Liangrui Pan - RankMe

48 papers A* 2C 1Journal 30Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Accurate Nucleic Acid-Binding Residue Identification Based Domain-Adaptive Protein Language Model and Explainable Geometric Deep Learning. AAAI Wenwu Zeng, Liangrui Pan, Boya Ji, Liwen Xu, Shaoliang Peng
2025	J	`jnl`	Application of deep learning-based multimodal fusion technology in cancer diagnosis: A survey. Eng. Appl. Artif. Intell. Yan Li, Liangrui Pan, Yijun Peng, Xiaoyu Li, Xiang Wang, Limeng Qu, Qiya Song, Qingchun Liang, Shaoliang Peng
2025	—	`conf`	DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset. BIBM Liangrui Pan, Xingchen Li, Zhongyi Chen, Chenchen Nie, Ling Chu, Shaoliang Peng
2025	J	`jnl`	DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset. CoRR Liangrui Pan, Xingchen Li, Zhongyi Chen, Ling Chu, Shaoliang Peng
2025	—	`conf`	GEMIL: A GELU-Enhanced Multiple-Instance Learning Model for Predicting Gene Mutations in Lung Cancer. BIBM Haihua Zhu, Liangrui Pan, Christopher Wang, Jiadi Luo, Qingchun Liang, Shaoliang Peng
2025	—	`conf`	MP-MIL: Multi-View Multiple Instance Learning with Positional Embedding to Predict PIK3CA Mutation. BIBM Guanting Li, Liangrui Pan, Xiaoyu Li, Jiadi Luo, Qingchun Liang, Shaoliang Peng
2025	—	`conf`	MSI-GNN: A Graph Neural Network for Pathogenicity Prediction of Microsatellite Insertions. BIBM Yaning Yang, Yadong Fan, Yue Liu, Liangrui Pan, Shaoliang Peng
2025	J	`jnl`	Multi-level feature subgraph aggregation graph neural network. Inf. Fusion Chengxin Xie, Qiya Song, Jingui Huang, Wei Chen, Liangrui Pan
2025	A*	`conf`	SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis. IJCAI Liangrui Pan, Xiaoyu Li, Yutao Dou, Qiya Song, Jiadi Luo, Qingchun Liang, Shaoliang Peng
2025	J	`jnl`	SMILE: a Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis. CoRR Liangrui Pan, Xiaoyu Li, Yutao Dou, Qiya Song, Jiadi Luo, Qingchun Liang, Shaoliang Peng
2025	J	`jnl`	STAMP: Multi-pattern Attention-aware Multiple Instance Learning for STAS Diagnosis in Multi-center Histopathology Images. CoRR Liangrui Pan, Xiaoyu Li, Guang Zhu, Guanting Li, Ruixin Wang, Jiadi Luo, Yaning Yang, Qingchun Liang, Shaoliang Peng
2025	—	`conf`	SpaceSeg: Spatially Feature-Aware Segmentation and Classification Model for Cell Nuclei. BIBM Yijun Peng, Liangrui Pan, Jiadi Luo, Christopher Wang, Yuxuan Xiao, Qingchun Liang, Shaoliang Peng
2024	J	`jnl`	DEDUCE: Multi-head attention decoupled contrastive learning to discover cancer subtypes based on multi-omics data. Comput. Methods Programs Biomed. Liangrui Pan, Xiang Wang, Qingchun Liang, Jiandong Shang, Wenjuan Liu, Liwen Xu, Shaoliang Peng
2024	J	`jnl`	FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival. CoRR Liangrui Pan, Yijun Peng, Yan Li, Yiyi Liang, Liwen Xu, Qingchun Liang, Shaoliang Peng
2024	J	`jnl`	Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer. CoRR Liangrui Pan, Qingchun Liang, Wenwu Zeng, Yijun Peng, Zhenyu Zhao, Yiyi Liang, Jiadi Luo, Xiang Wang, Shaoliang Peng
2024	—	`conf`	FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation. BIBM Liangrui Pan, Mao Huang, Lian Wang, Pinle Qin, Shaoliang Peng
