Renchu Guan

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 60

Top Topics

Text Classification

Top Venues

Int. J. Comput. Commun. Control

IEEE Trans. Geosci. Remote. Sens.

Publications

Yonghao Liu, Mengyu Li, Ximing Li, Lan Huang, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng, Renchu Guan
Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training. CoRR (2024)
Yonghao Liu, Mengyu Li, Di Liang, Ximing Li, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference. CoRR (2024)
Chen Yang, Nan Zhang, Renchu Guan, Haishi Zhao
Mapping Cones on Mars in High-Resolution Planetary Images with Deep Learning-Based Instance Segmentation. Remote. Sens. 16 (2) (2024)
Chen Yang, Xinglong Wang, Dandong Zhao, Renchu Guan, Haishi Zhao
Accurate Mapping and Evaluation of Small Impact Craters within the Lunar Landing Area. Remote. Sens. 16 (12) (2024)
Bing Wang, Sheng-Sheng Wang, Changchun Li, Renchu Guan, Ximing Li
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection. CoRR (2024)
Yonghao Liu, Lan Huang, Bowen Cao, Ximing Li, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan
A Simple but Effective Approach for Unsupervised Few-Shot Graph Classification. WWW (2024)
Xiaoran Li, Xiaosong Han, Siqing Wei, Yanchun Liang, Renchu Guan
Acupuncture and tuina knowledge graph with prompt learning. Frontiers Big Data 7 (2024)
Yonghao Liu, Lan Huang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan
Improved Graph Contrastive Learning for Short Text Classification. AAAI (2024)
Xiaosong Han, Mengchen Cao, Dong Xu, Xiaoyue Feng, Yanchun Liang, Xiaoduo Lang, Renchu Guan
SEOE: an option graph based semantically embedding method for prenatal depression detection. Frontiers Comput. Sci. 18 (6) (2024)
Mengyu Li, Yonghao Liu, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan
Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification. CoRR (2024)
Renchu Guan, Mingming Wang, Lorenzo Bruzzone, Haishi Zhao, Chen Yang
Lightweight Attention Network for Very High-Resolution Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Renchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng
Deep Feature-Based Text Clustering and Its Explanation. ICDE (2023)
Yonghao Liu, Di Liang, Mengyu Li, Fausto Giunchiglia, Ximing Li, Sirui Wang, Wei Wu, Lan Huang, Xiaoyue Feng, Renchu Guan
Local and Global: Temporal Question Answering via Information Fusion. IJCAI (2023)
Jinjin Chi, Zhiyao Yang, Ximing Li, Jihong Ouyang, Renchu Guan
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization. AAAI (2023)
Xiaosong Yuan, Renchu Guan, Wanli Zuo, Yijia Zhang
The Causal Strength Bank: A New Benchmark for Causal Strength Classification. PAKDD (1) (2023)
Renchu Guan, Haoyu Pang, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng
Cross-Domain Meta-Learner for Cold-Start Recommendation. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yonghao Liu, Mengyu Li, Ximing Li, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan
Few-shot Node Classification on Attributed Networks with Graph Meta-learning. SIGIR (2022)
Haishi Zhao, Fengfeng Zhou, Lorenzo Bruzzone, Renchu Guan, Chen Yang
Superpixel-Level Global and Local Similarity Graph-Based Clustering for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Renchu Guan, Haoyu Pang, Yanchun Liang, Zhongjun Shao, Xin Gao, Dong Xu, Xiaoyue Feng
Discovering trends and hotspots of biosafety and biosecurity research via machine learning. Briefings Bioinform. 23 (5) (2022)
Renchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng
Deep Feature-Based Text Clustering and its Explanation. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Haoyu Pang, Fausto Giunchiglia, Ximing Li, Renchu Guan, Xiaoyue Feng
PNMTA: A Pretrained Network Modulation and Task Adaptation Approach for User Cold-Start Recommendation. WWW (2022)
Renchu Guan, Haoyu Pang, Fausto Giunchiglia, Ximing Li, Xuefeng Yang, Xiaoyue Feng
Deployable and Continuable Meta-learning-Based Recommender System with Fast User-Incremental Updates. SIGIR (2022)
Renchu Guan, Yonghao Liu, Xiaoyue Feng, Ximing Li
VPALG: Paper-publication Prediction with Graph Neural Networks. CIKM (2021)
Yonghao Liu, Renchu Guan, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng
Deep Attention Diffusion Graph Neural Networks for Text Classification. EMNLP (1) (2021)
