Junfei Liu - RankMe

68 papers A* 2A 3B 5C 1Misc 4Journal 18Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models. AAAI Zhouxing Tan, Ruochong Xiong, Yulong Wan, Jinlong Ma, Hanlin Xue, Qichun Deng, Haifeng Jing, Zhengtong Zhang, Depei Liu, Shiyuan Luo, Junfei Liu
2026	A*	`conf`	Efficient Transcoder Adaptation for Fine-Tuned Models: Revealing Medical Reasoning Mechanisms in Large Language Models. AAAI Zhouxing Tan, Hanlin Xue, Yulong Wan, Ruochong Xiong, Xu Chu, Xiang Li, Junfei Liu
2025	C	`conf`	A Deep-Learning Approach Based on Graph Network Model for Recognizing Receptor-Odor Interaction and Perception. BIBE Fei Wang, Junfei Liu, Zihao Liu, Huihao Wang, Yunwei Xiong, Xiaoya Xie, Xing Chen
2025	J	`jnl`	A goal-oriented document-grounded dialogue based on evidence generation. Data Knowl. Eng. Yong Song, Hongjie Fan, Junfei Liu, Yunxin Liu, Xiaozhou Ye, Ye Ouyang
2025	J	`jnl`	An approach to microalgae identification based on joint optimization model of slicing and detection. Expert Syst. Appl. Junfei Liu, Chen Ying, Si Yu, Chen Ting
2025	J	`jnl`	CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction. CoRR Jiaxin Duan, Fengyu Lu, Junfei Liu
2025	J	`jnl`	Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models. CoRR Zhouxing Tan, Ruochong Xiong, Yulong Wan, Jinlong Ma, Hanlin Xue, Qichun Deng, Haifeng Jing, Zhengtong Zhang, Depei Liu, Shiyuan Luo, Junfei Liu
2025	B	`conf`	Efficient Multi-dimensional Optimization in Abstractive Summarization via Mixture-of-Learnable Prompts Tuning. CogSci Fengyu Lu, Jiaxin Duan, Junfei Liu
2025	—	`conf`	FPBA: Flexible Percentile-Based Allocation for Multiple-Bits-Per-Cell RRAM. ASP-DAC Junfei Liu, Anson Kahng
2025	B	`conf`	Face-DM: An Efficient Framework for Makeup Transfer and Face Swapping. ICMR Depei Liu, Ruochong Xiong, Rongxing Wang, Junfei Liu
2025	J	`jnl`	Layout Optimization of Hydrogen-Blended Natural Gas Distribution Pipelines in Industrial Zone. IEEE Access Zhe Xu, Xinyu Shan, Haiqiang Xie, Qing Xue, Lei Liu, Fan Wang, Shuangqing Chen, Junfei Liu
2025	Misc	`conf`	Learning Markup Language Model for Composite Relationships Extraction. ICASSP Fengyu Lu, Jiaxin Duan, Junfei Liu
2025	J	`jnl`	MTGNN: A Drug-Target-Disease Triplet Association Prediction Model Based on Multimodal Heterogeneous Graph Neural Networks and Direction-Aware Metapaths. J. Chem. Inf. Model. Lidan Zheng, Simeng Zhang, Yihao Li, Yang Liu, Qian Ge, Lingxi Gu, Yu Xie, Xiao Wang, Yunfei Ma, Junfei Liu, Mengyi Lu, Yadong Chen, Yong Zhu, Haichun Liu
2025	J	`jnl`	MoodBench 1.0: An Evaluation Benchmark for Emotional Companionship Dialogue Systems. CoRR Haifeng Jing, Yujie Hou, Junfei Liu, Rui Xie, Alan Xu, Jinlong Ma, Qichun Deng
2025	B	`conf`	PiPMRE: A Pipeline Based on Language Model for Medical Relation Extraction. CogSci Jiaxin Duan, Fengyu Lu, Junfei Liu
2024	J	`jnl`	Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information. Knowl. Inf. Syst. Xuemiao Zhang, Zhouxing Tan, Fengyu Lu, Rui Yan, Junfei Liu
2024	—	`conf`	Alleviating Exposure Bias in Abstractive Summarization via Sequentially Generating and Revising. LREC/COLING Jiaxin Duan, Fengyu Lu, Junfei Liu
2024	Misc	`conf`	Alleviating Hallucinations Via Supportive Window Indexing in Abstractive Summarization. ICASSP Jiaxin Duan, Fengyu Lu, Junfei Liu
2024	—	`conf`	Causal Dataset Discovery with Large Language Models. HILDA@SIGMOD Junfei Liu, Shaotong Sun, Fatemeh Nargesian
2024	—	`conf`	ConFit: Contrastive Fine-Tuning of Text-to-Text Transformer for Relation Classification. NLPCC (2) Jiaxin Duan, Fengyu Lu, Junfei Liu
