Xiaofei Sun

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 74

Top Topics

Natural Language

Quantile Regression

Top Venues

Expert Syst. Appl.

Publications

Xiaofei Sun, Jingyu Zhang, Zhongmo Liu, Kemal Polat, Yujie Gai, Wenliang Gao
Distributed non-convex regularization for generalized linear regression. Expert Syst. Appl. 252 (2024)
Kangning Wang, Junning Yang, Kemal Polat, Adi Alhudhaif, Xiaofei Sun
Convolution smoothing and non-convex regularization for support vector machine in high dimensions. Appl. Soft Comput. 155 (2024)
Xiangxiang Chu, Limeng Qiao, Xinyu Zhang, Shuang Xu, Fei Wei, Yang Yang, Xiaofei Sun, Yiming Hu, Xinyang Lin, Bo Zhang, Chunhua Shen
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model. CoRR (2024)
Shaomin Li, Xiaofei Sun, Kangning Wang
Distributed statistical learning algorithm for nonlinear regression with autoregressive errors. Pattern Recognit. 153 (2024)
Hanhan Shen, Fu Zhang, Xiaodong Pan, Xiaofei Sun
The fuzzy system based on vague partitions and its application to path tracking control for autonomous vehicles. J. Intell. Fuzzy Syst. 46 (3) (2024)
Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Runyi Hu, Tianwei Zhang, Fei Wu, Guoyin Wang
Instruction Tuning for Large Language Models: A Survey. CoRR (2023)
Xiaofei Sun, He Li, Wei-Ning Lee
Constrained CycleGAN for Effective Generation of Ultrasound Sector Images of Improved Spatial Resolution. CoRR (2023)
Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang
Text Classification via Large Language Models. CoRR (2023)
Xiaofei Sun, Hongwei Wang, Chao Cai, Mei Yao, Kangning Wang
Online renewable smooth quantile regression. Comput. Stat. Data Anal. 185 (2023)
Xiaofei Sun, Linfeng Dong, Xiaoya Li, Zhen Wan, Shuhe Wang, Tianwei Zhang, Jiwei Li, Fei Cheng, Lingjuan Lyu, Fei Wu, Guoyin Wang
Pushing the Limits of ChatGPT on NLP Tasks. CoRR (2023)
Wenwen Pan, Xiaofei Sun, Yunsheng Qian
RGB-D saliency detection via complementary and selective learning. Appl. Intell. 53 (7) (2023)
Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang
Defending against Backdoor Attacks in Natural Language Generation. AAAI (2023)
Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang
GPT-NER: Named Entity Recognition via Large Language Models. CoRR (2023)
Xiaofei Sun, Xiaoya Li, Shengyu Zhang, Shuhe Wang, Fei Wu, Jiwei Li, Tianwei Zhang, Guoyin Wang
Sentiment Analysis through LLM Negotiations. CoRR (2023)
Kangning Wang, Jiaojiao Jia, Kemal Polat, Xiaofei Sun, Adi Alhudhaif, Fayadh Alenezi
Smooth quantile regression and distributed inference for non-randomly stored big data. Expert Syst. Appl. 215 (2023)
Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang
Text Classification via Large Language Models. EMNLP (Findings) (2023)
Zeng Li, Zhenzhen Wang, Xiaofei Sun
Research Applications of Hidden Markov Models in Speech Recognition. AAIA (2023)
Cristina Adriana Alexandru, Andrius Girdzius, Chris Sun, Hamdani Azmi, Xisen Wang, Xiaofei Sun
An Online Marking, Feedback and Moderation Tool for Computer Science Higher Education Courses. CEP (2023)
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
GNN-LM: Language Modeling based on Global Contexts via GNN. ICLR (2022)
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
Fast Nearest Neighbor Machine Translation. ACL (Findings) (2022)
Kangning Wang, Benle Zhang, Xiaofei Sun, Shaomin Li
Efficient statistical estimation for a non-randomly distributed system with application to large-scale data neural network. Expert Syst. Appl. 197 (2022)
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Ziyao Wang, Guoyin Wang, Jun He
An MRC Framework for Semantic Role Labeling. COLING (2022)
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. ICLR (2022)
Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li
Dependency Parsing as MRC-based Span-Span Prediction. ACL (1) (2022)
Xiaofei Sun, Linguo Yuan, Meng Liu, Shuneng Liang, Dongfeng Li, Liyang Liu
Quantitative estimation for the impact of mining activities on vegetation phenology and identifying its controlling factors from Sentinel-2 time series. Int. J. Appl. Earth Obs. Geoinformation 111 (2022)
Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan
Paraphrase Generation as Unsupervised Machine Translation. COLING (2022)
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
Sentence Similarity Based on Contexts. Trans. Assoc. Comput. Linguistics 10 (2022)
Xiaofei Sun, Zijun Sun, Yuxian Meng, Jiwei Li, Chun Fan
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. COLING (2022)
Zhuo Qi, Wenyi Chen, Xiaofei Sun, Wangqian Sun, Hui Yang
KText: Arbitrary shape text detection using modified K-Means. IET Comput. Vis. 16 (1) (2022)
Shouguang Yao, Xinyu Huang, Linglong Zhang, Huiyi Mao, Xiaofei Sun
Analysis and Prediction of Flow-Induced Vibration of Convection Pipe for 200 t/h D Type Gas Boiler. Axioms 11 (4) (2022)
Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu
BertGCN: Transductive Text Classification by Combining GCN and BERT. CoRR (2021)
Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu
BertGCN: Transductive Text Classification by Combining GNN and BERT. ACL/IJCNLP (Findings) (2021)
Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li, Qing He
Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis. ACL/IJCNLP (Findings) (2021)
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li
ConRPG: Paraphrase Generation using Contexts as Regularizer. EMNLP (1) (2021)
Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li
Dependency Parsing as MRC-based Span-Span Prediction. CoRR (2021)
