Chen Li

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Named Entity Recognition

Event Extraction

Information Bottleneck

Top Venues

IEEE Trans. Medical Imaging

IEEE Trans. Inf. Theory

IEEE J. Biomed. Health Informatics

Publications

Yuxin Dong, Tieliang Gong, Hong Chen, Shuangyong Song, Weizhan Zhang, Chen Li
How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis. CoRR (2024)
Yuxin Dong, Tieliang Gong, Hong Chen, Shujian Yu, Chen Li
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds. ICLR (2024)
Tieliang Gong, Yuxin Dong, Hong Chen, Bo Dong, Chen Li
Markov Subsampling Based on Huber Criterion. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Jiangbo Shi, Tieliang Gong, Chunbao Wang, Chen Li
Semi-Supervised Pixel Contrastive Learning Framework for Tissue Segmentation in Histopathological Image. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Jiangbo Shi, Lufei Tang, Zeyu Gao, Yang Li, Chunbao Wang, Tieliang Gong, Chen Li, Huazhu Fu
MG-Trans: Multi-Scale Graph Transformer With Information Bottleneck for Whole Slide Image Classification. IEEE Trans. Medical Imaging 42 (12) (2023)
Kai He, Rui Mao, Tieliang Gong, Chen Li, Erik Cambria
Meta-Based Self-Training and Re-Weighting for Aspect-Based Sentiment Analysis. IEEE Trans. Affect. Comput. 14 (3) (2023)
Kai He, Yucheng Huang, Rui Mao, Tieliang Gong, Chen Li, Erik Cambria
Virtual prompt pre-training for prototype-based few-shot relation extraction. Expert Syst. Appl. 213 (Part) (2023)
Yuxin Dong, Tieliang Gong, Shujian Yu, Chen Li
Optimal Randomized Approximations for Matrix-Based Rényi's Entropy. IEEE Trans. Inf. Theory 69 (7) (2023)
Yuxin Dong, Tieliang Gong, Shujian Yu, Hong Chen, Chen Li
Robust and Fast Measure of Information via Low-Rank Representation. AAAI (2023)
Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective. IJCAI (2023)
Jialun Wu, Kai He, Rui Mao, Chen Li, Erik Cambria
MEGACare: Knowledge-guided multi-view hypergraph predictive framework for healthcare. Inf. Fusion 100 (2023)
Zeyu Gao, Anyu Mao, Kefei Wu, Yang Li, Liebin Zhao, Xianli Zhang, Jialun Wu, Lisha Yu, Chao Xing, Tieliang Gong, Yefeng Zheng, Deyu Meng, Min Zhou, Chen Li
Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning. IEEE Trans. Medical Imaging 42 (8) (2023)
Jiangbo Shi, Lufei Tang, Yang Li, Xianli Zhang, Zeyu Gao, Yefeng Zheng, Chunbao Wang, Tieliang Gong, Chen Li
A Structure-Aware Hierarchical Graph-Based Multiple Instance Learning Framework for pT Staging in Histopathological Image. IEEE Trans. Medical Imaging 42 (10) (2023)
Yucheng Huang, Wenqiang Liu, Xianli Zhang, Jun Lang, Tieliang Gong, Chen Li
PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition. ACL (Findings) (2023)
Xianli Zhang, Buyue Qian, Yang Li, Zeyu Gao, Chong Guan, Renzhen Wang, Yefeng Zheng, Hansen Zheng, Chen Li
Learning Representations from Local to Global for Fine-grained Patient Similarity Measuring in Intensive Care Unit. ICDM (2022)
Zeyu Gao, Chang Jia, Yang Li, Xianli Zhang, Bangyang Hong, Jialun Wu, Tieliang Gong, Chunbao Wang, Deyu Meng, Yefeng Zheng, Chen Li
Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast. IEEE Trans. Medical Imaging 41 (12) (2022)
Junhui Zhang, Junjie Pan, Xiang Yin, Chen Li, Shichao Liu, Yang Zhang, Yuxuan Wang, Zejun Ma
A Hybrid Text Normalization System Using Multi-Head Self-Attention For Mandarin. ICASSP (2020)
