Search Results for author: Zhenrui Yue

Found 4 papers, 3 papers with code

Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation

no code implementations29 Mar 2022 Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang

Modern smart sensor-based energy management systems leverage non-intrusive load monitoring (NILM) to predict and optimize appliance load distribution in real-time.

Inductive Bias Management +1

Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction

1 code implementation1 Sep 2021 Zhenrui Yue, Zhankui He, Huimin Zeng, Julian McAuley

Under this setting, we propose an API-based model extraction method via limited-budget synthetic data generation and knowledge distillation.

Data Poisoning Knowledge Distillation +4

Contrastive Domain Adaptation for Question Answering using Limited Text Corpora

1 code implementation EMNLP 2021 Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel

Here, we train a QA system on both source data and generated data from the target domain with a contrastive adaptation loss that is incorporated in the training objective.

Domain Adaptation Question Answering +1

Cannot find the paper you are looking for? You can Submit a new open access paper.