MetaBalance: Improving Multi-Task Recommendations via Adapting Gradient Magnitudes of Auxiliary Tasks
Yun He, Xue Feng, Cheng Cheng, Geng Ji, Yunsong Guo, James Caverlee
People
Xue Feng
Research Scientist
I am a Research Scientist in Core Machine Learning Personalization at Facebook. Prior to joining Facebook, I did my PhD at CS AI Lab at MIT. My PhD research was on multimodal deep learning for robust speech recognition, and I am interested in Machine Learning in general.
Interests
Deep learning, applied machine learning, natural language processing & speech, and data science.
Latest Publications
TheWebConf - 2022
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu