CUFinder

Hanghang Tong

About Hanghang Tong

Hanghang Tong, With an exceptional h-index of 66 and a recent h-index of 47 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Large Scale Data Mining, Graph Mining, Social Networks, Healthcare, Multimedia.

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

Bemap: Balanced message passing for fair graph neural network

Heterogeneous Contrastive Learning for Foundation Models and Beyond

Hierarchical Multi-Marginal Optimal Transport for Network Alignment

Sterling: Synergistic representation learning on bipartite graphs

Trustworthy Graph Neural Networks: Aspects, Methods, and Trends

Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs

Ginkgo-P: General Illustrations of Knowledge Graphs for Openness as a Platform

Soft Reasoning on Uncertain Knowledge Graphs

Hanghang Tong Information

University

Position

___

Citations(all)

78287

Citations(since 2020)

27962

Cited By

14043

hIndex(all)

66

hIndex(since 2020)

47

i10Index(all)

234

i10Index(since 2020)

188

Email

University Profile Page

Google Scholar

Hanghang Tong Skills & Research Interests

Large Scale Data Mining

Graph Mining

Social Networks

Healthcare

Multimedia

Top articles of Hanghang Tong

Bemap: Balanced message passing for fair graph neural network

2024/4/17

Xiao Lin
Xiao Lin

H-Index: 17

Jian Kang
Jian Kang

H-Index: 7

Weilin Cong
Weilin Cong

H-Index: 3

Hanghang Tong
Hanghang Tong

H-Index: 43

Heterogeneous Contrastive Learning for Foundation Models and Beyond

arXiv preprint arXiv:2404.00225

2024/3/30

Lecheng Zheng
Lecheng Zheng

H-Index: 4

Baoyu Jing
Baoyu Jing

H-Index: 4

Zihao Li
Zihao Li

H-Index: 4

Hanghang Tong
Hanghang Tong

H-Index: 43

Jingrui He
Jingrui He

H-Index: 21

Hierarchical Multi-Marginal Optimal Transport for Network Alignment

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Boxin Du
Boxin Du

H-Index: 4

Si Zhang
Si Zhang

H-Index: 9

Zhining Liu
Zhining Liu

H-Index: 3

Hanghang Tong
Hanghang Tong

H-Index: 43

Sterling: Synergistic representation learning on bipartite graphs

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Baoyu Jing
Baoyu Jing

H-Index: 4

Kaize Ding
Kaize Ding

H-Index: 6

Chanyoung Park
Chanyoung Park

H-Index: 10

Huan Liu
Huan Liu

H-Index: 33

Hanghang Tong
Hanghang Tong

H-Index: 43

Trustworthy Graph Neural Networks: Aspects, Methods, and Trends

Proceedings of the IEEE

2024/3/21

He Zhang
He Zhang

H-Index: 4

Bang Wu
Bang Wu

H-Index: 5

Xingliang Yuan
Xingliang Yuan

H-Index: 19

Shirui Pan
Shirui Pan

H-Index: 29

Hanghang Tong
Hanghang Tong

H-Index: 43

Jian Pei
Jian Pei

H-Index: 61

Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs

arXiv preprint arXiv:2404.04264

2024/3/17

Lihui Liu
Lihui Liu

H-Index: 4

Zihao Wang
Zihao Wang

H-Index: 4

Ruizhong Qiu
Ruizhong Qiu

H-Index: 7

Yikun Ban
Yikun Ban

H-Index: 1

Hanghang Tong
Hanghang Tong

H-Index: 43

Ginkgo-P: General Illustrations of Knowledge Graphs for Openness as a Platform

2024/3/4

Lihui Liu
Lihui Liu

H-Index: 4

Hanghang Tong
Hanghang Tong

H-Index: 43

Soft Reasoning on Uncertain Knowledge Graphs

arXiv preprint arXiv:2403.01508

2024/3/3

Zihao Wang
Zihao Wang

H-Index: 4

Hang Yin
Hang Yin

H-Index: 19

Yang Duan
Yang Duan

H-Index: 5

Hanghang Tong
Hanghang Tong

H-Index: 43

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?

