Search Results for author: Desheng Zhang

Found 4 papers, 1 papers with code

Where have you been? A Study of Privacy Risk for Point-of-Interest Recommendation

no code implementations28 Oct 2023 Kunlin Cai, Jinghuai Zhang, Will Shand, Zhiqing Hong, Guang Wang, Desheng Zhang, Jianfeng Chi, Yuan Tian

These attacks in our attack suite assume different adversary knowledge and aim to extract different types of sensitive information from mobility data, providing a holistic privacy risk assessment for POI recommendation models.

SPAP: Simultaneous Demand Prediction and Planning for Electric Vehicle Chargers in a New City

1 code implementation18 Oct 2021 Yizong Wang, Dong Zhao, Yajie Ren, Desheng Zhang, Huadong Ma

A direct idea is to leverage the urban transfer learning paradigm to learn the knowledge from a source city, then exploit it to predict charging demands, and meanwhile determine locations and amounts of slow/fast chargers for charging stations in the target city.

Domain Adaptation Transfer Learning

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