Junfei Liu

According to our database, Junfei Liu authored at least 53 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information.

Xuemiao Zhang, Zhouxing Tan, Fengyu Lu, Rui Yan, Junfei Liu

Knowl. Inf. Syst., August, 2024

ConFit: Contrastive Fine-Tuning of Text-to-Text Transformer for Relation Classification.

Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the Natural Language Processing and Chinese Computing, 2024

ExpoGenius: Robust Personalized Human Image Generation using Diffusion Model for Exposure Variation and Pose Transfer.

Depei Liu, Hongjie Fan, Junfei Liu

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

PGDM: Multimodal Panoramic Image Generation with Diffusion Models.

Depei Liu, Hongjie Fan, Junfei Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Iterative Autoregressive Generation for Abstractive Summarization.

Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Alleviating Hallucinations Via Supportive Window Indexing in Abstractive Summarization.

Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Causal Dataset Discovery with Large Language Models.

Junfei Liu, Shaotong Sun, Fatemeh Nargesian

Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics, 2024

Prophecy Distillation for Boosting Abstractive Summarization.

Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Alleviating Exposure Bias in Abstractive Summarization via Sequentially Generating and Revising.

Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Graph Enhanced Transformer for Aspect Category Detection.

Chen Chen, Houfeng Wang, Qingqing Zhu, Junfei Liu

J. Comput. Sci. Technol., June, 2023

A Residual Neural Network Integrated with a Hydrological Model for Global Flood Susceptibility Mapping Based on Remote Sensing Datasets.

Junfei Liu, Kai Liu, Ming Wang

Remote. Sens., May, 2023

The pathological significance and potential mechanism of ARHGEF6 in lung adenocarcinoma.

Tiaozhan Zheng, Hanxi Zhou, Zhiwen Zheng, Yiqing Guo, Junfei Liu, Jingmin Zhang, Shikang Li

Comput. Biol. Medicine, May, 2023

CopiFilter: An Auxiliary Module Adapts Pre-trained Transformers for Medical Dialogue Summarization.

Jiaxin Duan, Junfei Liu

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Adaptively Multi-Objective Adversarial Training for Medical Image Report Generation.

Xuemiao Zhang, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Adversarial Training with Comprehensive Objective for Medical Image Report Generation.

Xuemiao Zhang, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Adaptive Semi-Supervised Learning from Stronger Augmented Transformations of Medical Texts.

Xuemiao Zhang, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

A Factual Aware Two-Stage Model for Medical Dialogue Summarization.

Fengyu Lu, Jiaxin Duan, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Towards Efficient Medical Dialogue Summarization with Compacting-Abstractive Model.

Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

MVP: Optimizing Multi-view Prompts for Medical Dialogue Summarization.

Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Handling negative samples problems in span-based nested named entity recognition.

Chenxu Liu, Hongjie Fan, Junfei Liu

Neurocomputing, 2022

Densely-connected neural networks for aspect term extraction.

Chen Chen, Houfeng Wang, Qingqing Zhu, Junfei Liu

Sci. China Inf. Sci., 2022

A Gaussian Mixture Model for Dialogue Generation with Dynamic Parameter Sharing Strategy.

Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Fengyu Lu, Junfei Liu

Proceedings of the IEEE International Conference on Acoustics, 2022

Curriculum Contrastive Learning for COVID-19 FAQ Retrieval.

Leilei Zhang, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Intent-aware Prompt Learning for Medical Question Summarization.

Leilei Zhang, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Learning with joint cross-document information via multi-task learning for named entity recognition.

Dongsheng Wang, Hongjie Fan, Junfei Liu

Inf. Sci., 2021

MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection.

Zhen Wang, Hongjie Fan, Junfei Liu

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation.

Qingqing Zhu, Xiuying Chen, Pengfei Wu, Junfei Liu, Dongyan Zhao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved Sliding-Margin Loss.

Dongsheng Wang, Hongjie Fan, Junfei Liu

Proceedings of the Database Systems for Advanced Applications, 2021

Span-Based Nested Named Entity Recognition with Pretrained Language Model.

Chenxu Liu, Hongjie Fan, Junfei Liu

Proceedings of the Database Systems for Advanced Applications, 2021

Cycle or Minkowski: Which is More Appropriate for Knowledge Graph Embedding?