arXiv preprint arXiv:2402.18272

2024/2/28

Zihao Wang
Zihao Wang

H-Index: 4

Ying Su
Ying Su

H-Index: 7

Hanghang Tong
Hanghang Tong

H-Index: 43

On the Generalization Capability of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Method

arXiv preprint arXiv:2402.16387

2024/2/26

Weilin Cong
Weilin Cong

H-Index: 3

Jian Kang
Jian Kang

H-Index: 7

Hanghang Tong
Hanghang Tong

H-Index: 43

Mehrdad Mahdavi
Mehrdad Mahdavi

H-Index: 26

differential PINO-CDE

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

2024/2/15

Wenhao Ding
Wenhao Ding

H-Index: 7

Qing He
Qing He

H-Index: 3

Hanghang Tong
Hanghang Tong

H-Index: 43

Ping Wang
Ping Wang

H-Index: 3

Solving coupled differential equation groups using PINO-CDE

Mechanical Systems and Signal Processing

2024/2/15

Wenhao Ding
Wenhao Ding

H-Index: 7

Qing He
Qing He

H-Index: 3

Hanghang Tong
Hanghang Tong

H-Index: 43

Ping Wang
Ping Wang

H-Index: 3

From trainable negative depth to edge heterophily in graphs

Advances in Neural Information Processing Systems

2024/2/13

Huiyuan Chen
Huiyuan Chen

H-Index: 8

Minghua Xu
Minghua Xu

H-Index: 6

Hao Yang
Hao Yang

H-Index: 1

Hanghang Tong
Hanghang Tong

H-Index: 43

Reconciling Competing Sampling Strategies of Network Embedding

Advances in Neural Information Processing Systems

2024/2/13

Baoyu Jing
Baoyu Jing

H-Index: 4

Lihui Liu
Lihui Liu

H-Index: 4

Ruijie Wang
Ruijie Wang

H-Index: 4

Jinning Li
Jinning Li

H-Index: 2

Tarek Abdelzaher
Tarek Abdelzaher

H-Index: 51

Hanghang Tong
Hanghang Tong

H-Index: 43

ArieL: Adversarial Graph Contrastive Learning

ACM Transactions on Knowledge Discovery from Data

2024/2/12

Shengyu Feng
Shengyu Feng

H-Index: 1

Baoyu Jing
Baoyu Jing

H-Index: 4

Hanghang Tong
Hanghang Tong

H-Index: 43

Generalized few-shot node classification: toward an uncertainty-based solution

Knowledge and Information Systems (KAIS)

2023/10/1

Zhe Xu
Zhe Xu

H-Index: 1

Kaize Ding
Kaize Ding

H-Index: 6

Huan Liu
Huan Liu

H-Index: 33

Hanghang Tong
Hanghang Tong

H-Index: 43

Genius: Subteam Replacement with Clustering-based Graph Neural Networks

2024

Qinghai Zhou
Qinghai Zhou

H-Index: 2

Hanghang Tong
Hanghang Tong

H-Index: 43

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering

arXiv preprint arXiv:2404.14741

2024/4/23

Yao Xu
Yao Xu

H-Index: 6

Zihao Wang
Zihao Wang

H-Index: 4

Hanghang Tong
Hanghang Tong

H-Index: 43

Kang Liu
Kang Liu

H-Index: 2

Jun Zhao
Jun Zhao

H-Index: 5

Neural Active Learning Beyond Bandits

arXiv preprint arXiv:2404.12522

2024/4/18

Yikun Ban
Yikun Ban

H-Index: 1

Ziwei Wu
Ziwei Wu

H-Index: 1

Hanghang Tong
Hanghang Tong

H-Index: 43

Jingrui He
Jingrui He

H-Index: 21

Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning

arXiv preprint arXiv:2305.12738

2023/5/22

Chi Han
Chi Han

H-Index: 1

Qizheng He
Qizheng He

H-Index: 5

Xinya Du
Xinya Du

H-Index: 6

Hanghang Tong
Hanghang Tong

H-Index: 43

Heng Ji
Heng Ji

H-Index: 42

See List of Professors in Hanghang Tong University(University of Illinois at Urbana-Champaign)

Co-Authors

academic-engine

Useful Links

List of top 50 universities
List of top 100 universities
List of top 500 universities
Find Professors Email
Find Universities Email
CUFinder Academic Engine