Chengyang Zhou, Renchu Guan, Chuntao Zhao, Gonglei Chai, Leigang Wang, Xiaosong Han
A Chinese Medical Question Answering System Based on Knowledge Graph. BigDataSE (2021)
Haishi Zhao, Lorenzo Bruzzone, Renchu Guan, Fengfeng Zhou, Chen Yang
Spectral-Spatial Genetic Algorithm-Based Unsupervised Band Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Lan Huang, Hongrui Guan, Yanchun Liang, Renchu Guan, Xiaoyue Feng
COVID-19 Knowledge Graph for Drug and Vaccine Development. BIBM (2021)
Chuxue Cao, Yiming He, Yuzhen Chen, Chunli Song, Hao Ling, Renchu Guan, Xiaoyue Feng
Medical Scene Graphs and Reasoning. BIBM (2021)
Jingqiao Wu, Xiaoyue Feng, Renchu Guan, Yanchun Liang
Cancer Research Trend Analysis Based on Fusion Feature Representation. Entropy 23 (3) (2021)
Dandong Zhao, Haishi Zhao, Renchu Guan, Chen Yang
Efficient Building Extraction for High Spatial Resolution Images Based on Dual Attention Network. Int. J. Comput. Commun. Control 16 (4) (2021)
Xiaosong Han, Xiaoran Li, Yanchun Liang, Xinghao Wang, Dong Xu, Renchu Guan
Acupuncture and Tuina Knowledge Graph for Ancient Literature of Traditional Chinese Medicine. BIBM (2021)
Hongtao Liu, Yanchun Liang, Liupu Wang, Xiaoyue Feng, Renchu Guan
BioNMT: A Biomedical Neural Machine Translation System. Int. J. Comput. Commun. Control 15 (6) (2020)
Yulei Tan, Laijun Lu, Lorenzo Bruzzone, Renchu Guan, Zhiyong Chang, Chen Yang
Hyperspectral Band Selection for Lithologic Discrimination and Geological Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Pengfei Cao, Zhongyi Yang, Liang Sun, Yanchun Liang, Mary Qu Yang, Renchu Guan
Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory. Neural Process. Lett. 50 (1) (2019)
Sai Biao Jiang, Pak-Kin Wong, Renchu Guan, Yanchun Liang, Jia Li
An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization. IEEE Access 7 (2019)
Benchun Cao, Yanchun Liang, Shinichi Yoshida, Renchu Guan
Facial Expression Decoding based on fMRI Brain Signal. Int. J. Comput. Commun. Control 14 (4) (2019)
Hao Zhang, Renchu Guan, Fengfeng Zhou, Yanchun Liang, Zhi-Hui Zhan, Lan Huang, Xiaoyue Feng
Deep Residual Convolutional Neural Network for Protein-Protein Interaction Extraction. IEEE Access 7 (2019)
Mary Qu Yang, Sherman Morton Weissman, William Yang, Jialing Zhang, Allon Canaan, Renchu Guan
Correction to: MISC: missing imputation for single-cell RNA sequencing data. BMC Syst. Biol. 13 (1) (2019)
Cheng Kong, Shishun Zhao, Xiaohui Weng, Chang Liu, Renchu Guan, Zhiyong Chang
Weighted Summation: Feature Extraction of Farm Pigsty Data for Electronic Nose. IEEE Access 7 (2019)
Xixun Lin, Yanchun Liang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan
Relation path embedding in knowledge graphs. Neural Comput. Appl. 31 (9) (2019)
Renchu Guan, Xu Wang, Maurizio Marchese, Mary Qu Yang, Yanchun Liang, Chen Yang
Feature space learning model. J. Ambient Intell. Humaniz. Comput. 10 (5) (2019)
Donghui Wang, Yanchun Liang, Dong Xu, Xiaoyue Feng, Renchu Guan
A content-based recommender system for computer science publications. Knowl. Based Syst. 157 (2018)
Mary Qu Yang, Sherman Morton Weissman, William Yang, Jialing Zhang, Allon Canaan, Renchu Guan
MISC: missing imputation for single-cell RNA sequencing data. BMC Syst. Biol. 12 (7) (2018)
Chen Yang, Lorenzo Bruzzone, Haishi Zhao, Yulei Tan, Renchu Guan
Superpixel-Based Unsupervised Band Selection for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56 (12) (2018)
Xu Wang, Chen Yang, Renchu Guan
A comparative study for biomedical named entity recognition. Int. J. Mach. Learn. Cybern. 9 (3) (2018)
Xixun Lin, Yanchun Liang, Limin Wang, Xu Wang, Mary Qu Yang, Renchu Guan
A Knowledge Base Completion Model Based on Path Feature Learning. Int. J. Comput. Commun. Control 13 (1) (2018)
Guannan He, Yanchun Liang, Yan Chen, William Yang, Jun S. Liu, Mary Qu Yang, Renchu Guan
A hotspots analysis-relation discovery representation model for revealing diabetes mellitus and obesity. BMC Syst. Biol. 12 (7) (2018)
Mingyang Jiang, Yanchun Liang, Xiaoyue Feng, Xiaojing Fan, Zhili Pei, Yu Xue, Renchu Guan
Text classification based on deep belief network and softmax regression. Neural Comput. Appl. 29 (1) (2018)
Dan Li, William Yang, Yifan Zhang, Jack Y. Yang, Weida Tong, Renchu Guan, Mary Qu Yang
