Junfei Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 47

Top Topics

Named Entity Recognition

Image Generation

Clinical Practice

Top Venues

Publications

Depei Liu, Hongjie Fan, Junfei Liu
ExpoGenius: Robust Personalized Human Image Generation using Diffusion Model for Exposure Variation and Pose Transfer. ICMR (2024)
Jiaxin Duan, Fengyu Lu, Junfei Liu
Alleviating Hallucinations Via Supportive Window Indexing in Abstractive Summarization. ICASSP (2024)
Jiaxin Duan, Fengyu Lu, Junfei Liu
Prophecy Distillation for Boosting Abstractive Summarization. LREC/COLING (2024)
Xuemiao Zhang, Zhouxing Tan, Fengyu Lu, Rui Yan, Junfei Liu
Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information. Knowl. Inf. Syst. 66 (8) (2024)
Jiaxin Duan, Fengyu Lu, Junfei Liu
Alleviating Exposure Bias in Abstractive Summarization via Sequentially Generating and Revising. LREC/COLING (2024)
Junfei Liu, Shaotong Sun, Fatemeh Nargesian
Causal Dataset Discovery with Large Language Models. HILDA@SIGMOD (2024)
Jiaxin Duan, Fengyu Lu, Junfei Liu
Iterative Autoregressive Generation for Abstractive Summarization. ICASSP (2024)
Tiaozhan Zheng, Hanxi Zhou, Zhiwen Zheng, Yiqing Guo, Junfei Liu, Jingmin Zhang, Shikang Li
The pathological significance and potential mechanism of ARHGEF6 in lung adenocarcinoma. Comput. Biol. Medicine 158 (2023)
Fengyu Lu, Jiaxin Duan, Junfei Liu
A Factual Aware Two-Stage Model for Medical Dialogue Summarization. BIBM (2023)
Xuemiao Zhang, Junfei Liu
Adversarial Training with Comprehensive Objective for Medical Image Report Generation. BIBM (2023)
Jiaxin Duan, Fengyu Lu, Junfei Liu
Towards Efficient Medical Dialogue Summarization with Compacting-Abstractive Model. BIBM (2023)
Xuemiao Zhang, Junfei Liu
Adaptive Semi-Supervised Learning from Stronger Augmented Transformations of Medical Texts. BIBM (2023)
Jiaxin Duan, Fengyu Lu, Junfei Liu
MVP: Optimizing Multi-view Prompts for Medical Dialogue Summarization. BIBM (2023)
Chen Chen, Houfeng Wang, Qingqing Zhu, Junfei Liu
Graph Enhanced Transformer for Aspect Category Detection. J. Comput. Sci. Technol. 38 (3) (2023)
Junfei Liu, Kai Liu, Ming Wang
A Residual Neural Network Integrated with a Hydrological Model for Global Flood Susceptibility Mapping Based on Remote Sensing Datasets. Remote. Sens. 15 (9) (2023)
Xuemiao Zhang, Junfei Liu
Adaptively Multi-Objective Adversarial Training for Medical Image Report Generation. BIBM (2023)
Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Fengyu Lu, Junfei Liu
A Gaussian Mixture Model for Dialogue Generation with Dynamic Parameter Sharing Strategy. ICASSP (2022)
Chenxu Liu, Hongjie Fan, Junfei Liu
Handling negative samples problems in span-based nested named entity recognition. Neurocomputing 505 (2022)
Chen Chen, Houfeng Wang, Qingqing Zhu, Junfei Liu
Densely-connected neural networks for aspect term extraction. Sci. China Inf. Sci. 65 (6) (2022)
Leilei Zhang, Junfei Liu
Intent-aware Prompt Learning for Medical Question Summarization. BIBM (2022)
Leilei Zhang, Junfei Liu
Curriculum Contrastive Learning for COVID-19 FAQ Retrieval. BIBM (2022)
Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Dongyan Zhao, Junfei Liu
Knowledge Distillation with Metric Learning for Medical Dialogue Generation. BIBM (2021)
Dongsheng Wang, Hongjie Fan, Junfei Liu
Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved Sliding-Margin Loss. DASFAA (2) (2021)
Dongsheng Wang, Hongjie Fan, Junfei Liu
Learning with joint cross-document information via multi-task learning for named entity recognition. Inf. Sci. 579 (2021)
