Fen Xia

According to our database, Fen Xia authored at least 28 papers between 2006 and 2023.

Collaborative distances:

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

2023

Minimally Invasive Hypoglossal Nerve Stimulator Enabled by ECG Sensor and WPT to Manage Obstructive Sleep Apnea.

Fen Xia, Hanrui Li, Yixi Li, Xing Liu, Yankun Xu, Chaoming Fang, Qiming Hou, Siyu Lin, Zhao Zhang, Jie Yang, Mohamad Sawan

Sensors, November, 2023

MSVT: Multiple Spatiotemporal Views Transformer for DeepFake Video Detection.

Yang Yu, Rongrong Ni, Yao Zhao, Siyuan Yang, Fen Xia, Ning Jiang, Guoqing Zhao

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Get a Head Start: Targeted Labeling at Source with Limited Annotation Overhead for Semi-Supervised Learning.

Hui Zhu, Yongchun Lü, Qin Ma, Xunyi Zhou, Fen Xia, Guoqing Zhao, Ning Jiang, Xiaofang Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding.

Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms.

Daning Cheng, Shigang Li, Hanping Zhang, Fen Xia, Yunquan Zhang

IEEE Trans. Parallel Distributed Syst., 2021

Clinical and Research Solutions to Manage Obstructive Sleep Apnea: A Review.

Fen Xia, Mohamad Sawan

Sensors, 2021

2019

The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters.

Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang

CoRR, 2019

Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO.

Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Using Known Information to Accelerate HyperParameters Optimization Based on SMBO.

Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang

CoRR, 2018

Asynchronous Parallel Sampling Gradient Boosting Decision Tree.

Daning Cheng, Fen Xia, Shigang Li, Yunquan Zhang

CoRR, 2018

Population Density-Based Hospital Recommendation with Mobile LBS Big Data.

Hanqing Chao, Yuan Cao, Junping Zhang, Fen Xia, Ye Zhou, Hongming Shan

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization.

Shun Zheng, Jialei Wang, Fen Xia, Wei Xu, Tong Zhang

J. Mach. Learn. Res., 2017

Improving click-through rate prediction accuracy in online advertising by transfer learning.

Yuhan Su, Zhongming Jin, Ying Chen, Xinghai Sun, Yaming Yang, Fangzheng Qiao, Fen Xia, Wei Xu

Proceedings of the International Conference on Web Intelligence, 2017

Domain-Specific Chinese Word Segmentation with Document-Level Optimization.

Qian Yan, Chenlin Shen, Shoushan Li, Fen Xia, Zekai Du

Proceedings of the Natural Language Processing and Chinese Computing, 2017

2016

Listwise Learning to Rank by Exploring Structure of Objects.

Ou Wu, Qiang You, Xue Mao, Fen Xia, Fei Yuan, Weiming Hu

IEEE Trans. Knowl. Data Eng., 2016

Listwise Learning to Rank from Crowds.

Ou Wu, Qiang You, Fen Xia, Lei Ma, Weiming Hu

ACM Trans. Knowl. Discov. Data, 2016

A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization.

Shun Zheng, Fen Xia, Wei Xu, Tong Zhang

CoRR, 2016

2015

Crowd Fraud Detection in Internet Advertising.

Tian Tian, Jun Zhu, Fen Xia, Xin Zhuang, Tong Zhang

Proceedings of the 24th International Conference on World Wide Web, 2015

2014

Gradient boosting factorization machines.

Chen Cheng, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

2012

Listwise approaches based on feature ranking discovery.

Yongqing Wang, Wenji Mao, Daniel Zeng, Fen Xia

Frontiers Comput. Sci., 2012

2010

Bilinear models for item recommendation based on tags.

He Liu, Daniel Zeng, Fen Xia, Huiqian Li

Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, 2010

2009

A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning.

Fen Xia, Yanwu Yang, Liang Zhou, Fuxin Li, Min Cai, Daniel Dajun Zeng

Pattern Recognit., 2009

Exploring Social Annotations with the Application to Web Page Recommendation.

Huiqian Li, Fen Xia, Daniel Zeng, Fei-Yue Wang, Wenji Mao

J. Comput. Sci. Technol., 2009

Statistical Consistency of Top-k Ranking.

Fen Xia, Tie-Yan Liu, Hang Li

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008

Ranking with decision tree.

Fen Xia, Wensheng Zhang, Fuxin Li, Yanwu Yang

Knowl. Inf. Syst., 2008

Listwise approach to learning to rank: theory and algorithm.

Fen Xia, Tie-Yan Liu, Jue Wang, Wensheng Zhang, Hang Li

Proceedings of the Machine Learning, 2008

2007

Recursive Feature Extraction for Ordinal Regression.

Fen Xia, Qing Tao, Jue Wang, Wensheng Zhang

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

An Effective Tree-Based Algorithm for Ordinal Regression.

Fen Xia, Wensheng Zhang, Jue Wang

IEEE Intell. Informatics Bull., 2006