Shou-De Lin

Shou-De Lin

National Taiwan University

H-index: 33

Asia-Taiwan

About Shou-De Lin

Shou-De Lin, With an exceptional h-index of 33 and a recent h-index of 23 (since 2020), a distinguished researcher at National Taiwan University, specializes in the field of data mining, machine learning, social network analysis, natural language processing.

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

LinearAPT: An Adaptive Algorithm for the Fixed-Budget Thresholding Linear Bandit Problem

Text-centric Alignment for Multi-Modality Learning

Handling Concept Drift in Non-stationary Bandit Through Predicting Future Rewards

lil’HDoC: an algorithm for good arm identification under small threshold gap

Toward more generalized malicious url detection models

UPGAT: Uncertainty-Aware Pseudo-neighbor Augmented Knowledge Graph Attention Network

GraphFC: Customs Fraud Detection with Label Scarcity

Exposing the Functionalities of Neurons for Gated Recurrent Unit Based Sequence-to-Sequence Model

Shou-De Lin Information

University

Position

Professor of Computer Science Department

Citations(all)

3848

Citations(since 2020)

2022

Cited By

2638

hIndex(all)

33

hIndex(since 2020)

23

i10Index(all)

78

i10Index(since 2020)

43

Email

University Profile Page

National Taiwan University

Google Scholar

View Google Scholar Profile

Shou-De Lin Skills & Research Interests

data mining

machine learning

social network analysis

natural language processing

Top articles of Shou-De Lin

Title

Journal

Author(s)

Publication Date

LinearAPT: An Adaptive Algorithm for the Fixed-Budget Thresholding Linear Bandit Problem

arXiv preprint arXiv:2403.06230

Yun-Ang Wu

Yun-Da Tsai

Shou-De Lin

2024/3/10

Text-centric Alignment for Multi-Modality Learning

arXiv preprint arXiv:2402.08086

Yun-Da Tsai

Ting-Yu Yen

Pei-Fu Guo

Zhe-Yan Li

Shou-De Lin

2024/2/12

Handling Concept Drift in Non-stationary Bandit Through Predicting Future Rewards

Yun-Da Tsai

Shou-De Lin

2024/4/28

lil’HDoC: an algorithm for good arm identification under small threshold gap

Tzu-Hsien Tsai

Yun-Da Tsai

Shou-De Lin

2024/4/25

Toward more generalized malicious url detection models

Proceedings of the AAAI Conference on Artificial Intelligence

Yun-Da Tsai

Cayon Liow

Yin Sheng Siang

Shou-De Lin

2024/3/24

UPGAT: Uncertainty-Aware Pseudo-neighbor Augmented Knowledge Graph Attention Network

Yen-Ching Tseng

Zu-Mu Chen

Mi-Yen Yeh

Shou-De Lin

2023/5/25

GraphFC: Customs Fraud Detection with Label Scarcity

Karandeep Singh

Yu-Che Tsai

Cheng-Te Li

Meeyoung Cha

Shou-De Lin

2023/10/21

Exposing the Functionalities of Neurons for Gated Recurrent Unit Based Sequence-to-Sequence Model

arXiv preprint arXiv:2303.15072

Yi-Ting Lee

Da-Yi Wu

Chih-Chun Yang

Shou-De Lin

2023/3/27

PSGText: Stroke-Guided Scene Text Editing with PSP Module

arXiv preprint arXiv:2310.13366

Felix Liawi

Yun-Da Tsai

Guan-Lun Lu

Shou-De Lin

2023/10/20

Differential Good Arm Identification

arXiv preprint arXiv:2303.07154

Yun-Da Tsai

Tzu-Hsien Tsai

Shou-De Lin

2023/3/13

Fast Conditional Intervention in Algorithmic Recourse with Reinforcement Learning

Chiung-Yu Chang

Keng-Te Liao

Mi-Yen Yeh

Shou-De Lin

2023/10/13

Self-supervised Multimodal Representation Learning for Product Identification and Retrieval

2023/3/23

Towards optimizing with large language models

arXiv preprint arXiv:2310.05204

Pei-Fu Guo

Ying-Hsuan Chen

Yun-Da Tsai

Shou-De Lin

2023/10/8

Learning Privacy-Preserving Embeddings for Image Data to Be Published

ACM Transactions on Intelligent Systems and Technology

Chu-Chen Li

Cheng-Te Li

Shou-De Lin

2023/11/14

Automl-gpt: Large language model for automl

arXiv preprint arXiv:2309.01125

Yun-Da Tsai

Yu-Che Tsai

Bo-Wei Huang

Chun-Pai Yang

Shou-De Lin

2023/9/3

Pseudo Triplet Networks for Classification Tasks with Cross-Source Feature Incompleteness

Cayon Liow

Cheng-Te Li

Chun-Pai Yang

Shou-De Lin

2023/10/21

Towards ℓ1 Regularization for Deep Neural Networks: Model Sparsity Versus Task Difficulty

Ta-Chun Shen

Chun-Pai Yang

Ian En-Hsu Yen

Shou-De Lin

2022/10/13

Conditional Sentence Rephrasing without Parallel Training Corpus

Yen-Ting Lee

Cheng-Te Li

Shou-De Lin

2022/7/18

SMITH: A Self-supervised Downstream-Aware Framework for Missing Testing Data Handling

Chih-Chun Yang

Cheng-Te Li

Shou-De Lin

2022/5/11

Environment Diversification with Multi-head Neural Network for Invariant Learning

Advances in Neural Information Processing Systems

Bo-Wei Huang

Keng-Te Liao

Chang-Sheng Kao

Shou-De Lin

2022/12/6

See List of Professors in Shou-De Lin University(National Taiwan University)