2025: 14664-14672 [doi]

A Knowledge-Guided Pre-Training Temporal Data Analysis Foundation Model for Urban ComputingHaochen Shi, Shengdong Du, Yan Yang 0001, Junbo Zhang 0004, Tianrui Li 0001, Yu Zheng 0004. tkde, 37(11):6259-6271, November 2025. [doi]

A pre-trained data deduplication model based on active learningHaochen Shi, Xinyao Liu, Fengmao Lv, Hongtao Xue, Jie Hu 0007, Shengdong Du, Tianrui Li 0001. eswa, 292:128628, 2025. [doi]

Joint discriminant projection with cosine weighted dynamic graph regularization for feature extractionWeijia Tang, Hongmei Chen 0001, Tengyu Yin, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. isci, 705:121987, 2025. [doi]

FFS-MCC: Fusing approximation and fuzzy uncertainty measures for feature selection with multi-correlation collaborationJihong Wan, Xiaoping Li 0001, Pengfei Zhang, Hongmei Chen 0001, Xiaocao Ouyang, Tianrui Li 0001, Kay Chen Tan. inffus, 120:103101, 2025. [doi]

Weakly-supervised locally linear embedding model for discriminant feature learningLuqing Wang, Chengsu Wang, Hongjun Wang 0002, Chongshou Li, Jie Hu 0007, Tianrui Li 0001. kbs, 325:113966, 2025. [doi]

Fuzzy-Rough Bireducts With Supervised Multiscale GranulationZhihong Wang, Hongmei Chen 0001, Huming Liao, Tengyu Yin, Biao Xiang, Shi-Jinn Horng, Tianrui Li 0001. tfs, 33(4):1253-1264, April 2025. [doi]

Pre-training Enhanced Transformer for multivariate time series anomaly detectionChao Wang, Haochen Shi, Jie Hu 0007, Xin Yang 0012, Junbo Zhang, Shengdong Du, Tianrui Li 0001. inffus, 121:103171, 2025. [doi]

Joint subspace learning and subspace clustering based unsupervised feature selectionZijian Xiao, Hongmei Chen 0001, Yong Mi, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. ijon, 635:129885, 2025. [doi]

MAT: Multi-Range Attention Transformer for Efficient Image Super-ResolutionChengxing Xie, Xiaoming Zhang 0008, Linze Li 0001, Yuqian Fu, Biao Gong, Tianrui Li 0001, Kai Zhang. tcsv, 35(9):8945-8957, September 2025. [doi]

Modeling Temporal Dependencies Within the Target for Long-Term Time Series ForecastingQi Xiong, Kai Tang, Minbo Ma, Ji Zhang 0012, Jie Xu 0007, Tianrui Li 0001. tkde, 37(12):7300-7314, December 2025. [doi]

Consistency and inconsistency guided multi-view subspace clustering based on low-rank tensor and comprehensive similarityYutong Yan, Hongmei Chen 0001, Tengyu Yin, Yong Mi, Shi-Jinn Horng, Tianrui Li 0001. kbs, 318:113523, 2025. [doi]

Adaptive feature selection with weighted fuzzy rough sets for noisy dataXiaoling Yang, Hongmei Chen 0001, Tianrui Li 0001, Shan Feng, Jihong Wan, Yiyu Yao. fss, 518:109499, 2025. [doi]

IDSA: Integer-domain sparse adversarial attackJie Yang, Zitian Li, Hongjun Wang 0002, Tianrui Li 0001. sivp, 19(8):659, August 2025. [doi]

Heterogeneous business network based interpretable competitive firm identification: a graph neural network methodXiaoqing Ye, Dun Liu, Tianrui Li 0001, Wenjie Li. anor, 347(2):1133-1161, April 2025. [doi]

Leveraging Fuzzy Manifold Intra-Class Correlation and Inter-Class Separability for Online Multilabel Streaming Features AnalysisTengyu Yin, Hongmei Chen 0001, Jihong Wan, Keyu Liu, Zhong Yuan, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. tmm, 27:6933-6948, 2025. [doi]

Adaptive federated class-Incremental learning for reducing catastrophic forgettingZhiyan You, Jielei Chu, Zhaoyu Li, Bin Liu, Tianrui Li 0001. eswa, 291:128442, 2025. [doi]

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail AnchorHao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li 0001, Lixin Fan, Qiang Yang 0001. cvpr 2025: 4874-4883 [doi]

KLFormer: Karhunen-Loève Transform for Robust 3D Human Pose EstimationXin Zeng, Haonan Luo, Zihang Wang, Sijia Li, Leyu Zhang, Tianrui Li 0001. icassp 2025: 1-5 [doi]

MoPE: Mixture of Policy Experts and Verification with Multimodal Information for Instance ImageGoal NavigationYijie Zeng, Xinyi Chen, Kexun Chen, Zhixuan Shen, Haonan Luo, Tianrui Li 0001. icmcs 2025: 1-6 [doi]