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. CoRR (2021)
Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
Layer-wise Model Pruning based on Mutual Information. CoRR (2021)
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. EMNLP (1) (2021)
Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li
Paraphrase Generation as Unsupervised Machine Translation. CoRR (2021)
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
Sentence Similarity Based on Contexts. CoRR (2021)
Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
Layer-wise Model Pruning based on Mutual Information. EMNLP (1) (2021)
Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang
Defending against Backdoor Attacks in Natural Language Generation. CoRR (2021)
Shuhe Wang, Yuxian Meng, Xiaoya Li, Xiaofei Sun, Rongbin Ouyang, Jiwei Li
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts. CoRR (2021)
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
Fast Nearest Neighbor Machine Translation. CoRR (2021)
Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tianwei Zhang, Jiwei Li
Parameter Estimation for the SEIR Model Using Recurrent Nets. CoRR (2021)
Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li
Interpreting Deep Learning Models in Natural Language Processing: A Review. CoRR (2021)
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
GNN-LM: Language Modeling based on Global Contexts via GNN. CoRR (2021)
Xiaofei Sun, Jiwei Li, Xiaoya Li, Ziyao Wang, Tianwei Zhang, Han Qiu, Fei Wu, Chun Fan
A General Framework for Defending Against Backdoor Attacks via Influence Graph. CoRR (2021)
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. CoRR (2021)
Xiaofei Sun, Jianming Li, Jialiang Ma, Huiqing Xu, Bin Chen, Yuefei Zhang, Tao Feng
Segmentation of overlapping chromosome images using U-Net with improved dilated convolutions. J. Intell. Fuzzy Syst. 40 (3) (2021)
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. CoRR (2021)
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. ACL/IJCNLP (1) (2021)
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Jun He
An MRC Framework for Semantic Role Labeling. CoRR (2021)
Shuhe Wang, Yuxian Meng, Xiaofei Sun, Fei Wu, Rongbin Ouyang, Rui Yan, Tianwei Zhang, Jiwei Li
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation. CoRR (2021)
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li
ConRPG: Paraphrase Generation using Contexts as Regularizer. CoRR (2021)
Xiaofei Sun, Ting Zhang, Lei Chen, Xiaoyang Wang, Jiakeng Tang
Construction of Dunhuang Cultural Heritage Knowledge Base: Take Cave 220 as an Example. ICADL (2020)
Xiaofei Sun, Chun Fan, Zijun Sun, Yuxian Meng, Fei Wu, Jiwei Li
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. CoRR (2020)
Zijun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li
Self-Explaining Structures Improve NLP Models. CoRR (2020)
Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li
Dice Loss for Data-imbalanced NLP Tasks. ACL (2020)
Yuefei Zhang, Bin Chen, Jinfei Wang, Jianming Li, Xiaofei Sun
APLCNet: Automatic Pixel-Level Crack Detection Network Based on Instance Segmentation. IEEE Access 8 (2020)
Zijun Sun, Chun Fan, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining. CoRR (2020)
Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, Jiwei Li
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts. CoRR (2020)
Xiaoya Li, Yuxian Meng, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL (1) (2019)
Yuxian Meng, Xiaoya Li, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? CoRR (2019)
Yingtao Tian, Haochen Chen, Bryan Perozzi, Muhao Chen, Xiaofei Sun, Steven Skiena
Social Relation Inference via Label Propagation. ECIR (1) (2019)
Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li
Glyce: Glyph-vectors for Chinese Character Representations. NeurIPS (2019)
Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li
Dice Loss for Data-imbalanced NLP Tasks. CoRR (2019)
Kangning Wang, Shaomin Li, Xiaofei Sun, Lu Lin
Modal regression statistical inference for longitudinal data semivarying coefficient models: Generalized estimating equations, empirical likelihood and variable selection. Comput. Stat. Data Anal. 133 (2019)
Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li
Glyce: Glyph-vectors for Chinese Character Representations. CoRR (2019)
Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena
Enhanced Network Embeddings via Exploiting Edge Labels. CoRR (2018)
Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena
Enhanced Network Embeddings via Exploiting Edge Labels. CIKM (2018)
Yang Li, Jing Jiang, Ting Liu, Minghui Qiu, Xiaofei Sun
Personalized Microtopic Recommendation on Microblogs. ACM Trans. Intell. Syst. Technol. 8 (6) (2017)
Xiaofei Sun, Jiang Guo, Xiao Ding, Ting Liu
A General Framework for Content-enhanced Network Representation Learning. CoRR (2016)
Yang Li, Jing Jiang, Ting Liu, Xiaofei Sun
Personalized Microtopic Recommendation with Rich Information. SMP (2015)
Xiaofei Sun, Xiao Ding, Ting Liu
Gender Identification on Social Media. SMP (2014)
Jinquan Wan, Mingzhi Huang, Yongwen Ma, Wenjie Guo, Yan Wang, Huiping Zhang, Weijiang Li, Xiaofei Sun
Prediction of effluent quality of a paper mill wastewater treatment using an adaptive network-based fuzzy inference system. Appl. Soft Comput. 11 (3) (2011)
Mingzhi Huang, Jinquan Wan, Yongwen Ma, Wang Yan, Weijiang Li, Xiaofei Sun
Control rules of aeration in a submerged biofilm wastewater treatment process using fuzzy neural networks. Expert Syst. Appl. 36 (7) (2009)