Comprehensive analysis of pulmonary adenocarcinoma in situ (AIS) revealed new insights into lung cancer progression. BIBM (2017)
Guannan He, Yanchun Liang, Yan Chen, William Yang, Jun S. Liu, Mary Qu Yang, Renchu Guan
Relation discovery and hotspots analysis on diabetes mellitus and obesity with representation model. BIBM (2017)
Renchu Guan, Xu Wang, Maurizio Marchese, Yanchun Liang, Chen Yang
A Feature Space Learning Model Based on Semi-Supervised Clustering. CSE/EUC (1) (2017)
Xiaoyue Feng, Yanchun Liang, Xiaohu Shi, Dong Xu, Xu Wang, Renchu Guan
Overfitting Reduction of Text Classification Based on AdaBELM. Entropy 19 (7) (2017)
Chen Yang, Yulei Tan, Lorenzo Bruzzone, Laijun Lu, Renchu Guan
Discriminative Feature Metric Learning in the Affinity Propagation Model for Band Selection in Hyperspectral Images. Remote. Sens. 9 (8) (2017)
William Yang, Sherman Morton Weissman, Renchu Guan, Jialing Zhang, Allon Canaan, Mary Qu Yang
Invited talk: Developing deep multi-source intelligent learning that facilitates the advancement of single cell genomics research. BIBM (2017)
Haishi Zhao, Laijun Lu, Chen Yang, Renchu Guan
Kernel Feature Extraction for Hyperspectral Image Classification Using Chunklet Constraints. Comput. Informatics 36 (1) (2017)
Yifan Zhang, William Yang, Dan Li, Jack Y. Yang, Renchu Guan, Weida Tong, Mary Qu Yang
Toward precision breast cancer survival prediction utilizing combined whole genome-wide expression and somatic mutation analysis. BIBM (2017)
Hao Zhang, Mary Qu Yang, Xiaoyue Feng, William Yang, Weida Tong, Renchu Guan
Protein-Protein Interaction Extraction Using Attention-Based Convolution Neural Networks. BCB (2017)
Xixun Lin, Yanchun Liang, Renchu Guan
Compositional Learning of Relation Paths Embedding for Knowledge Base Completion. CoRR (2016)
Chen Yang, Lorenzo Bruzzone, Haishi Zhao, Yanchun Liang, Renchu Guan
Decorrelation-Separability-Based Affinity Propagation for Semisupervised Clustering of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Yu Lin, Yanchun Liang, Shinichi Yoshida, Xiaoyue Feng, Renchu Guan
A Hybrid Algorithm of Extreme Learning Machine and Sparse Auto-Encoder. SmartCom (2016)
Mingliang Cui, Yanchun Liang, Yuping Li, Renchu Guan
Exploring Trends of Cancer Research Based on Topic Model. IWOST-1 (2015)
Chen Luo, Renchu Guan, Zhe Wang, Chenghua Lin
HetPathMine: A Novel Transductive Classification Algorithm on Heterogeneous Information Networks. ECIR (2014)
Chen Yang, Lorenzo Bruzzone, Renchu Guan, Laijun Lu, Yanchun Liang
Incremental and Decremental Affinity Propagation for Semisupervised Clustering in Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 51 (3-2) (2013)
Deyin Ma, Yanchun Liang, Xiaoshe Zhao, Renchu Guan, Xiaohu Shi
Multi-BP expert system for fault diagnosis of powersystem. Eng. Appl. Artif. Intell. 26 (3) (2013)
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
A semisupervised feature metric based band selection method for hyperspectral image classification. WHISPERS (2012)
Zhaohua Ji, Chunguo Wu, Yao Wang, Renchu Guan, Huawei Tu, Xiaozhou Wu, Yanchun Liang
Tri-mean-based statistical differential gene expression detection. Int. J. Data Min. Bioinform. 6 (3) (2012)
Renchu Guan, Xiaohu Shi, Maurizio Marchese, Chen Yang, Yanchun Liang
Text Clustering with Seeds Affinity Propagation. IEEE Trans. Knowl. Data Eng. 23 (4) (2011)
Chen Yang, Lorenzo Bruzzone, Fengyue Sun, Laijun Lu, Renchu Guan, Yanchun Liang
A Fuzzy-Statistics-Based Affinity Propagation Technique for Clustering in Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 48 (6) (2010)
Haiyan Zhao, Zhi-Li Pei, Jingqing Jiang, Renchu Guan, Chaoyong Wang, Xiaohu Shi
A Hybrid Swarm Intelligent Method Based on Genetic Algorithm and Artificial Bee Colony. ICSI (1) (2010)
Xiaohu Shi, Yanwen Li, Haijun Li, Renchu Guan, Liupu Wang, Yanchun Liang
An integrated algorithm based on artificial bee colony and particle swarm optimization. ICNC (2010)
Xiaohu Shi, Renchu Guan, Liupu Wang, Zhili Pei, Yanchun Liang
An incremental affinity propagation algorithm and its applications for text clustering. IJCNN (2009)
Chen Yang, Laijun Lu, Heping Lin, Renchu Guan, Xiaohu Shi, Yanchun Liang
A Fuzzy-Statistics-Based Principal Component Analysis (FS-PCA) Method for Multispectral Image Enhancement and Display. IEEE Trans. Geosci. Remote. Sens. 46 (11) (2008)