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Fen Xia
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2020 – today
- 2023
- [j12]Fen Xia
, Hanrui Li
Minimally Invasive Hypoglossal Nerve Stimulator Enabled by ECG Sensor and WPT to Manage Obstructive Sleep Apnea. Sensors 23(21): 8882 (2023) - [j11]Yang Yu
MSVT: Multiple Spatiotemporal Views Transformer for DeepFake Video Detection. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4462-4471 (2023) - [c12]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: 1805-1810 - [i6]Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan:
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. CoRR abs/2305.18576 (2023) - 2022
- [c11]Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan:
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. COLING 2022: 3054-3063 - 2021
- [j10]Fen Xia
Clinical and Research Solutions to Manage Obstructive Sleep Apnea: A Review. Sensors 21(5): 1784 (2021) - [j9]Daning Cheng
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms. IEEE Trans. Parallel Distributed Syst. 32(7): 1702-1712 (2021)
2010 – 2019
- 2019
- [c10]Daning Cheng
Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO. ICTAI 2019: 440-447 - [i5]Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang:
The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters. CoRR abs/1910.11510 (2019) - 2018
- [c9]Hanqing Chao, Yuan Cao, Junping Zhang, Fen Xia, Ye Zhou, Hongming Shan
Population Density-Based Hospital Recommendation with Mobile LBS Big Data. BigComp 2018: 37-44 - [i4]Daning Cheng, Fen Xia, Shigang Li, Yunquan Zhang:
Asynchronous Parallel Sampling Gradient Boosting Decision Tree. CoRR abs/1804.04659 (2018) - [i3]Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang:
Using Known Information to Accelerate HyperParameters Optimization Based on SMBO. CoRR abs/1811.03322 (2018) - 2017
- [j8]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: 115:1-115:52 (2017) - [c8]Qian Yan, Chenlin Shen, Shoushan Li, Fen Xia, Zekai Du:
Domain-Specific Chinese Word Segmentation with Document-Level Optimization. NLPCC 2017: 353-365 - [c7]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: 1018-1025 - [i2]Hanqing Chao, Yuan Cao, Junping Zhang, Fen Xia, Ye Zhou, Hongming Shan:
Population Density-based Hospital Recommendation with Mobile LBS Big Data. CoRR abs/1708.00759 (2017) - 2016
- [j7]Ou Wu, Qiang You, Fen Xia, Lei Ma, Weiming Hu:
Listwise Learning to Rank from Crowds. ACM Trans. Knowl. Discov. Data 11(1): 4:1-4:39 (2016) - [j6]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): 1934-1939 (2016) - [i1]Shun Zheng, Fen Xia, Wei Xu, Tong Zhang:
A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization. CoRR abs/1604.03763 (2016) - 2015
- [c6]Tian Tian, Jun Zhu, Fen Xia, Xin Zhuang, Tong Zhang:
Crowd Fraud Detection in Internet Advertising. WWW 2015: 1100-1110 - 2014
- [c5]Chen Cheng, Fen Xia, Tong Zhang, Irwin King
Gradient boosting factorization machines. RecSys 2014: 265-272 - 2012
- [j5]Yongqing Wang, Wenji Mao, Daniel Zeng, Fen Xia:
Listwise approaches based on feature ranking discovery. Frontiers Comput. Sci. 6(6): 647-659 (2012) - 2010
- [c4]He Liu, Daniel Zeng, Fen Xia, Huiqian Li:
Bilinear models for item recommendation based on tags. SOLI 2010: 463-466
2000 – 2009
- 2009
- [j4]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): 1028-1034 (2009) - [j3]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): 1572-1581 (2009) - [c3]Fen Xia, Tie-Yan Liu, Hang Li:
Statistical Consistency of Top-k Ranking. NIPS 2009: 2098-2106 - 2008
- [j2]Fen Xia, Wensheng Zhang, Fuxin Li, Yanwu Yang:
Ranking with decision tree. Knowl. Inf. Syst. 17(3): 381-395 (2008) - [c2]Fen Xia, Tie-Yan Liu, Jue Wang, Wensheng Zhang, Hang Li:
Listwise approach to learning to rank: theory and algorithm. ICML 2008: 1192-1199 - 2007
- [c1]Fen Xia, Qing Tao, Jue Wang, Wensheng Zhang:
Recursive Feature Extraction for Ordinal Regression. IJCNN 2007: 78-83 - 2006
- [j1]Fen Xia, Wensheng Zhang, Jue Wang:
An Effective Tree-Based Algorithm for Ordinal Regression. IEEE Intell. Informatics Bull. 7(1): 22-26 (2006)
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