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2020 – today
- 2024
[j7]Salvador V. Balkus, Donghui Yan:
Improving short text classification with augmented data using GPT-3. Nat. Lang. Eng. 30(5): 943-972 (2024)- 2023
- [j6]Mihir Mongia, Romel Baral, Abhinav Adduri, Donghui Yan, Yudong Liu, Yuying Bian, Paul Kim, Bahar Behsaz, Hosein Mohimani:
AdenPredictor: accurate prediction of the adenylation domain specificity of nonribosomal peptide biosynthetic gene clusters in microbial genomes. Bioinform. 39(Supplement-1): 40-46 (2023) - [i14]Rui Ming, Haiping Xu, Shannon E. Gibbs, Donghui Yan, Ming Shao:
A Deep Neural Network Based Approach to Building Budget-Constrained Models for Big Data Analysis. CoRR abs/2302.11707 (2023) - 2022
- [j5]Yuanchun Zhao, Jiachen Zuo, Yiming Shen
, Donghui Yan, Jiajia Chen, Xin Qi:
Identification of Novel Drugs Targeting Cell Cycle Regulators for the Treatment of High-Grade Serous Ovarian Cancer via Integrated Bioinformatics Analysis. Symmetry 14(7): 1403 (2022) - [i13]Salvador V. Balkus, Donghui Yan:
Improving Short Text Classification With Augmented Data Using GPT-3. CoRR abs/2205.10981 (2022) - 2021
- [j4]Donghui Yan, Zhiwei Qin, Songxiang Gu, Haiping Xu, Ming Shao:
Cost-sensitive selection of variables by ensemble of model sequences. Knowl. Inf. Syst. 63(5): 1069-1092 (2021) - [j3]Donghui Yan, Yingjie Wang, Jin Wang, Honggang Wang, Zhenpeng Li:
K-Nearest Neighbor Search by Random Projection Forests. IEEE Trans. Big Data 7(1): 147-157 (2021) - [j2]Donghui Yan, Yingjie Wang, Jin Wang, Guodong Wu, Honggang Wang:
Fast Communication-Efficient Spectral Clustering over Distributed Data. IEEE Trans. Big Data 7(1): 158-168 (2021) - [i12]Donghui Yan, Jian Zou, Zhenpeng Li:
Learning Low-dimensional Manifolds for Scoring of Tissue Microarray Images. CoRR abs/2102.11396 (2021)
2010 – 2019
- 2019
- [c7]Ke Alexander Wang, Xinran Bian, Pan Liu, Donghui Yan:
DC2: A Divide-and-conquer Algorithm for Large-scale Kernel Learning with Application to Clustering. IEEE BigData 2019: 5603-5610 - [i11]Donghui Yan, Zhiwei Qin, Songxiang Gu, Haiping Xu, Ming Shao:
Cost-sensitive Selection of Variables by Ensemble of Model Sequences. CoRR abs/1901.00456 (2019) - [i10]Donghui Yan, Yingjie Wang, Jin Wang, Guodong Wu, Honggang Wang:
Fast communication-efficient spectral clustering over distributed data. CoRR abs/1905.01596 (2019) - [i9]Donghui Yan, Ying Xu:
Learning over inherently distributed data. CoRR abs/1907.13208 (2019) - [i8]Donghui Yan, Songxiang Gu, Ying Xu, Zhiwei Qin:
Similarity Kernel and Clustering via Random Projection Forests. CoRR abs/1908.10506 (2019) - [i7]Ke Alexander Wang, Xinran Bian, Pan Liu, Donghui Yan:
DC2: A Divide-and-conquer Algorithm for Large-scale Kernel Learning with Application to Clustering. CoRR abs/1911.06944 (2019) - 2018
- [c6]Donghui Yan, Yingjie Wang, Jin Wang, Honggang Wang, Zhenpeng Li:
K-nearest Neighbor Search by Random Projection Forests. IEEE BigData 2018: 4775-4781 - [c5]Xiaochun Chen, Honggang Wang, Donghui Yan:
Clustering of Transcriptomic Data for Identification of Cancer Subtypes. FSDM 2018: 387-394 - [i6]Donghui Yan, Gary E. Davis:
The Turtleback Diagram for Conditional Probability. CoRR abs/1808.06884 (2018) - [i5]Donghui Yan, Timothy W. Randolph, Jian Zou, Peng Gong:
Incorporating Deep Features in the Analysis of Tissue Microarray Images. CoRR abs/1812.00887 (2018) - [i4]Donghui Yan, Yingjie Wang, Jin Wang, Honggang Wang, Zhenpeng Li:
K-nearest Neighbor Search by Random Projection Forests. CoRR abs/1812.11689 (2018) - 2013
- [j1]Donghui Yan, Aiyou Chen, Michael I. Jordan:
Cluster Forests. Comput. Stat. Data Anal. 66: 178-192 (2013) - 2011
- [i3]Donghui Yan, Peng Gong, Aiyou Chen, Liheng Zhong:
Classification under Data Contamination with Application to Remote Sensing Image Mis-registration. CoRR abs/1101.3594 (2011) - [i2]Donghui Yan, Pei Wang, Beatrice S. Knudsen, Michael Linden, Timothy W. Randolph:
Statistical Methods for Analyzing Tissue Microarray Images - Algorithmic Scoring and Co-training. CoRR abs/1102.0059 (2011) - [i1]Donghui Yan, Aiyou Chen, Michael I. Jordan:
Cluster Forests. CoRR abs/1104.2930 (2011)
2000 – 2009
- 2009
- [c4]Donghui Yan, Ling Huang, Michael I. Jordan:
Fast approximate spectral clustering. KDD 2009: 907-916 - 2008
- [c3]Ling Huang, Donghui Yan, Michael I. Jordan, Nina Taft:
Spectral Clustering with Perturbed Data. NIPS 2008: 705-712 - 2003
- [c2]Cyrus Shahabi, Donghui Yan:
Real-time Pattern Isolation and Recognition Over Immersive Sensor Data Streams. MMM 2003: 93-113 - [c1]Jacob Eisenstein, Shahram Ghandeharizadeh, Leana Golubchik, Cyrus Shahabi, Donghui Yan, Roger Zimmermann:
Device Independence and Extensibility in Gesture Recognition. VR 2003: 207-
Coauthor Index
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