Jianxin Li

Jianxin Li

Beihang University

H-index: 40

Asia-China

About Jianxin Li

Jianxin Li, With an exceptional h-index of 40 and a recent h-index of 34 (since 2020), a distinguished researcher at Beihang University, specializes in the field of Big Data, AI, Trustworthy Computing.

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

Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning

ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment

Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion

Dynamic Graph Information Bottleneck

MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery

PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization

Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction

Building Flexible Machine Learning Models for Scientific Computing at Scale

Jianxin Li Information

University

Position

School of Computer Science & Engineering

Citations(all)

8189

Citations(since 2020)

6332

Cited By

2892

hIndex(all)

40

hIndex(since 2020)

34

i10Index(all)

112

i10Index(since 2020)

81

Email

University Profile Page

Beihang University

Google Scholar

View Google Scholar Profile

Jianxin Li Skills & Research Interests

Big Data

AI

Trustworthy Computing

Top articles of Jianxin Li

Title

Journal

Author(s)

Publication Date

Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Tianchen Zhu

Yue Qiu

Haoyi Zhou

Jianxin Li

2024/3/24

ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment

arXiv preprint arXiv:2402.11000

Yangyifei Luo

Zhuo Chen

Lingbing Guo

Qian Li

Wenxuan Zeng

...

2024/2/16

Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion

arXiv preprint arXiv:2403.04521

Qian Li

Shu Guo

Yingjia Chen

Cheng Ji

Jiawei Sheng

...

2024/3/7

Dynamic Graph Information Bottleneck

arXiv preprint arXiv:2402.06716

Haonan Yuan

Qingyun Sun

Xingcheng Fu

Cheng Ji

Jianxin Li

2024/2/9

MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery

arXiv preprint arXiv:2402.18169

Feihong Lu

Weiqi Wang

Yangyifei Luo

Ziqin Zhu

Qingyun Sun

...

2024/2/28

PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization

arXiv preprint arXiv:2401.10547, WSDM 2024

Ziqi Yuan

Haoyi Zhou

Tianyu Chen

Jianxin Li

2024/1/19

Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction

arXiv preprint arXiv:2404.12006

Qian Li

Cheng Ji

Shu Guo

Yong Zhao

Qianren Mao

...

2024/4/18

Building Flexible Machine Learning Models for Scientific Computing at Scale

arXiv preprint arXiv:2402.16014

Tianyu Chen

Haoyi Zhou

Ying Li

Hao Wang

Chonghan Gao

...

2024/2/25

MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies

Ziqi Yuan

Qingyun Sun

Haoyi Zhou

Zukun Zhu

Jianxin Li

2024

ReGCL: Rethinking Message Passing in Graph Contrastive Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Cheng Ji

Zixuan Huang

Qingyun Sun

Hao Peng

Xingcheng Fu

...

2024/3/24

Federated Complex Qeury Answering

arXiv preprint arXiv:2402.14609

Qi Hu

Weifeng Jiang

Haoran Li

Zihao Wang

Jiaxin Bai

...

2024/2/22

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning

IEEE Transactions on Dependable and Secure Computing (TDSC)

Runhua Xu

Bo Li

Chao Li

James Joshi

Shuai Ma

...

2024

POINE2: Improving Poincaré Embeddings for Hierarchy-Aware Complex Query Reasoning over Knowledge Graphs

Junnan Liu

Qianren Mao

Jianxin Li

Xingcheng Fu

Zheng Wang

2023

Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment

The WEB Conference 2023 (WWW 2023)

Qian Li

Shu Guo

Yangyifei Luo

Cheng Ji

Lihong Wang

...

2023/4/4

Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning

Medical & Biological Engineering & Computing

Luxin Tan

Huan Li

Jinze Yu

Haoyi Zhou

Zhi Wang

...

2023/6

LST-Bench: A Benchmark for long sequence time-series forecasting Task

Haoyi Zhou

Bodan Chen

Siyang Xiao

Jianxin Li

2023/10/13

LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs

Junnan Liu

Qianren Mao

Chenghua Lin

Yangqiu Song

Jianxin Li

2023/12

Adaptive Subgraph Neural Network with Reinforced Critical Structure Mining

IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)

Jianxin Li

Qingyun Sun

Hao Peng

Beining Yang

Jia Wu

...

2023

Does Graph Distillation See Like Vision Dataset Counterpart?

Beining Yang

Kai Wang

Qingyun Sun

Cheng Ji

Xingcheng Fu

...

2023

SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization

Dongcheng Zou

Hao Peng

Xiang Huang

Renyu Yang

Jianxin Li

...

2023/3/17

See List of Professors in Jianxin Li University(Beihang University)

Co-Authors

H-index: 194
Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

H-index: 54
Yanmin Zhu

Yanmin Zhu

Shanghai Jiao Tong University

H-index: 50
Jie Xu

Jie Xu

University of Leeds

H-index: 42
Lifang He

Lifang He

Lehigh University

H-index: 41
Hao Peng

Hao Peng

Beihang University

H-index: 34
Shuai Ma

Shuai Ma

Beihang University

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