Han Xiao

Han Xiao

Xiamen University

H-index: 7

Asia-China

About Han Xiao

Han Xiao, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Xiamen University, specializes in the field of Intelligence, Machine Learning, Knowledge Graph, Semantic Learning.

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

G-adapter: Towards structure-aware parameter-efficient transfer learning for graph transformer networks

Multi-level multilingual semantic alignment for zero-shot cross-lingual transfer learning

Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models

GamMa: Efficient Fine-Tuning of Pre-Trained Language Models Using Gradient Activation Mapping Masking

HiFi: High-information attention heads hold for parameter-efficient model adaptation

Hungarian layer: A novel interpretable neural layer for paraphrase identification

Neural decision tree towards fully functional neural graph

Han Xiao Information

University

Position

___

Citations(all)

1163

Citations(since 2020)

969

Cited By

558

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Xiamen University

Google Scholar

View Google Scholar Profile

Han Xiao Skills & Research Interests

Intelligence

Machine Learning

Knowledge Graph

Semantic Learning

Top articles of Han Xiao

Title

Journal

Author(s)

Publication Date

G-adapter: Towards structure-aware parameter-efficient transfer learning for graph transformer networks

Proceedings of the AAAI Conference on Artificial Intelligence

Anchun Gui

Jinqiang Ye

Han Xiao

2024/3/24

Multi-level multilingual semantic alignment for zero-shot cross-lingual transfer learning

Neural Networks

Anchun Gui

Han Xiao

2024/2/27

Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models

arXiv preprint arXiv:2402.16696

Anchun Gui

Jian Li

Yong Dai

Nan Du

Han Xiao

2024/2/26

GamMa: Efficient Fine-Tuning of Pre-Trained Language Models Using Gradient Activation Mapping Masking

Anchun Gui

Jinqiang Ye

Han Xiao

2023/6/18

HiFi: High-information attention heads hold for parameter-efficient model adaptation

arXiv preprint arXiv:2305.04573

Anchun Gui

Han Xiao

2023/5/8

Hungarian layer: A novel interpretable neural layer for paraphrase identification

Neural Networks

Han Xiao

2020/11/1

Neural decision tree towards fully functional neural graph

Unmanned Systems

Han Xiao

Ge Xu

2020/7/20

See List of Professors in Han Xiao University(Xiamen University)