Qi Zhu

Qi Zhu

University of Illinois at Urbana-Champaign

H-index: 14

North America-United States

About Qi Zhu

Qi Zhu, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Graph Representation Learning, Machine Learning, Data Mining.

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

Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns

Can GNN be Good Adapter for LLMs?

May the force be with you: Unified force-centric pre-training for 3d molecular conformations

PolyGET: Accelerating Polymer Simulations by Accurate and Generalizable Forcefield with Equivariant Transformer

Explaining and adapting graph conditional shift

Patton: Language model pretraining on text-rich networks

The effect of metadata on scientific literature tagging: A cross-field cross-model study

Shift-Robust Node Classification via Graph Clustering Co-training

Qi Zhu Information

University

Position

___

Citations(all)

779

Citations(since 2020)

741

Cited By

262

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Qi Zhu Skills & Research Interests

Graph Representation Learning

Machine Learning

Data Mining

Top articles of Qi Zhu

Title

Journal

Author(s)

Publication Date

Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns

Proceedings of the AAAI Conference on Artificial Intelligence

Yifei Sun

Qi Zhu

Yang Yang

Chunping Wang

Tianyu Fan

...

2024/3/24

Can GNN be Good Adapter for LLMs?

arXiv preprint arXiv:2402.12984

Xuanwen Huang

Kaiqiao Han

Yang Yang

Dezheng Bao

Quanjin Tao

...

2024/2/20

May the force be with you: Unified force-centric pre-training for 3d molecular conformations

Advances in Neural Information Processing Systems

Rui Feng

Qi Zhu

Huan Tran

Binghong Chen

Aubrey Toland

...

2024/2/13

PolyGET: Accelerating Polymer Simulations by Accurate and Generalizable Forcefield with Equivariant Transformer

arXiv preprint arXiv:2309.00585

Rui Feng

Huan Tran

Aubrey Toland

Binghong Chen

Qi Zhu

...

2023/9/1

Explaining and adapting graph conditional shift

arXiv preprint arXiv:2306.03256

Qi Zhu

Yizhu Jiao

Natalia Ponomareva

Jiawei Han

Bryan Perozzi

2023/6/5

Patton: Language model pretraining on text-rich networks

arXiv preprint arXiv:2305.12268

Bowen Jin

Wentao Zhang

Yu Zhang

Yu Meng

Xinyang Zhang

...

2023/5/20

The effect of metadata on scientific literature tagging: A cross-field cross-model study

Yu Zhang

Bowen Jin

Qi Zhu

Yu Meng

Jiawei Han

2023/4/30

Shift-Robust Node Classification via Graph Clustering Co-training

Qi Zhu

Chao Zhang

Chanyoung Park

Carl Yang

Jiawei Han

2022/11/22

Can Single-Pass Contrastive Learning Work for Both Homophilic and Heterophilic Graph?

Haonan Wang

Jieyu Zhang

Qi Zhu

Wei Huang

2022/9/29

Heterformer: A transformer architecture for node representation learning on heterogeneous text-rich networks

arXiv preprint arXiv:2205.10282

Bowen Jin

Yu Zhang

Qi Zhu

Jiawei Han

2022

A Critical Review of non-Darcian Flow and Future Challenges

Zhang Wen

Qi Zhu

Hongbin Zhan

Guanhua Huang

Quanrong Wang

2022/11/23

Anomaly detection of isolating switch based on single shot multibox detector and improved frame differencing

Smart Structures and Systems

Yuanfeng Duan

Qi Zhu

Hongmei Zhang

Wei Wei

Chung Bang Yun

2021/12/1

Sumdocs: Surrounding-aware unsupervised multi-document summarization

Qi Zhu

Fang Guo

Jingjing Tian

Yuning Mao

Jiawei Han

2021

Shift-robust gnns: Overcoming the limitations of localized graph training data

Advances in Neural Information Processing Systems

Qi Zhu

Natalia Ponomareva

Jiawei Han

Bryan Perozzi

2021/12/6

Transfer learning of graph neural networks with ego-graph information maximization

Advances in Neural Information Processing Systems

Qi Zhu

Carl Yang

Yidan Xu

Haonan Wang

Chao Zhang

...

2021/12/6

Collective knowledge graph multi-type entity alignment

Qi Zhu

Hao Wei

Bunyamin Sisman

Da Zheng

Christos Faloutsos

...

2020

Unsupervised differentiable multi-aspect network embedding

Chanyoung Park

Carl Yang

Qi Zhu

Donghyun Kim

Hwanjo Yu

...

2020/8/23

Collective multi-type entity alignment between knowledge graphs

Qi Zhu

Hao Wei

Bunyamin Sisman

Da Zheng

Christos Faloutsos

...

2020/4/20

Systems and methods for articulated pose estimation

2020/1/14

See List of Professors in Qi Zhu University(University of Illinois at Urbana-Champaign)

Co-Authors

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