Dehua Cheng
RESEARCH SCIENTIST | MENLO PARK, UNITED STATES
Dehua works on machine learning problems in the field of personalization, which includes model training, compression, and AutoML. Prior to joining Facebook, Dehua graduated with a PhD in Computer Science at the University of Southern California, with a focus on machine learning.
Research Areas
Dehua's Publications
August 01, 2020
ML APPLICATIONS
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction
Dehua Cheng, Eric Zhou, Jiyan Yang, Yuandong Tian, Qingquan Song, Xia Hu
August 01, 2020
February 21, 2020
RESEARCH
SPEECH & AUDIO
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
Dehua Cheng, Hanning Zhou, Xue Feng, Hanpeng Liu, Michael Tsang, Yan Liu
February 21, 2020
Foundational models
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