Chenxu Liu, Hongjie Fan, Junfei Liu
Span-Based Nested Named Entity Recognition with Pretrained Language Model. DASFAA (2) (2021)
Qingqing Zhu, Pengfei Wu, Xiwei Wang, Dongyan Zhao, Junfei Liu
Bidirectional Distillation for Multi-Guidance Medical Dialogue Generation. BIBM (2021)
Qingqing Zhu, Zhouxing Tan, Jiaxin Duan, Pengfei Wu, Dongyan Zhao, Junfei Liu
Dynamic Curriculum Learning with Co-training for Medical Dialogue Generation. BIBM (2021)
Han Yang, Leilei Zhang, Bingning Wang, Ting Yao, Junfei Liu
Cycle or Minkowski: Which is More Appropriate for Knowledge Graph Embedding? CIKM (2021)
Han Yang, Junfei Liu
Knowledge Graph Representation Learning as Groupoid: Unifying TransE, RotatE, QuatE, ComplEx. CIKM (2021)
Zhen Wang, Hongjie Fan, Junfei Liu
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection. SemEval@ACL/IJCNLP (2021)
Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu
Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension. COLING (2020)
Dongsheng Wang, Hongjie Fan, Junfei Liu
Towards Bootstrapping Biomedical Named Entity Recognition using Reinforcement Learning. BIBM (2020)
Shuai Wang, Junfei Liu
TAGNet: Temporal Aware Graph Convolution Network for Clinical Information Extraction. BIBM (2020)
Dongsheng Wang, Hongjie Fan, Junfei Liu
Joint Cross-document Information for Named Entity Recognition with Multi-task Learning. BIBM (2020)
Shuai Wang, Junfei Liu
ClinicNet: Clinical Practice Oriented Medical Representation Learning for Electronic Medical Records. BIBM (2020)
Keke Zhong, Junfei Liu, Zhixin Gui, Chang Meng, Marcelo M. Soares
A Usability Testing Comparing Two Mobile Phone Gimbals. HCI (21) (2020)
Kejun Deng, Xuemiao Zhang, Songtao Ye, Junfei Liu
Knowledge-embodied attention for distantly supervised relation extraction. Intell. Data Anal. 24 (2) (2020)
Shuai Wang, Jinyang Liu, Ye Qiu, Zhiyi Ma, Junfei Liu, Zhonghai Wu
Deep Learning Based Code Completion Models for Programming Codes. ISCSIC (2019)
Xuemiao Zhang, Kejun Deng, Leilei Zhang, Zhouxing Tan, Junfei Liu
Knowledge-Aware and Retrieval-Based Models for Distantly Supervised Relation Extraction. PRICAI (1) (2019)
Chen Chen, Lisong Qiu, Zhenxin Fu, Dongyan Zhao, Junfei Liu, Rui Yan
Multilingual Dialogue Generation with Shared-Private Memory. CoRR (2019)
Chen Chen, Lisong Qiu, Zhenxin Fu, Junfei Liu, Rui Yan
Multilingual Dialogue Generation with Shared-Private Memory. NLPCC (1) (2019)
Hongjie Fan, Zhiyi Ma, Dianhui Wang, Junfei Liu
Handling distributed XML queries over large XML data based on MapReduce framework. Inf. Sci. 453 (2018)
Kejun Deng, Dongsheng Wang, Junfei Liu
Weakly-Supervised Named Entity Extraction Using Word Representations. DASFAA Workshops (2017)
Hongjie Fan, Dongsheng Wang, Junfei Liu
Distributed XPath query processing over large XML data based on MapReduce framework. ICNC-FSKD (2016)
Hongjie Fan, Junfei Liu, Wenfeng Luo, Kejun Deng
An Efficient Schema Matching Approach Using Previous Mapping Result Set. DASFAA Workshops (2016)
Yang Liu, Junfei Liu, Liwei Tian, Lianbo Ma
Hybrid Artificial Root Foraging Optimizer Based Multilevel Threshold for Image Segmentation. Comput. Intell. Neurosci. 2016 (2016)
Hongjie Fan, Han Yang, Zhiyi Ma, Junfei Liu
TwigStack-MR: An Approach to Distributed XML Twig Query Using MapReduce. BigData Congress (2016)
Guangzhi Dong, Junfei Liu, Jin Zhang, Mingzhong Xiao
Service-oriented Workflow Metamodel and System. ICEE (2010)
Mingzhong Xiao, Xiangzhen Kong, Junfei Liu, Ju Ning
TMBF: Bloom filter algorithms of time-dependent multi bit-strings for incremental set. ICUMT (2009)