Guilin Li

About Guilin Li

Guilin Li, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of machine learning, deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generative Pretraining at Scale: Transformer-Based Encoding of Transactional Behavior for Fraud Detection

CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender Systems

Dropnas: Grouped operation dropout for differentiable architecture search

Autofis: Automatic feature interaction selection in factorization models for click-through rate prediction

Bayesian optimal designs for efficient estimation of the optimum point with generalised linear models

Residual distillation: Towards portable deep neural networks without shortcuts

Revisiting knowledge distillation via label smoothing regularization

Guilin Li Information

University

Position

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Citations(all)

895

Citations(since 2020)

892

Cited By

145

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Guilin Li Skills & Research Interests

machine learning

deep learning

Top articles of Guilin Li

Generative Pretraining at Scale: Transformer-Based Encoding of Transactional Behavior for Fraud Detection

arXiv preprint arXiv:2312.14406

2023/12/22

CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender Systems

2022/10/17

Dropnas: Grouped operation dropout for differentiable architecture search

IJICAI

2022/1/27

Autofis: Automatic feature interaction selection in factorization models for click-through rate prediction

2020/8/23

Bayesian optimal designs for efficient estimation of the optimum point with generalised linear models

Quality Technology & Quantitative Management

2020/1/2

Guilin Li
Guilin Li

H-Index: 6

Residual distillation: Towards portable deep neural networks without shortcuts

Advances in Neural Information Processing Systems

2020

Revisiting knowledge distillation via label smoothing regularization

CVPR Oral 2020

2020

See List of Professors in Guilin Li University(National University of Singapore)

Co-Authors

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