Chun-Sung Ferng

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification, Adversarial Robustness in Machine Learning

Most-Cited Works

• → A Simple and Effective Positional Encoding for Transformers(2021)50 cited
• A linear ensemble of individual and blended models for music rating prediction(2011)
• A Two-Stage Ensemble of Diverse Models for Advertisement Ranking in KDD Cup 2012(2012)
• → Active Learning Using Hint Information(2015)17 cited
• Active Learning with Hinted Support Vector Machine(2012)
• → Multilabel Classification Using Error-Correcting Codes of Hard or Soft Bits(2013)15 cited
• → Neural Structured Learning: Training Neural Networks with Structured Signals(2021)14 cited
• An ensemble of three classifiers for KDD cup 2009: expanded linear model, heterogeneous boosting, and selective naïve Bayes(2009)
• Novel models and ensemble techniques to discriminate favorite items from unrated ones for personalized music recommendation(2011)
• → Finding Fast Transformers: One-Shot Neural Architecture Search by Component Composition(2020)12 cited