Tianrui Li

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 473

Top Venues

Publications

Jie Hu, Hongqun Yang, Fei Teng, Shengdong Du, Tianrui Li
A knowledge graph completion model based on triple level interaction and contrastive learning. Pattern Recognit. 156 (2024)
Yongyi Su, Xun Xu, Tianrui Li, Kui Jia
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Yong Mi, Hongmei Chen, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Fast Multi-view Subspace Clustering with Balance Anchors Guidance. Pattern Recognit. 145 (2024)
Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li
Learning to Prompt Knowledge Transfer for Open-World Continual Learning. AAAI (2024)
Zhixuan Deng, Tianrui Li, Keyu Liu, Pengfei Zhang, Dayong Deng
Feature selection based on probability and mathematical expectation. Int. J. Mach. Learn. Cybern. 15 (2) (2024)
Jia Liu, Nijing Yang, Yan-Li Lee, Wei Huang, Yajun Du, Tianrui Li, Pengfei Zhang
FedDAF: Federated deep attention fusion for dangerous driving behavior detection. Inf. Fusion 112 (2024)
Shiming Zhang, Zhipeng Luo, Li Yang, Fei Teng, Tianrui Li
A survey of route recommendations: Methods, applications, and opportunities. Inf. Fusion 108 (2024)
Wei Huang, Dexian Wang, Xiaocao Ouyang, Jihong Wan, Jia Liu, Tianrui Li
Multimodal federated learning: Concept, methods, applications and future directions. Inf. Fusion 112 (2024)
Wei Chen, Hongjun Wang, Yinghui Zhang, Ping Deng, Zhipeng Luo, Tianrui Li
T-Distributed Stochastic Neighbor Embedding for Co-Representation Learning. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Yanyong Huang, Li Yang, Dongjie Wang, Ke Li, Xiuwen Yi, Fengmao Lv, Tianrui Li
Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection. CoRR (2024)
Haonan Luo, Ziyu Guo, Zhenyu Wu, Fei Teng, Tianrui Li
Transformer-based vision-language alignment for robot navigation and question answering. Inf. Fusion 108 (2024)
Duanzhang Li, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Dual space-based fuzzy graphs and orthogonal basis clustering for unsupervised feature selection. Pattern Recognit. 155 (2024)
Qi Xiong, Kai Tang, Minbo Ma, Jie Xu, Tianrui Li
TDT Loss Takes It All: Integrating Temporal Dependencies among Targets into Non-Autoregressive Time Series Forecasting. CoRR (2024)
Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li
Personalized Federated Continual Learning via Multi-granularity Prompt. CoRR (2024)
Jie Hu, Chenghao Yang, Kai Huang, Hongjun Wang, Bo Peng, Tianrui Li
Information bottleneck fusion for deep multi-view clustering. Knowl. Based Syst. 289 (2024)
Xiaoling Yang, Hongmei Chen, Tianrui Li, Yiyu Yao
Geodesic Fuzzy Rough Sets for Discriminant Feature Extraction. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Bin Wang, Junrui Shi, Binyu Tan, Minbo Ma, Feng Hong, Yanwei Yu, Tianrui Li
DeepWind: a heterogeneous spatio-temporal model for wind forecasting. Knowl. Based Syst. 286 (2024)
Zhixuan Shen, Haonan Luo, Sijia Li, Tianrui Li
Adversarial Training with OCR Modality Perturbation for Scene-Text Visual Question Answering. CoRR (2024)
Huajun He, Zihang Xu, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng
TMan: A High-Performance Trajectory Data Management System Based on Key-Value Stores. ICDE (2024)
Zhikan Wang, Zhongyao Cheng, Jiajie Xiong, Xun Xu, Tianrui Li, Bharadwaj Veeravalli, Xulei Yang
A Timely Survey on Vision Transformer for Deepfake Detection. CoRR (2024)