Han Yang, Leilei Zhang, Bingning Wang, Ting Yao, Junfei Liu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Knowledge Graph Representation Learning as Groupoid: Unifying TransE, RotatE, QuatE, ComplEx.

Han Yang, Junfei Liu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Bidirectional Distillation for Multi-Guidance Medical Dialogue Generation.

Qingqing Zhu, Pengfei Wu, Xiwei Wang, Dongyan Zhao, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Knowledge Distillation with Metric Learning for Medical Dialogue Generation.

Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Dongyan Zhao, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Dynamic Curriculum Learning with Co-training for Medical Dialogue Generation.

Qingqing Zhu, Zhouxing Tan, Jiaxin Duan, Pengfei Wu, Dongyan Zhao, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Knowledge-embodied attention for distantly supervised relation extraction.

Kejun Deng, Xuemiao Zhang, Songtao Ye, Junfei Liu

Intell. Data Anal., 2020

A Usability Testing Comparing Two Mobile Phone Gimbals.

Keke Zhong, Junfei Liu, Zhixin Gui, Chang Meng, Marcelo Márico Soares

Proceedings of the Design, User Experience, and Usability. Design for Contemporary Interactive Environments, 2020

Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension.

Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu

Proceedings of the 28th International Conference on Computational Linguistics, 2020

TAGNet: Temporal Aware Graph Convolution Network for Clinical Information Extraction.

Shuai Wang, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

ClinicNet: Clinical Practice Oriented Medical Representation Learning for Electronic Medical Records.

Shuai Wang, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Joint Cross-document Information for Named Entity Recognition with Multi-task Learning.

Dongsheng Wang, Hongjie Fan, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Towards Bootstrapping Biomedical Named Entity Recognition using Reinforcement Learning.

Dongsheng Wang, Hongjie Fan, Junfei Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Multilingual Dialogue Generation with Shared-Private Memory.

Chen Chen, Lisong Qiu, Zhenxin Fu, Dongyan Zhao, Junfei Liu, Rui Yan

CoRR, 2019

Knowledge-Aware and Retrieval-Based Models for Distantly Supervised Relation Extraction.

Xuemiao Zhang, Kejun Deng, Leilei Zhang, Zhouxing Tan, Junfei Liu

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Multilingual Dialogue Generation with Shared-Private Memory.

Chen Chen, Lisong Qiu, Zhenxin Fu, Junfei Liu, Rui Yan

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Deep Learning Based Code Completion Models for Programming Codes.

Shuai Wang, Jinyang Liu, Ye Qiu, Zhiyi Ma, Junfei Liu, Zhonghai Wu

Proceedings of the ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 2019

2018

Handling distributed XML queries over large XML data based on MapReduce framework.

Hongjie Fan, Zhiyi Ma, Dianhui Wang, Junfei Liu

Inf. Sci., 2018

2017

Weakly-Supervised Named Entity Extraction Using Word Representations.

Kejun Deng, Dongsheng Wang, Junfei Liu

Proceedings of the Database Systems for Advanced Applications, 2017

2016

Hybrid Artificial Root Foraging Optimizer Based Multilevel Threshold for Image Segmentation.

Yang Liu, Junfei Liu, Liwei Tian, Lianbo Ma

Comput. Intell. Neurosci., 2016

Distributed XPath query processing over large XML data based on MapReduce framework.

Hongjie Fan, Dongsheng Wang, Junfei Liu

Proceedings of the 12th International Conference on Natural Computation, 2016

An Efficient Schema Matching Approach Using Previous Mapping Result Set.

Hongjie Fan, Junfei Liu, Wenfeng Luo, Kejun Deng

Proceedings of the Database Systems for Advanced Applications, 2016

TwigStack-MR: An Approach to Distributed XML Twig Query Using MapReduce.

Hongjie Fan, Han Yang, Zhiyi Ma, Junfei Liu

Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2010

Service-oriented Workflow Metamodel and System.

Guangzhi Dong, Junfei Liu, Jin Zhang, Mingzhong Xiao

Proceedings of the International Conference on E-Business and E-Government, 2010

2009

TMBF: Bloom filter algorithms of time-dependent multi bit-strings for incremental set.

Mingzhong Xiao, Xiangzhen Kong, Junfei Liu, Ju Ning

Proceedings of the International Conference on Ultra Modern Telecommunications, 2009