2024	J	`jnl`	FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation. CoRR Liangrui Pan, Mao Huang, Lian Wang, Pinle Qin, Shaoliang Peng
2024	J	`jnl`	Opportunities and challenges in the application of large artificial intelligence models in radiology. CoRR Liangrui Pan, Zhenyu Zhao, Ying Lu, Kewei Tang, Liyong Fu, Qingchun Liang, Shaoliang Peng
2024	J	`jnl`	Optimization of the parallel semi-Lagrangian scheme to overlap computation with communication based on grouping levels in YHGSM. CCF Trans. High Perform. Comput. Dazheng Liu, Wenjuan Liu, Liangrui Pan, Yutao Dou, Jianping Wu
2024	—	`conf`	ParaSAT: a scalable parallel framework for sequence alignment. BIBM Wenjuan Liu, Jianbang Xu, Liangrui Pan, Tie Cai, Shaoliang Peng
2024	J	`jnl`	SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival. Comput. Biol. Medicine Liangrui Pan, Yijun Peng, Yan Li, Xiang Wang, Wenjuan Liu, Liwen Xu, Qingchun Liang, Shaoliang Peng
2024	J	`jnl`	SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival. CoRR Liangrui Pan, Yijun Peng, Yan Li, Xiang Wang, Wenjuan Liu, Liwen Xu, Qingchun Liang, Shaoliang Peng
2024	—	`conf`	TranSVPath: A TabTransformer-Based Model for Predicting the Pathogenicity of Structural Variants. BIBM Yaning Yang, Jiawei Wang, Xiaoqi Wang, Liwen Xu, Liangrui Pan, Shaoliang Peng
2023	—	`conf`	CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images. BIBM Liangrui Pan, Keqin Li, Wenjuan Liu, Liwen Xu, Zhichao Feng, Shaoliang Peng
2023	J	`jnl`	CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images. CoRR Liangrui Pan, Lian Wang, Zhichao Feng, Liwen Xu, Shaoliang Peng
2023	J	`jnl`	DHUnet: Dual-branch hierarchical global-local fusion network for whole slide image segmentation. Biomed. Signal Process. Control. Lian Wang, Liangrui Pan, Hetian Wang, Mingting Liu, Zhichao Feng, Pengfei Rong, Zuo Chen, Shaoliang Peng
2023	—	`conf`	LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images. BIBM Liangrui Pan, Guo Chen, Wenjuan Liu, Liwen Xu, Xuan Liu, Shaoliang Peng
2023	J	`jnl`	LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images. CoRR Liangrui Pan, Yutao Dou, Zhichao Feng, Liwen Xu, Shaoliang Peng
2023	J	`jnl`	Multi-Head Attention Mechanism Learning for Cancer New Subtypes and Treatment Based on Cancer Multi-Omics Data. CoRR Liangrui Pan, Dazhen Liu, Yutao Dou, Lian Wang, Zhichao Feng, Pengfei Rong, Liwen Xu, Shaoliang Peng
2023	—	`conf`	PACS: Prediction and analysis of cancer subtypes from multi-omics data based on a multi-head attention mechanism model. BIBM Liangrui Pan, Pinle Qin, Pengfei Rong, Xiangxiang Zeng, Dazheng Liu, Shaoliang Peng
2023	J	`jnl`	PACS: Prediction and analysis of cancer subtypes from multi-omics data based on a multi-head attention mechanism model. CoRR Liangrui Pan, Dazheng Liu, Zhichao Feng, Wenjuan Liu, Shaoliang Peng
2023	J	`jnl`	Palm bunch grading technique using a multi-input and multi-label convolutional neural network. Comput. Electron. Agric. Pronthep Pipitsunthonsan, Liangrui Pan, Shaoliang Peng, Thanate Khaorapapong, Sutkhet Nakasathien, Sittiporn Channumsin, Mitchai Chongcheawchamnan
2022	J	`jnl`	A review of machine learning approaches, challenges and prospects for computational tumor pathology. CoRR Liangrui Pan, Zhichao Feng, Shaoliang Peng