Yuqian Gui, Dawei Zhan, Tianrui Li
Taking another step: A simple approach to high-dimensional Bayesian optimization. Inf. Sci. 679 (2024)
Huming Liao, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Sparse orthogonal supervised feature selection with global redundancy minimization, label scaling, and robustness. Inf. Sci. 666 (2024)
Fei Teng, Quanmei Zhang, Xiaomin Zhou, Jie Hu, Tianrui Li
Few-shot ICD coding with knowledge transfer and evidence representation. Expert Syst. Appl. 238 (Part D) (2024)
Min Li, Guoyin Wang, Zeng Yu, Hongjun Wang, Jihong Wan, Tianrui Li
Gaussian mixture model with local consistency: a hierarchical minimum message length-based approach. Int. J. Mach. Learn. Cybern. 15 (2) (2024)
Jie Hu, Yinglian Zhu, Fei Teng, Tianrui Li
Temporal knowledge graph reasoning based on relation graphs and time-guided attention mechanism. Knowl. Based Syst. 301 (2024)
Shiming Zhang, Zhipeng Luo, Li Yang, Fei Teng, Tianrui Li
A Survey of Route Recommendations: Methods, Applications, and Opportunities. CoRR (2024)
Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tianrui Li
Learning Time-Aware Graph Structures for Spatially Correlated Time Series Forecasting. ICDE (2024)
Yong Yang, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Sparse low-redundancy multilabel feature selection based on dynamic local structure preservation and triple graphs exploration. Expert Syst. Appl. 242 (2024)
Yufei Mu, Jin Yang, Tianrui Li, Siyu Li, Weiheng Liang
HA-GCEN: Hyperedge-abundant graph convolutional enhanced network for hate speech detection. Knowl. Based Syst. 300 (2024)
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Keyu Liu, Xiaoling Yang
Heterogeneous Feature Selection Based on Neighborhood Combination Entropy. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jie Wang, Yan Yang, Keyu Liu, Zhuyang Xie, Fan Zhang, Tianrui Li
CiteNet: Cross-modal incongruity perception network for multimodal sentiment prediction. Knowl. Based Syst. 295 (2024)
Xiaoqing Ye, Yang Sun, Dun Liu, Tianrui Li
A Multisource Data Fusion-based Heterogeneous Graph Attention Network for Competitor Prediction. ACM Trans. Knowl. Discov. Data 18 (2) (2024)
Huming Liao, Hongmei Chen, Tengyu Yin, Shi-Jinn Horng, Tianrui Li
Adaptive orthogonal semi-supervised feature selection with reliable label matrix learning. Inf. Process. Manag. 61 (4) (2024)
Shuai Guo, Jielei Chu, Lei Zhu, Zhaoyu Li, Tianrui Li
Dynamic Backtracking in GFlowNets: Enhancing Decision Steps with Reward-Dependent Adjustment Mechanisms. CoRR (2024)
Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li
Personalized Federated Continual Learning via Multi-Granularity Prompt. KDD (2024)
Rasha Al-Huthaifi, Tianrui Li, Zaid Al-Huda, Wei Huang, Zhipeng Luo, Peng Xie
FedGODE: Secure traffic flow prediction based on federated learning and graph ordinary differential equation networks. Knowl. Based Syst. 299 (2024)
Yuyan Wang, Jie Hu, Fei Teng, Lilan Peng, Shengdong Du, Tianrui Li
KaTaGCN: Knowledge-Augmented and Time-Aware Graph Convolutional Network for efficient traffic forecasting. Inf. Fusion 111 (2024)
Zhi Qin, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Adaptive label secondary reconstruction for missing multi-label learning. Knowl. Based Syst. 299 (2024)
Yu Luo, Hongmei Chen, Tengyu Yin, Shi-Jinn Horng, Tianrui Li
Dual hypergraphs with feature weighted and latent space learning for the diagnosis of Alzheimer's disease. Inf. Fusion 112 (2024)
