Bin Liu

Orcid: 0000-0002-9637-7448

Affiliations:
  • ByteDance Inc, Beijing, China
  • Tsinghua University, Department of Computer Science and Technology, Beijing, China (former)


According to our database1, Bin Liu authored at least 8 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
I-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems.
IEEE Trans. Knowl. Data Eng., September, 2024

2022
AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction.
IEEE Trans. Knowl. Data Eng., 2022

i-Razor: A Neural Input Razor for Feature Selection and Dimension Search in Large-Scale Recommender Systems.
CoRR, 2022

2020
AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

AutoFeature: Searching for Feature Interactions and Their Architectures for Click-through Rate Prediction.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction.
Proceedings of the World Wide Web Conference, 2019

2017
A Two-step Information Accumulation Strategy for Learning from Highly Imbalanced Data.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017


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