2024	B	`conf`	ExpoGenius: Robust Personalized Human Image Generation using Diffusion Model for Exposure Variation and Pose Transfer. ICMR Depei Liu, Hongjie Fan, Junfei Liu
2024	Misc	`conf`	Iterative Autoregressive Generation for Abstractive Summarization. ICASSP Jiaxin Duan, Fengyu Lu, Junfei Liu
2024	A	`conf`	PGDM: Multimodal Panoramic Image Generation with Diffusion Models. ICME Depei Liu, Hongjie Fan, Junfei Liu
2024	—	`conf`	Prophecy Distillation for Boosting Abstractive Summarization. LREC/COLING Jiaxin Duan, Fengyu Lu, Junfei Liu
2023	—	`conf`	A Factual Aware Two-Stage Model for Medical Dialogue Summarization. BIBM Fengyu Lu, Jiaxin Duan, Junfei Liu
2023	J	`jnl`	A Residual Neural Network Integrated with a Hydrological Model for Global Flood Susceptibility Mapping Based on Remote Sensing Datasets. Remote. Sens. Junfei Liu, Kai Liu, Ming Wang
2023	—	`conf`	Adaptive Semi-Supervised Learning from Stronger Augmented Transformations of Medical Texts. BIBM Xuemiao Zhang, Junfei Liu
2023	—	`conf`	Adaptively Multi-Objective Adversarial Training for Medical Image Report Generation. BIBM Xuemiao Zhang, Junfei Liu
2023	—	`conf`	Adversarial Training with Comprehensive Objective for Medical Image Report Generation. BIBM Xuemiao Zhang, Junfei Liu
2023	—	`conf`	CopiFilter: An Auxiliary Module Adapts Pre-trained Transformers for Medical Dialogue Summarization. ICANN (4) Jiaxin Duan, Junfei Liu
2023	J	`jnl`	Graph Enhanced Transformer for Aspect Category Detection. J. Comput. Sci. Technol. Chen Chen, Houfeng Wang, Qingqing Zhu, Junfei Liu
2023	—	`conf`	MVP: Optimizing Multi-view Prompts for Medical Dialogue Summarization. BIBM Jiaxin Duan, Fengyu Lu, Junfei Liu
2023	J	`jnl`	The pathological significance and potential mechanism of ARHGEF6 in lung adenocarcinoma. Comput. Biol. Medicine Tiaozhan Zheng, Hanxi Zhou, Zhiwen Zheng, Yiqing Guo, Junfei Liu, Jingmin Zhang, Shikang Li
2023	—	`conf`	Towards Efficient Medical Dialogue Summarization with Compacting-Abstractive Model. BIBM Jiaxin Duan, Fengyu Lu, Junfei Liu
2022	Misc	`conf`	A Gaussian Mixture Model for Dialogue Generation with Dynamic Parameter Sharing Strategy. ICASSP Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Fengyu Lu, Junfei Liu
2022	—	`conf`	Curriculum Contrastive Learning for COVID-19 FAQ Retrieval. BIBM Leilei Zhang, Junfei Liu
2022	J	`jnl`	Densely-connected neural networks for aspect term extraction. Sci. China Inf. Sci. Chen Chen, Houfeng Wang, Qingqing Zhu, Junfei Liu
2022	J	`jnl`	Handling negative samples problems in span-based nested named entity recognition. Neurocomputing Chenxu Liu, Hongjie Fan, Junfei Liu
2022	—	`conf`	Intent-aware Prompt Learning for Medical Question Summarization. BIBM Leilei Zhang, Junfei Liu
2021	—	`conf`	Bidirectional Distillation for Multi-Guidance Medical Dialogue Generation. BIBM Qingqing Zhu, Pengfei Wu, Xiwei Wang, Dongyan Zhao, Junfei Liu
2021	—	`conf`	Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation. EMNLP (Findings) Qingqing Zhu, Xiuying Chen, Pengfei Wu, Junfei Liu, Dongyan Zhao
2021	A	`conf`	Cycle or Minkowski: Which is More Appropriate for Knowledge Graph Embedding? CIKM Han Yang, Leilei Zhang, Bingning Wang, Ting Yao, Junfei Liu
2021	—	`conf`	Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved Sliding-Margin Loss. DASFAA (2) Dongsheng Wang, Hongjie Fan, Junfei Liu
2021	—	`conf`	Dynamic Curriculum Learning with Co-training for Medical Dialogue Generation. BIBM Qingqing Zhu, Zhouxing Tan, Jiaxin Duan, Pengfei Wu, Dongyan Zhao, Junfei Liu