Zelong Wang, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Joint subspace reconstruction and label correlation for multi-label feature selection. Appl. Intell. 54 (1) (2024)
Pengfei Zhang, Dexian Wang, Zheng Yu, Yujie Zhang, Tao Jiang, Tianrui Li
A multi-scale information fusion-based multiple correlations for unsupervised attribute selection. Inf. Fusion 106 (2024)
Rasha Al-Huthaifi, Tianrui Li, Zaid Al-Huda, Chongshou Li
FedAGAT: Real-time traffic flow prediction based on federated community and adaptive graph attention network. Inf. Sci. 667 (2024)
Yanyong Huang, Zongxin Shen, Tianrui Li, Fengmao Lv
Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data. CoRR (2024)
Haiqing Zhang, Xi Yu, Tianrui Li, Daiwei Li, Dan Tang, Lei He
Noise-aware and correlation analysis-based for fuzzy-rough feature selection. Inf. Sci. 659 (2024)
Ronggang Cai, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Multi-view clustering via pseudo-label guide learning and latent graph structure recovery. Pattern Recognit. 151 (2024)
Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng
Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. KDD (2024)
Anhao Zhao, Tianrui Li, Liangcai Lin
A Dynamic Multi-modal deep Reinforcement Learning framework for 3D Bin Packing Problem. Knowl. Based Syst. 299 (2024)
Li Huang, Pei Li, Qiang Gao, Guisong Liu, Zhipeng Luo, Tianrui Li
Diffusion probabilistic model for bike-sharing demand recovery with factual knowledge fusion. Neural Networks 179 (2024)
Muhammad Hafeez Javed, Zeng Yu, Taha M. Rajeh, Fahad Rafique, Tianrui Li
Clustering-based multi-featured self-supervised learning for human activities and video retrieval. Appl. Intell. 54 (8) (2024)
Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li
Open Continual Feature Selection via Granular-Ball Knowledge Transfer. CoRR (2024)
Tengyu Yin, Hongmei Chen, Zhihong Wang, Keyu Liu, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
Feature selection for multilabel classification with missing labels via multi-scale fusion fuzzy uncertainty measures. Pattern Recognit. 154 (2024)
Ronggang Cai, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Feature-guided multi-view clustering by jointing local subspace label learning and global label learning. Expert Syst. Appl. 252 (2024)
Shengdong Du, Tao Yang, Fei Teng, Junbo Zhang, Tianrui Li, Yu Zheng
Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting. Knowl. Based Syst. 294 (2024)
Chengxing Xie, Xiaoming Zhang, Linze Li, Haiteng Meng, Tianlin Zhang, Tianrui Li, Xiaole Zhao
Large Kernel Distillation Network for Efficient Single Image Super-Resolution. CoRR (2024)
Duanzhang Li, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Unsupervised feature selection via dual space-based low redundancy scores and extended OLSDA. Inf. Sci. 662 (2024)
Chaofan Pan, Xin Yang, Hao Wang, Wei Wei, Tianrui Li
Hi-Core: Hierarchical Knowledge Transfer for Continual Reinforcement Learning. CoRR (2024)
Xunjin Wu, Jianming Zhan, Tianrui Li, Weiping Ding, Witold Pedrycz
MBSSA-Bi-AESN: Classification prediction of bi-directional adaptive echo state network based on modified binary salp swarm algorithm and feature selection. Appl. Intell. 54 (2) (2024)
Li Yang, Zhipeng Luo, Shiming Zhang, Fei Teng, Tianrui Li
Continual Learning for Smart City: A Survey. CoRR (2024)
Dawei Zhan, Jintao Wu, Huanlai Xing, Tianrui Li