2022	J	`jnl`	Hybrid Beamforming Based on an Unsupervised Deep Learning Network for Downlink Channels With Imperfect CSI. IEEE Wirel. Commun. Lett. Peng Zhang, Liangrui Pan, Teeravisit Laohapensaeng, Mitchai Chongcheawchamnan
2022	J	`jnl`	MFDNN: multi-channel feature deep neural network algorithm to identify COVID19 chest X-ray images. Health Inf. Sci. Syst. Liangrui Pan, Boya Ji, Hetian Wang, Lian Wang, Mingting Liu, Mitchai Chongcheawchamnan, Shaoliang Peng
2022	—	`conf`	MGTUNet: An new UNet for colon nuclei instance segmentation and quantification. BIBM Liangrui Pan, Lian Wang, Zhichao Feng, Zhujun Xu, Liwen Xu, Shaoliang Peng
2022	J	`jnl`	MGTUNet: An new UNet for colon nuclei instance segmentation and quantification. CoRR Liangrui Pan, Lian Wang, Mingting Liu, Zhujun Xu, Liwen Xu, Shaoliang Peng
2022	J	`jnl`	Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma. Biomed. Signal Process. Control. Liangrui Pan, Hetian Wang, Lian Wang, Boya Ji, Mingting Liu, Mitchai Chongcheawchamnan, Yuan Jin, Shaoliang Peng
2022	J	`jnl`	Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma. CoRR Liangrui Pan, Hetian Wang, Lian Wang, Boya Ji, Mingting Liu, Mitchai Chongcheawchamnan, Yuan Jin, Shaoliang Peng
2021	J	`jnl`	A review of artificial intelligence methods combined with Raman spectroscopy to identify the composition of substances. CoRR Liangrui Pan, Peng Zhang, Chalongrat Daengngam, Mitchai Chongcheawchamnan
2021	—	`conf`	DFL-PiDA: Prediction of Piwi-interacting RNA-Disease Associations based on Deep Feature Learning. BIBM Boya Ji, Jiawei Luo, Liangrui Pan, Xiaolan Xie, Shaoliang Peng
2021	—	`conf`	FEDI: Few-shot learning based on Earth Mover's Distance algorithm combined with deep residual network to identify diabetic retinopathy. BIBM Liangrui Pan, Peng Zhang, Fei Xia, Boya Ji, Wenjuan Liu, Hetian Wang, Yuan Jin, Mitchai Chongcheawchamnan, Shaoliang Peng
2020	C	`conf`	Classification of Hazardous Chemicals with Raman Spectrum by Convolution Neural Network. HSI Liangrui Pan, Pronthep Pipitsunthonsan, Mitchai Chongcheawchamnan
2020	J	`jnl`	Identification of complex mixtures for Raman spectroscopy using a novel scheme based on a new multi-label deep neural network. CoRR Liangrui Pan, Pronthep Pipitsunthonsan, Chalongrat Daengngam, Mitchai Chongcheawchamnan
2020	J	`jnl`	Method for Classifying a Noisy Raman Spectrum Based on a Wavelet Transform and a Deep Neural Network. IEEE Access Liangrui Pan, Pronthep Pipitsunthonsan, Chalongrat Daengngam, Sittiporn Channumsin, Suwat Sreesawet, Mitchai Chongcheawchamnan
2020	J	`jnl`	Method for classifying a noisy Raman spectrum based on a wavelet transform and a deep neural network. CoRR Liangrui Pan, Pronthep Pipitsunthonsan, Chalongrat Daengngam, Sittiporn Channumsin, Suwat Sreesawet, Mitchai Chongcheawchamnan
2020	—	`conf`	Noise Reduction Technique for Raman Spectrum using Deep Learning Network. ISCID Liangrui Pan, Pronthep Pipitsunthonsan, Peng Zhang, Chalongrat Daengngam, Apidach Booranawong, Mitchai Chongcheawchamnan
2020	J	`jnl`	Noise Reduction Technique for Raman Spectrum using Deep Learning Network. CoRR Liangrui Pan, Pronthep Pipitsunthonsan, Peng Zhang, Chalongrat Daengngam, Apidach Booranawong, Mitchai Chongcheawchamnan