Search Results for author: Yan Zhong

Found 5 papers, 2 papers with code

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation

1 code implementation22 Nov 2023 Xingyu Wu, Yan Zhong, Jibin Wu, Bingbing Jiang, Kay Chen Tan

The high-dimensional algorithm representation extracted by LLM, after undergoing a feature selection module, is combined with the problem representation and passed to the similarity calculation module.

AutoML Language Modelling +1

RCP-RF: A Comprehensive Road-car-pedestrian Risk Management Framework based on Driving Risk Potential Field

1 code implementation4 May 2023 Shuhang Tan, Zhiling Wang, Yan Zhong

Recent years have witnessed the proliferation of traffic accidents, which led wide researches on Automated Vehicle (AV) technologies to reduce vehicle accidents, especially on risk assessment framework of AV technologies.

Management

TC-SKNet with GridMask for Low-complexity Classification of Acoustic scene

no code implementations5 Oct 2022 Luyuan Xie, Yan Zhong, Lin Yang, Zhaoyu Yan, Zhonghai Wu, Junjie Wang

In our experiments, the performance gain brought by GridMask is stronger than spectrum augmentation in ASCs.

AutoML Data Augmentation

Multi-label Causal Variable Discovery: Learning Common Causal Variables and Label-specific Causal Variables

no code implementations9 Nov 2020 Xingyu Wu, Bingbing Jiang, Yan Zhong, Huanhuan Chen

Analyzing these mechanisms, we provide the theoretical property of common causal variables, based on which the discovery and distinguishing algorithm is designed to identify these two types of variables.

feature selection

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