A cooperative approach to efficient global optimization. J. Glob. Optim. 88 (2) (2024)
Jie Wang, Yan Yang, Yongquan Jiang, Minbo Ma, Zhuyang Xie, Tianrui Li
Cross-modal incongruity aligning and collaborating for multi-modal sarcasm detection. Inf. Fusion 103 (2024)
Zhi Qin, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Multi-label Feature selection with adaptive graph learning and label information enhancement. Knowl. Based Syst. 285 (2024)
Xinlei Wang, Jielei Chu, Hua Yu, Zhiguo Gong, Tianrui Li
Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergence. Knowl. Based Syst. 299 (2024)
Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook. CoRR (2024)
Xin Gao, Xin Yang, Hao Yu, Yan Kang, Tianrui Li
FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer. CoRR (2024)
Juan Chen, Jie Hu, Tianrui Li, Fei Teng, Shengdong Du
An effective relation-first detection model for relational triple extraction. Expert Syst. Appl. 238 (Part B) (2024)
Zhixuan Deng, Tianrui Li, Dayong Deng, Keyu Liu, Zhipeng Luo, Pengfei Zhang
Feature Selection for Handling Label Ambiguity Using Weighted Label-Fuzzy Relevancy and Redundancy. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Ji Huang, Tianrui Li
Small Object Detection by DETR via Information Augmentation and Adaptive Feature Fusion. MVRMLM@ICMR (2024)
Fares Alhaek, Weichao Liang, Taha M. Rajeh, Muhammad Hafeez Javed, Tianrui Li
Learning spatial patterns and temporal dependencies for traffic accident severity prediction: A deep learning approach. Knowl. Based Syst. 286 (2024)
Tengyu Yin, Hongmei Chen, Jihong Wan, Pengfei Zhang, Shi-Jinn Horng, Tianrui Li
Exploiting feature multi-correlations for multilabel feature selection in robust multi-neighborhood fuzzy β covering space. Inf. Fusion 104 (2024)
Tengyu Yin, Hongmei Chen, Zhong Yuan, Binbin Sang, Shi-Jinn Horng, Tianrui Li, Chuan Luo
LEFMIFS: Label enhancement and fuzzy mutual information for robust multilabel feature selection. Eng. Appl. Artif. Intell. 133 (2024)
Yong Mi, Hongmei Chen, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Unsupervised feature selection with high-order similarity learning. Knowl. Based Syst. 285 (2024)
Jie Hu, Zhanao Hu, Tianrui Li, Shengdong Du
A contrastive learning based universal representation for time series forecasting. Inf. Sci. 635 (2023)
Xiaoling Yang, Hongmei Chen, Hao Wang, Tianrui Li, Zeng Yu, Zhihong Wang, Chuan Luo
Feature Selection With Local Density-Based Fuzzy Rough Set Model for Noisy Data. IEEE Trans. Fuzzy Syst. 31 (5) (2023)
Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li
Granular-Ball Three-Way Decision. IJCRS (2023)
Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Bo Xiong, Hongmei Chen, Tianrui Li, Xiaoling Yang
Robust multi-view clustering in latent low-rank space with discrepancy induction. Appl. Intell. 53 (20) (2023)
Jielei Chu, Jing Liu, Hongjun Wang, Hua Meng, Zhiguo Gong, Tianrui Li
Micro-Supervised Disturbance Learning: A Perspective of Representation Probability Distribution. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Pengfei Zhang, Tianrui Li, Zhong Yuan, Zhixuan Deng, Guoqiang Wang, Dexian Wang, Fan Zhang
A Possibilistic Information Fusion-Based Unsupervised Feature Selection Method Using Information Quality Measures. IEEE Trans. Fuzzy Syst. 31 (9) (2023)
Taha M. Rajeh, Tianrui Li, Chongshou Li, Muhammad Hafeez Javed, Zhipeng Luo, Fares Alhaek
