Injecting Structured Data to Generative Topic Model in Enterprise Settings. - Han Xiao 002; Xiaojie Wang 006; Chao Du (ACML, 2009)

Constructing Parallel Corpus from Movie Subtitles. - Han Xiao 002; Xiaojie Wang 006 (ICCPOL, 2009)

Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation. - Han Xiao 002; Thomas Stibor (ACML, 2010)

Adversarial Label Flips Attack on Support Vector Machines. - Han Xiao 002; Huang Xiao; Claudia Eckert 001 (ECAI, 2012)

Evasion Attack of Multi-class Linear Classifiers. - Han Xiao 002; Thomas Stibor; Claudia Eckert 001 (PAKDD (1), 2012)

Lazy Gaussian Process Committee for Real-Time Online Regression. - Han Xiao 002; Claudia Eckert 001 (AAAI, 2013)

OPARS: Objective Photo Aesthetics Ranking System. - Huang Xiao; Han Xiao 002; Claudia Eckert 001 (ECIR, 2013)

Efficient Online Sequence Prediction with Side Information. - Han Xiao 002; Claudia Eckert 001 (ICDM, 2013)

Learning from Multiple Observers with Unknown Expertise. - Han Xiao 002; Huang Xiao; Claudia Eckert 001 (PAKDD (1), 2013)

Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settings. - Han Xiao 002; Shou-De Lin; Mi-Yen Yeh; Phillip B. Gibbons; Claudia Eckert 001 (DSAA, 2015)

Support vector machines under adversarial label contamination. - Huang Xiao; Battista Biggio; Blaine Nelson; Han Xiao 002; Claudia Eckert 001; Fabio Roli (Neurocomputing, 2015)

Feature Selection and Extraction for Malware Classification. - Chih-Ta Lin; Nai-Jian Wang; Han Xiao 002; Claudia Eckert 001 (J. Inf. Sci. Eng., 2015)

From Adversarial Learning to Reliable and Scalable Learning. - Han Xiao 002 (2015)

A Classification Model for Diverse and Noisy Labelers. - Hao-En Sung; Cheng-Kuan Chen; Han Xiao 002; Shou-De Lin (PAKDD (1), 2017)