Huixin Zhan

Huixin Zhan

Texas Tech University

H-index: 4

North America-United States

About Huixin Zhan

Huixin Zhan, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Texas Tech University, specializes in the field of Machine learning, Reinforcement learning.

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

Efficient and Scalable Fine-Tune of Language Models for Genome Understanding

Group Lasso with Checkpoints Selection for Biological Data Regression

Defense Against Adversarial Attacks for Neural Representations of Text

Robust Sparse Online Learning for Data Streams with Streaming Features

Parameter-Efficient Fine-Tune on Open Pre-trained Transformers for Genomic Sequence

Simplex2vec Backward: From Vectors Back to Simplicial Complex

Attacks and Defenses in Privacy-Preserving Representation Learning

Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract)

Huixin Zhan Information

University

Position

___

Citations(all)

73

Citations(since 2020)

73

Cited By

5

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Huixin Zhan Skills & Research Interests

Machine learning

Reinforcement learning

Top articles of Huixin Zhan

Efficient and Scalable Fine-Tune of Language Models for Genome Understanding

arXiv preprint arXiv:2402.08075

2024/2/12

Group Lasso with Checkpoints Selection for Biological Data Regression

2023

Huixin Zhan
Huixin Zhan

H-Index: 1

Yifan Wang
Yifan Wang

H-Index: 10

Defense Against Adversarial Attacks for Neural Representations of Text

2024/1/3

Robust Sparse Online Learning for Data Streams with Streaming Features

2024

Parameter-Efficient Fine-Tune on Open Pre-trained Transformers for Genomic Sequence

2023/10/27

Huixin Zhan
Huixin Zhan

H-Index: 1

Simplex2vec Backward: From Vectors Back to Simplicial Complex

2023/10/21

Attacks and Defenses in Privacy-Preserving Representation Learning

2023/8

Huixin Zhan
Huixin Zhan

H-Index: 1

Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

2023/9/6

Huixin Zhan
Huixin Zhan

H-Index: 1

Kun Zhang
Kun Zhang

H-Index: 13

Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Huixin Zhan
Huixin Zhan

H-Index: 1

Towards fair and selectively privacy-preserving models using negative multi-task learning (student abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Huixin Zhan
Huixin Zhan

H-Index: 1

Mitigate gender bias using negative multi-task learning

Neural Processing Letters

2023/12

Huixin Zhan
Huixin Zhan

H-Index: 1

ProPath: Disease-Specific Protein Language Model for Variant Pathogenicity

2023/11/6

Huixin Zhan
Huixin Zhan

H-Index: 1

Zijun Zhang
Zijun Zhang

H-Index: 26

Defending the Graph Reconstruction Attacks for Simplicial Neural Networks

2023/10/9

Uncovering Anime Insights: Enhancing Classification Models Through Decision Trees and TF-IDF Embeddings

2023/10/19

Huixin Zhan
Huixin Zhan

H-Index: 1

Yifan Wang
Yifan Wang

H-Index: 10

Proximal Cost-sensitive Sparse Group Online Learning

2022/12/17

Projection dual averaging based second-order online learning

2022/11/28

Towards explainable summary of crowdsourced reviews through text mining

2022/7/4

Chenyi Hu
Chenyi Hu

H-Index: 7

Huixin Zhan
Huixin Zhan

H-Index: 1

Anomaly detection in crowdsourced work with interval-valued labels

2022/7/4

Chenyi Hu
Chenyi Hu

H-Index: 7

Huixin Zhan
Huixin Zhan

H-Index: 1

HGATs: Hierarchical Graph Attention Networks for Multiple Comments Integration

2021/11/8

New Threats to Privacy-preserving Text Representations

2022/1/4

See List of Professors in Huixin Zhan University(Texas Tech University)

Co-Authors

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