Modeling multi-regional temporal correlation with gated recurrent unit and multiple linear regression for urban traffic flow prediction. Knowl. Based Syst. 262 (2023)
Dongxue Xia, Yan Yang, Shuhong Yang, Tianrui Li
Incomplete multi-view clustering via kernelized graph learning. Inf. Sci. 625 (2023)
Jun He, Hongmei Chen, Tianrui Li, Jihong Wan
Multi-view latent structure learning with rank recovery. Appl. Intell. 53 (10) (2023)
Xiaoming Zhang, Tianrui Li, Xiaole Zhao
Boosting Single Image Super-Resolution via Partial Channel Shifting. ICCV (2023)
Wei Huang, Jia Liu, Tianrui Li, Tianqiang Huang, Shenggong Ji, Jihong Wan
FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Thi-Van Nguyen, Shi-Jinn Horng, Dinh-Trung Vu, Hongmei Chen, Tianrui Li
LAWNet: A Lightweight Attention-Based Deep Learning Model for Wrist Vein Verification in Smartphones Using RGB Images. IEEE Trans. Instrum. Meas. 72 (2023)
Wei Chen, Hongjun Wang, Zhiguo Long, Tianrui Li
Fast Flexible Bipartite Graph Model for Co-Clustering. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Zhihong Wang, Hongmei Chen, Zhong Yuan, Tianrui Li
Fuzzy-rough hybrid dimensionality reduction. Fuzzy Sets Syst. 459 (2023)
Xinyao Liu, Shengdong Du, Tianrui Li, Fei Teng, Yan Yang
A missing value filling model based on feature fusion enhanced autoencoder. Appl. Intell. 53 (21) (2023)
Weiyi Li, Hongmei Chen, Tianrui Li, Tengyu Yin, Chuan Luo
Robust unsupervised feature selection via dual space latent representation learning and adaptive structure learning. Int. J. Mach. Learn. Cybern. 14 (9) (2023)
Yunfei Liu, Hongmei Chen, Tianrui Li, Weiyi Li
A robust graph based multi-label feature selection considering feature-label dependency. Appl. Intell. 53 (1) (2023)
Xinyao Liu, Shengdong Du, Fengmao Lv, Hongtao Xue, Jie Hu, Tianrui Li
A Pre-trained Data Deduplication Model based on Active Learning. CoRR (2023)
Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng
Housing rental suggestion based on e-commerce data. Knowl. Based Syst. 268 (2023)
Yuxia Chen, Pengcheng Fang, Jianhui Yu, Xiaoling Zhong, Xiaoming Zhang, Tianrui Li
Hi-ResNet: A High-Resolution Remote Sensing Network for Semantic Segmentation. CoRR (2023)
Muhammad Hafeez Javed, Zeng Yu, Taha M. Rajeh, Fares Alhaek, Tianrui Li
Content-Based Video Clustering Using Hybrid Multi -View Spatio- Temporal Feature Learning. ISKE (2023)
Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li
Learning to Prompt Knowledge Transfer for Open-World Continual Learning. CoRR (2023)
Shunyu Zhang, Yu Zheng, Tianrui Li
Social Relationship Link Inference Based on Graph Convolutional Networks. Hum. Centric Intell. Syst. 3 (1) (2023)
Jihong Wan, Hongmei Chen, Tianrui Li, Min Li, Xiaoling Yang
High-order interaction feature selection for classification learning: A robust knowledge metric perspective. Pattern Recognit. 143 (2023)
Jihong Wan, Hongmei Chen, Tianrui Li, Zhong Yuan, Jia Liu, Wei Huang
Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures. IEEE Trans. Cybern. 53 (2) (2023)
Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng
SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records. KDD (2023)
Yufei Han, Chaofan Li, Tianrui Li, Fan Zhang
A Multi-task Bearing Fault Diagnosis Method Based on Multi-scale Residual CNN with Dual Attention. ISKE (2023)
Yunxiao Shi, Zeng Yu, Tianrui Li, Shengdong Du, Yeyiran Jing
A Parted-based Method for Unsupervised Visible-Infrared Re-identification. ISKE (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tianrui Li