Chen Li, Runqing Song, Maria Liakata, Andreas Vlachos, Stephanie Seneff, Xiangrong Zhang
Using word embedding for bio-event extraction. BioNLP@IJCNLP (2015)
Chen Li, Maria Liakata, Dietrich Rebholz-Schuhmann
Biological network extraction from scientific literature: state of the art and challenges. Briefings Bioinform. 15 (5) (2014)
Dietrich Rebholz-Schuhmann, Senay Kafkas, Jee-Hyub Kim, Chen Li, Antonio Jimeno-Yepes, Robert Hoehndorf, Rolf Backofen, Ian Lewin
Evaluating gold standard corpora against gene/protein tagging solutions and lexical resources. J. Biomed. Semant. 4 (2013)
Chen Li, Antonio Jimeno-Yepes, Miguel Arregui, Harald Kirsch, Dietrich Rebholz-Schuhmann
PCorral - interactive mining of protein interactions from MEDLINE. Database J. Biol. Databases Curation 2013 (2013)
Dietrich Rebholz-Schuhmann, Antonio Jimeno-Yepes, Chen Li, Senay Kafkas, Ian Lewin, Ning Kang, Peter T. Corbett, David Milward, Ekaterina Buyko, Elena Beisswanger, Kerstin Hornbostel, Alexandre Kouznetsov, René Witte, Jonas B. Laurila, Christopher J. O. Baker, Cheng-Ju Kuo, Simon Clematide, Fabio Rinaldi, Richárd Farkas, György Móra, Kazuo Hara, Laura Inés Furlong, Michael Rautschka, Mariana L. Neves, Alberto D. Pascual-Montano, Qi Wei, Nigel Collier, Md. Faisal Mahbub Chowdhury, Alberto Lavelli, Rafael Berlanga Llavori, Roser Morante, Vincent Van Asch, Walter Daelemans, José Luís Marina, Erik M. van Mulligen, Jan A. Kors, Udo Hahn
Assessment of NER solutions against the first and second CALBC Silver Standard Corpus. J. Biomed. Semant. 2 (S-5) (2011)
Dietrich Rebholz-Schuhmann, Antonio Jimeno-Yepes, Chen Li, Senay Kafkas, Ian Lewin, Ning Kang, Peter T. Corbett, David Milward, Ekaterina Buyko, Elena Beisswanger, Kerstin Hornbostel, Alexandre Kouznetsov, René Witte, Jonas B. Laurila, Christopher J. O. Baker, Cheng-Ju Kuo, Simon Clematide, Fabio Rinaldi, Richárd Farkas, György Móra, Kazuo Hara, Laura Inés Furlong, Michael Rautschka, Mariana L. Neves, Alberto D. Pascual-Montano, Qi Wei, Nigel Collier, Md. Faisal Mahbub Chowdhury, Alberto Lavelli, Rafael Berlanga Llavori, Roser Morante, Vincent Van Asch, Walter Daelemans, José Luís Marina, Erik M. van Mulligen, Jan A. Kors, Udo Hahn
Assessment of NER solutions against the first and second CALBC silver standard corpus. Semantic Mining in Biomedicine (2010)
Samuel Croset, Christoph Grabmüller, Chen Li, Silvestras Kavaliauskas, Dietrich Rebholz-Schuhmann
The CALBC RDF Triple Store: retrieval over large literature content CoRR (2010)
Chen Li, Marco Donizelli, Nicolas Rodriguez, Harish Dharuri, Lukas Endler, Vijayalakshmi Chelliah, Lu Li, Enuo He, Arnaud Henry, Melanie I. Stefan, Jacky L. Snoep, Michael Hucka, Nicolas Le Novère, Camille Laibe
BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models. BMC Syst. Biol. 4 (2010)
Chen Li, Mélanie Courtot, Nicolas Le Novère, Camille Laibe
BioModels.net Web Services, a free and integrated toolkit for computational modelling software. Briefings Bioinform. 11 (3) (2010)
Samuel Croset, Christoph Grabmüller, Chen Li, Silvestras Kavaliauskas, Dietrich Rebholz-Schuhmann
The CALBC RDF Triple Store: Retrieval over Large Literature Content. SWAT4LS (2010)
Vijayalakshmi Chelliah, Lukas Endler, Nick S. Juty, Camille Laibe, Chen Li, Nicolas Rodriguez, Nicolas Le Novère
Data Integration and Semantic Enrichment of Systems Biology Models and Simulations. DILS (2009)