Fen Xia

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 19

Top Topics

Gradient Boosting

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Publications

Hui Zhu, Yongchun Lü, Qin Ma, Xunyi Zhou, Fen Xia, Guoqing Zhao, Ning Jiang, Xiaofang Zhao
Get a Head Start: Targeted Labeling at Source with Limited Annotation Overhead for Semi-Supervised Learning. ICME (2023)
Yang Yu, Rongrong Ni, Yao Zhao, Siyuan Yang, Fen Xia, Ning Jiang, Guoqing Zhao
MSVT: Multiple Spatiotemporal Views Transformer for DeepFake Video Detection. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Fen Xia, Hanrui Li, Yixi Li, Xing Liu, Yankun Xu, Chaoming Fang, Qiming Hou, Siyu Lin, Zhao Zhang, Jie Yang, Mohamad Sawan
Minimally Invasive Hypoglossal Nerve Stimulator Enabled by ECG Sensor and WPT to Manage Obstructive Sleep Apnea. Sensors 23 (21) (2023)
Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. CoRR (2023)
Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. COLING (2022)
Fen Xia, Mohamad Sawan
Clinical and Research Solutions to Manage Obstructive Sleep Apnea: A Review. Sensors 21 (5) (2021)
Daning Cheng, Shigang Li, Hanping Zhang, Fen Xia, Yunquan Zhang
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang
Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO. ICTAI (2019)
Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang
The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters. CoRR (2019)
Daning Cheng, Fen Xia, Shigang Li, Yunquan Zhang
Asynchronous Parallel Sampling Gradient Boosting Decision Tree. CoRR (2018)
Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang
Using Known Information to Accelerate HyperParameters Optimization Based on SMBO. CoRR (2018)
Hanqing Chao, Yuan Cao, Junping Zhang, Fen Xia, Ye Zhou, Hongming Shan
Population Density-Based Hospital Recommendation with Mobile LBS Big Data. BigComp (2018)
Shun Zheng, Jialei Wang, Fen Xia, Wei Xu, Tong Zhang
A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization. J. Mach. Learn. Res. 18 (2017)
Qian Yan, Chenlin Shen, Shoushan Li, Fen Xia, Zekai Du
Domain-Specific Chinese Word Segmentation with Document-Level Optimization. NLPCC (2017)
Yuhan Su, Zhongming Jin, Ying Chen, Xinghai Sun, Yaming Yang, Fangzheng Qiao, Fen Xia, Wei Xu
Improving click-through rate prediction accuracy in online advertising by transfer learning. WI (2017)
Hanqing Chao, Yuan Cao, Junping Zhang, Fen Xia, Ye Zhou, Hongming Shan
Population Density-based Hospital Recommendation with Mobile LBS Big Data. CoRR (2017)
Shun Zheng, Fen Xia, Wei Xu, Tong Zhang
A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization. CoRR (2016)
Ou Wu, Qiang You, Xue Mao, Fen Xia, Fei Yuan, Weiming Hu
Listwise Learning to Rank by Exploring Structure of Objects. IEEE Trans. Knowl. Data Eng. 28 (7) (2016)
Ou Wu, Qiang You, Fen Xia, Lei Ma, Weiming Hu
Listwise Learning to Rank from Crowds. ACM Trans. Knowl. Discov. Data 11 (1) (2016)
Tian Tian, Jun Zhu, Fen Xia, Xin Zhuang, Tong Zhang
Crowd Fraud Detection in Internet Advertising. WWW (2015)
Chen Cheng, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu
Gradient boosting factorization machines. RecSys (2014)
Yongqing Wang, Wenji Mao, Daniel Zeng, Fen Xia
Listwise approaches based on feature ranking discovery. Frontiers Comput. Sci. 6 (6) (2012)
He Liu, Daniel Zeng, Fen Xia, Huiqian Li
Bilinear models for item recommendation based on tags. SOLI (2010)
Huiqian Li, Fen Xia, Daniel Zeng, Fei-Yue Wang, Wenji Mao
Exploring Social Annotations with the Application to Web Page Recommendation. J. Comput. Sci. Technol. 24 (6) (2009)
Fen Xia, Tie-Yan Liu, Hang Li
Statistical Consistency of Top-k Ranking. NIPS (2009)
Fen Xia, Yanwu Yang, Liang Zhou, Fuxin Li, Min Cai, Daniel Dajun Zeng
A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning. Pattern Recognit. 42 (7) (2009)
Fen Xia, Tie-Yan Liu, Jue Wang, Wensheng Zhang, Hang Li
Listwise approach to learning to rank: theory and algorithm. ICML (2008)
Fen Xia, Wensheng Zhang, Fuxin Li, Yanwu Yang
Ranking with decision tree. Knowl. Inf. Syst. 17 (3) (2008)
Fen Xia, Qing Tao, Jue Wang, Wensheng Zhang
Recursive Feature Extraction for Ordinal Regression. IJCNN (2007)
Fen Xia, Wensheng Zhang, Jue Wang
An Effective Tree-Based Algorithm for Ordinal Regression. IEEE Intell. Informatics Bull. 7 (1) (2006)