Han Xiao

15 papers A* 2A 2B 1C 2Journal 3Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
Support Vector Machines under Adversarial Label Contamination.
CoRR
Huang Xiao, Battista Biggio, Blaine Nelson, Han Xiao, Claudia Eckert, Fabio Roli
2017 — conf
A Classification Model for Diverse and Noisy Labelers.
PAKDD (1)
Hao-En Sung, Cheng-Kuan Chen, Han Xiao, Shou-De Lin
2015 J jnl
Feature Selection and Extraction for Malware Classification.
J. Inf. Sci. Eng.
Chih-Ta Lin, Nai-Jian Wang, Han Xiao, Claudia Eckert
2015 — —
From Adversarial Learning to Reliable and Scalable Learning.
Han Xiao
2015 B conf
Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settings.
DSAA
Han Xiao, Shou-De Lin, Mi-Yen Yeh, Phillip B. Gibbons, Claudia Eckert
2015 J jnl
Support vector machines under adversarial label contamination.
Neurocomputing
Huang Xiao, Battista Biggio, Blaine Nelson, Han Xiao, Claudia Eckert, Fabio Roli
2013 A* conf
Efficient Online Sequence Prediction with Side Information.
ICDM
Han Xiao, Claudia Eckert
2013 A* conf
Lazy Gaussian Process Committee for Real-Time Online Regression.
AAAI
Han Xiao, Claudia Eckert
2013 — conf
Learning from Multiple Observers with Unknown Expertise.
PAKDD (1)
Han Xiao, Huang Xiao, Claudia Eckert
2013 A conf
OPARS: Objective Photo Aesthetics Ranking System.
ECIR
Huang Xiao, Han Xiao, Claudia Eckert
2012 A conf
Adversarial Label Flips Attack on Support Vector Machines.
ECAI
Han Xiao, Huang Xiao, Claudia Eckert
2012 — conf
Evasion Attack of Multi-class Linear Classifiers.
PAKDD (1)
Han Xiao, Thomas Stibor, Claudia Eckert
2010 C conf
Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation.
ACML
Han Xiao, Thomas Stibor
2009 — conf
Constructing Parallel Corpus from Movie Subtitles.
ICCPOL
Han Xiao, Xiaojie Wang
2009 C conf
Injecting Structured Data to Generative Topic Model in Enterprise Settings.
ACML
Han Xiao, Xiaojie Wang, Chao Du