Zhi-Hong Deng

About Zhi-Hong Deng

Zhi-Hong Deng, With an exceptional h-index of 34 and a recent h-index of 25 (since 2020), a distinguished researcher at Peking University, specializes in the field of deep learning, NLP, data/text mining.

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

Empowering Large Language Model Agents through Action Learning

Fact: Factor-tuning for lightweight adaptation on vision transformer

Retrieved Sequence Augmentation for Protein Representation Learning

Dual-Alignment Pre-training for Cross-lingual Sentence Embedding

Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy

Masked Image Modeling with Local Multi-Scale Reconstruction

Are More Layers Beneficial to Graph Transformers?

GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning

Zhi-Hong Deng Information

University

Position

School of Electronics Engineering and Computer Science

Citations(all)

6786

Citations(since 2020)

4209

Cited By

4134

hIndex(all)

34

hIndex(since 2020)

25

i10Index(all)

69

i10Index(since 2020)

44

Email

University Profile Page

Google Scholar

Zhi-Hong Deng Skills & Research Interests

deep learning

NLP

data/text mining

Top articles of Zhi-Hong Deng

Title

Journal

Author(s)

Publication Date

Empowering Large Language Model Agents through Action Learning

arXiv preprint arXiv:2402.15809

Haiteng Zhao

Chang Ma

Guoyin Wang

Jing Su

Lingpeng Kong

...

2024/2/24

Fact: Factor-tuning for lightweight adaptation on vision transformer

AAAI 2023

Shibo Jie

Zhi-Hong Deng

2023/6/26

Retrieved Sequence Augmentation for Protein Representation Learning

bioRxiv

Chang Ma

Haiteng Zhao

Lin Zheng

Jiayi Xin

Qintong Li

...

2023/2/23

Dual-Alignment Pre-training for Cross-lingual Sentence Embedding

Ziheng Li

Shaohan Huang

Zihan Zhang

Zhi-Hong Deng

Qiang Lou

...

2023/5/16

Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy

Shibo Jie

Haoqing Wang

Zhi-Hong Deng

2023

Masked Image Modeling with Local Multi-Scale Reconstruction

CVPR 2023 (Highlight)

Haoqing Wang

Yehui Tang

Yunhe Wang

Jianyuan Guo

Zhi-Hong Deng

...

2023/3/9

Are More Layers Beneficial to Graph Transformers?

Haiteng Zhao

Shuming Ma

Dongdong Zhang

Zhi-Hong Deng

Furu Wei

2023/5

GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning

Haiteng Zhao

Shengchao Liu

Chang Ma

Hannan Xu

Jie Fu

...

2023/8/30

Focus Your Attention when Few-Shot Classification

Haoqing Wang

Shibo Jie

Zhi-Hong Deng

2023/11/2

Towards well-generalizing meta-learning via adversarial task augmentation

Artificial Intelligence

Haoqing Wang

Huiyu Mai

Yuhang Gong

Zhi-Hong Deng

2023/4/1

Prefix-Tuning Based Unsupervised Text Style Transfer

EMNLP 2023

Huiyu Mai

Wenhao Jiang

Zhihong Deng

2023/10/23

Detachedly Learn a Classifier for Class-Incremental Learning

arXiv preprint arXiv:2302.11730

Ziheng Li

Shibo Jie

Zhi-Hong Deng

2023/2/23

Certified Robustness Against Natural Language Attacks by Causal Intervention

Haiteng Zhao

Chang Ma

Xinshuai Dong

Anh Tuan Luu

Zhi-Hong Deng

...

2022/5/24

Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework

arXiv preprint arXiv:2205.09347

Gehui Shen

Shibo Jie

Ziheng Li

Zhi-Hong Deng

2022/5/19

Alleviating Representational Shift for Continual Fine-tuning

Shibo Jie

Zhi-Hong Deng

Ziheng Li

2022

Contrastive prototypical network with Wasserstein confidence penalty

Haoqing Wang

Zhi-Hong Deng

2022/10/23

Rethinking minimal sufficient representation in contrastive learning

CVPR 2022

Haoqing Wang

Xun Guo

Zhi-Hong Deng

Yan Lu

2022

Convolutional bypasses are better vision transformer adapters

arXiv preprint arXiv:2207.07039

Shibo Jie

Zhi-Hong Deng

2022/7/14

Domain adaptation via maximizing surrogate mutual information

Haiteng Zhao

Chang Ma

Qinyu Chen

Zhihong Deng

2022

Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

Chang Ma

Song Zhang

Gehui Shen

Zhihong Deng

2022/6/28

See List of Professors in Zhi-Hong Deng University(Peking University)