Chen Li
Orcid: 0000-0002-0079-3106Affiliations:
- Xi'an Jiaotong University, School of Computer Science and Technology, National Engineering Lab for Big Data Analytics, Xi'an, China (since 2016)
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge
- Massachusetts Institute of Technology, Cambridge, MA, USA (former)
According to our database1,
Chen Li
authored at least 85 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., February, 2024
2023
MG-Trans: Multi-Scale Graph Transformer With Information Bottleneck for Whole Slide Image Classification.
IEEE Trans. Medical Imaging, December, 2023
MEGACare: Knowledge-guided multi-view hypergraph predictive framework for healthcare.
Inf. Fusion, December, 2023
A Structure-Aware Hierarchical Graph-Based Multiple Instance Learning Framework for pT Staging in Histopathological Image.
IEEE Trans. Medical Imaging, October, 2023
IEEE Trans. Inf. Theory, July, 2023
Bioinform., January, 2023
Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning.
IEEE Trans. Medical Imaging, 2023
Semi-Supervised Pixel Contrastive Learning Framework for Tissue Segmentation in Histopathological Image.
IEEE J. Biomed. Health Informatics, 2023
IEEE Trans. Affect. Comput., 2023
A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images.
Medical Image Anal., 2023
Expert Syst. Appl., 2023
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Renyi's Entropy Perspective.
CoRR, 2023
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
JCBIE: a joint continual learning neural network for biomedical information extraction.
BMC Bioinform., December, 2022
Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast.
IEEE Trans. Medical Imaging, 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images.
IEEE Trans. Cybern., 2022
Distinguished representation of identical mentions in bio-entity coreference resolution.
BMC Medical Informatics Decis. Mak., 2022
Learning Representations from Local to Global for Fine-grained Patient Similarity Measuring in Intensive Care Unit.
Proceedings of the IEEE International Conference on Data Mining, 2022
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Leveraging Multiple Types of Domain Knowledge for Safe and Effective Drug Recommendation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Uncertainty-guided Mutual Consistency Training for Semi-supervised Biomedical Relation Extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Uncertainty-based Model Acceleration for Cancer Classification in Whole-Slide Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
GRS-Det: An Anchor-Free Rotation Ship Detector Based on Gaussian-Mask in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021
CoRR, 2021
BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network.
CoRR, 2021
A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data.
CoRR, 2021
A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning.
CoRR, 2021
A representation model for biological entities by fusing structured axioms with unstructured texts.
Bioinform., 2021
Bioinform., 2021
Learning Robust Patient Representations from Multi-modal Electronic Health Records: A Supervised Deep Learning Approach.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Instance-Based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Towards Interpretability and Personalization: A Predictive Framework for Clinical Time-series Analysis.
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
W-Net: A Two-Stage Convolutional Network for Nucleus Detection in Histopathology Image.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
AEFNet: Adaptive Scale Feature Based on Elastic-and-Funnel Neural Network for Healthcare Representation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
Fully Convolutional Network-Based Ensemble Method for Road Extraction From Aerial Images.
IEEE Geosci. Remote. Sens. Lett., 2020
Bio-semantic relation extraction with attention-based external knowledge reinforcement.
BMC Bioinform., 2020
BioNorm: deep learning-based event normalization for the curation of reaction databases.
Bioinform., 2020
Stacked Residual Recurrent Neural Networks With Cross-Layer Attention for Text Classification.
IEEE Access, 2020
Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Discriminative Feature Pyramid Network For Object Detection In Remote Sensing Images.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Structured Information Extraction of Pathology Reports with Attention-based Graph Convolutional Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Description Generation for Remote Sensing Images Using Attribute Attention Mechanism.
Remote. Sens., 2019
Remote. Sens., 2019
Int. J. Data Min. Bioinform., 2019
Comparing digital histology slides with multiple staining based on decoloring and dyeing technique.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Effects of annotation granularity in deep learning models for histopathological images.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Hyperspectral Unmixing via Low-Rank Representation with Space Consistency Constraint and Spectral Library Pruning.
Remote. Sens., 2018
Database J. Biol. Databases Curation, 2018
Spatial-Spectral Graph-Based Nonlinear Embedding Dimensionality Reduction for Hyperspectral Image Classificaiton.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Recursive Autoencoders-Based Unsupervised Feature Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Improving Chinese Sentiment Analysis via Segmentation-Based Representation Using Parallel CNN.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017
2016
Proceedings of the 16th IEEE International Conference on Advanced Learning Technologies, 2016
Proceedings of the 4th BioNLP Shared Task Workshop, BioNLP 2016, 2016
2015
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015
2014
Biological network extraction from scientific literature: state of the art and challenges.
Briefings Bioinform., 2014
2013
Evaluating gold standard corpora against gene/protein tagging solutions and lexical resources.
J. Biomed. Semant., 2013
Database J. Biol. Databases Curation, 2013
2011
Assessment of NER solutions against the first and second CALBC Silver Standard Corpus.
J. Biomed. Semant., 2011
2010
BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models.
BMC Syst. Biol., 2010
BioModels.net Web Services, a free and integrated toolkit for computational modelling software.
Briefings Bioinform., 2010
Proceedings of the Workshop on Semantic Web Applications and Tools for Life Sciences, 2010
2009
Proceedings of the Data Integration in the Life Sciences, 6th International Workshop, 2009