Search Results for author: yuhao deng

Found 6 papers, 1 papers with code

A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems

1 code implementation23 Feb 2022 Yan Lyu, Sunhao Dai, Peng Wu, Quanyu Dai, yuhao deng, Wenjie Hu, Zhenhua Dong, Jun Xu, Shengyu Zhu, Xiao-Hua Zhou

To better support the studies of causal inference and further explanations in recommender systems, we propose a novel semi-synthetic data generation framework for recommender systems where causal graphical models with missingness are employed to describe the causal mechanism of practical recommendation scenarios.

Causal Inference Descriptive +2

On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges

no code implementations18 Jan 2022 Peng Wu, Haoxuan Li, yuhao deng, Wenjie Hu, Quanyu Dai, Zhenhua Dong, Jie Sun, Rui Zhang, Xiao-Hua Zhou

Recently, recommender system (RS) based on causal inference has gained much attention in the industrial community, as well as the states of the art performance in many prediction and debiasing tasks.

Causal Inference Recommendation Systems

Sublimable Materials Facilitate the Sample Preparation for Transmission Electron Microscopy

no code implementations20 Sep 2020 yuhao deng

Sublimable materials facilitate the TEM sample preparation of oil-soluble nanomaterials.

High-performance photodetector based on centimeter-scale perovskite single-crystalline thin film

no code implementations20 Jul 2020 yuhao deng

They have been used in a variety of devices with performance approaching or over the devices based on conventional materials.

Vocal Bursts Intensity Prediction

10000 gain of perovskite photodetector based on large-scale high-quality single-crystalline thin film

no code implementations12 Jul 2020 yuhao deng

They have been used in a variety of devices with performance approaching or over the devices based on conventional materials.

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