Information fusion and feature selection for multi-source data utilizing Dempster-Shafer evidence theory and K-nearest neighborsPengfei Zhang, Qinli Zhang, Jingxin Liu, Dexian Wang 0001, Hua Ye, Xiabing Zhang, Tianrui Li 0001. isci, 718:122408, 2025. [doi]

Information fusion for large-scale multi-source data based on the Dempster-Shafer evidence theoryQinli Zhang, Pengfei Zhang, Tianrui Li 0001. inffus, 115:102754, 2025. [doi]

ODMGIS: An Outlier Detection Method Based on Multigranularity Information SetsPengfei Zhang, Zhaoxuan He, Dexian Wang 0001, Tao Jiang 0014, Baolin Li, Jia Liu 0033, Wei Huang 0037, Tianrui Li 0001. tfs, 33(7):2050-2061, July 2025. [doi]

I2QD: Unsupervised feature selection via information quality, quantity, and difference degreePengfei Zhang, Yuxin Zhao, Lvhui Hu, Dexian Wang 0001, Lilan Peng, Zhong Li 0001, Herwig Unger, Tianrui Li 0001. ipm, 62(5):104173, 2025. [doi]

FedLGMatch: Federated semi-supervised learning via joint local and global pseudo labelingQing Zhao, Jielei Chu, Zhaoyu Li, Wei Huang 0037, Zhipeng Luo, Tianrui Li 0001. kbs, 320:113642, 2025. [doi]

Accelerating Federated Learning with genetic algorithm enhancementsHuanqing Zheng, Jielei Chu, Zhaoyu Li, Jinghao Ji, Tianrui Li 0001. eswa, 281:127636, 2025. [doi]

Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlookXingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li 0008, Tianrui Li 0001, Yu Zheng, Yuxuan Liang. inffus, 113:102606, 2025. [doi]

2024

Open Continual Feature Selection via Granular-Ball Knowledge TransferXuemei Cao 0001, Xin Yang 0012, Shuyin Xia, Guoyin Wang 0001, Tianrui Li 0001. tkde, 36(12):8967-8980, December 2024. [doi]

A Survey of Co-ClusteringHongjun Wang 0002, Yi Song, Wei Chen 0141, Zhipeng Luo, Chongshou Li, Tianrui Li 0001. tkdd, 18(9), November 2024. [doi]

T-Distributed Stochastic Neighbor Embedding for Co-Representation LearningWei Chen 0141, Hongjun Wang 0002, Yinghui Zhang 0005, Ping Deng, Zhipeng Luo, Tianrui Li 0001. tist, 15(2), April 2024. [doi]

Feature-guided multi-view clustering by jointing local subspace label learning and global label learningRonggang Cai, Hongmei Chen 0001, Yong Mi, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. eswa, 252:124191, 2024. [doi]

Multi-view clustering via pseudo-label guide learning and latent graph structure recoveryRonggang Cai, Hongmei Chen 0001, Yong Mi, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. PR, 151:110420, 2024. [doi]

Graph Deep Active Learning Framework for Data DeduplicationHuan Cao, Shengdong Du, Jie Hu 0007, Yan Yang 0001, Shi-Jinn Horng, Tianrui Li 0001. bigdatama, 7(3):753-764, 2024. [doi]

An effective relation-first detection model for relational triple extractionJuan Chen, Jie Hu 0007, Tianrui Li 0001, Fei Teng 0001, Shengdong Du. eswa, 238(Part B):122007, March 2024. [doi]

Unsupervised feature selection with high-order similarity learningYong Mi, Hongmei Chen 0001, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. kbs, 285:111317, 2024. [doi]

Multi-label Feature selection with adaptive graph learning and label information enhancementZhi Qin, Hongmei Chen 0001, Yong Mi, Chuan Luo 0001, Shi-Jinn Horng, Tianrui Li 0001. kbs, 285:111363, 2024. [doi]

Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergenceXinlei Wang, Jielei Chu, Hua Yu, Zhiguo Gong, Tianrui Li 0001. kbs, 299:112121, 2024. [doi]

Unsupervised feature selection based on bipartite graph and low-redundant regularizationLongyan Xiang, Hongmei Chen 0001, Tengyu Yin, Shi-Jinn Horng, Tianrui Li 0001. kbs, 302:112379, 2024. [doi]

Feature selection for multilabel classification with missing labels via multi-scale fusion fuzzy uncertainty measuresTengyu Yin, Hongmei Chen 0001, Zhihong Wang, Keyu Liu, Zhong Yuan, Shi-Jinn Horng, Tianrui Li 0001. PR, 154:110580, 2024. [doi]

Heterogeneous Feature Selection Based on Neighborhood Combination EntropyPengfei Zhang, Tianrui Li 0001, Zhong Yuan, Chuan Luo, Keyu Liu, Xiaoling Yang. tnn, 35(3):3514-3527, March 2024. [doi]

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