2021	—	`conf`	Knowledge Distillation with Metric Learning for Medical Dialogue Generation. BIBM Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Dongyan Zhao, Junfei Liu
2021	A	`conf`	Knowledge Graph Representation Learning as Groupoid: Unifying TransE, RotatE, QuatE, ComplEx. CIKM Han Yang, Junfei Liu
2021	J	`jnl`	Learning with joint cross-document information via multi-task learning for named entity recognition. Inf. Sci. Dongsheng Wang, Hongjie Fan, Junfei Liu
2021	—	`conf`	MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection. SemEval@ACL/IJCNLP Zhen Wang, Hongjie Fan, Junfei Liu
2021	—	`conf`	Span-Based Nested Named Entity Recognition with Pretrained Language Model. DASFAA (2) Chenxu Liu, Hongjie Fan, Junfei Liu
2020	—	`conf`	A Usability Testing Comparing Two Mobile Phone Gimbals. HCI (21) Keke Zhong, Junfei Liu, Zhixin Gui, Chang Meng, Marcelo Márico Soares
2020	—	`conf`	ClinicNet: Clinical Practice Oriented Medical Representation Learning for Electronic Medical Records. BIBM Shuai Wang, Junfei Liu
2020	—	`conf`	Joint Cross-document Information for Named Entity Recognition with Multi-task Learning. BIBM Dongsheng Wang, Hongjie Fan, Junfei Liu
2020	J	`jnl`	Knowledge-embodied attention for distantly supervised relation extraction. Intell. Data Anal. Kejun Deng, Xuemiao Zhang, Songtao Ye, Junfei Liu
2020	B	`conf`	Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension. COLING Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu
2020	—	`conf`	TAGNet: Temporal Aware Graph Convolution Network for Clinical Information Extraction. BIBM Shuai Wang, Junfei Liu
2020	—	`conf`	Towards Bootstrapping Biomedical Named Entity Recognition using Reinforcement Learning. BIBM Dongsheng Wang, Hongjie Fan, Junfei Liu
2019	—	`conf`	Deep Learning Based Code Completion Models for Programming Codes. ISCSIC Shuai Wang, Jinyang Liu, Ye Qiu, Zhiyi Ma, Junfei Liu, Zhonghai Wu
2019	—	`conf`	Knowledge-Aware and Retrieval-Based Models for Distantly Supervised Relation Extraction. PRICAI (1) Xuemiao Zhang, Kejun Deng, Leilei Zhang, Zhouxing Tan, Junfei Liu
2019	—	`conf`	Multilingual Dialogue Generation with Shared-Private Memory. NLPCC (1) Chen Chen, Lisong Qiu, Zhenxin Fu, Junfei Liu, Rui Yan
2019	J	`jnl`	Multilingual Dialogue Generation with Shared-Private Memory. CoRR Chen Chen, Lisong Qiu, Zhenxin Fu, Dongyan Zhao, Junfei Liu, Rui Yan
2018	J	`jnl`	Handling distributed XML queries over large XML data based on MapReduce framework. Inf. Sci. Hongjie Fan, Zhiyi Ma, Dianhui Wang, Junfei Liu
2017	—	`conf`	Weakly-Supervised Named Entity Extraction Using Word Representations. DASFAA Workshops Kejun Deng, Dongsheng Wang, Junfei Liu
2016	—	`conf`	An Efficient Schema Matching Approach Using Previous Mapping Result Set. DASFAA Workshops Hongjie Fan, Junfei Liu, Wenfeng Luo, Kejun Deng
2016	—	`conf`	Distributed XPath query processing over large XML data based on MapReduce framework. ICNC-FSKD Hongjie Fan, Dongsheng Wang, Junfei Liu
2016	J	`jnl`	Hybrid Artificial Root Foraging Optimizer Based Multilevel Threshold for Image Segmentation. Comput. Intell. Neurosci. Yang Liu, Junfei Liu, Liwei Tian, Lianbo Ma
2016	—	`conf`	TwigStack-MR: An Approach to Distributed XML Twig Query Using MapReduce. BigData Congress Hongjie Fan, Han Yang, Zhiyi Ma, Junfei Liu
2010	—	`conf`	Service-oriented Workflow Metamodel and System. ICEE Guangzhi Dong, Junfei Liu, Jin Zhang, Mingzhong Xiao
2009	—	`conf`	TMBF: Bloom filter algorithms of time-dependent multi bit-strings for incremental set. ICUMT Mingzhong Xiao, Xiangzhen Kong, Junfei Liu, Ju Ning