Weiyu Cheng

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

User Preferences

Latent Factor Models

Matrix Factorization

Recommender Systems

Top Venues

ACM Trans. Inf. Syst.

Publications

Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction. ACM Trans. Inf. Syst. 41 (3) (2023)
Shuming Kong, Weiyu Cheng, Yanyan Shen, Linpeng Huang
AutoSrh: An Embedding Dimensionality Search Framework for Tabular Data Prediction. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction. CoRR (2022)
Weiyu Cheng, Yanyan Shen, Linpeng Huang, Yanmin Zhu
Dual-Embedding based Deep Latent Factor Models for Recommendation. ACM Trans. Knowl. Discov. Data 15 (5) (2021)
Weiyu Cheng, Yanyan Shen, Linpeng Huang
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. AAAI (2020)
Weiyu Cheng, Yanyan Shen, Linpeng Huang
Differentiable Neural Input Search for Recommender Systems. CoRR (2020)
Weiyu Cheng, Yanyan Shen, Linpeng Huang, Yanmin Zhu
Incorporating Interpretability into Latent Factor Models via Fast Influence Analysis. KDD (2019)
Xuansheng Lu, Weiyu Cheng, Yanyan Shen, Yanmin Zhu
LADD: A Length-Adaptive Approach to Detecting Taxi Anomalous Detours. ICPADS (2019)
Weiyu Cheng, Yanyan Shen, Linpeng Huang
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. CoRR (2019)
Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
DELF: A Dual-Embedding based Deep Latent Factor Model for Recommendation. IJCAI (2018)
Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations. AAAI (2018)
Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
Explaining Latent Factor Models for Recommendation with Influence Functions. CoRR (2018)