Jianxin Li - Publications, H-index & Citations

Jianxin Li

Beihang University

34H指数

215论文数

4.4K被引数

收录论文 52

发表时间

A Survey on Foundation Models for Structured Data: Tabular, Time Series, and Graphs 结构化数据的基础模型综述：表格、时间序列和图

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-07-27

PREAI

Qingyun Sun; Haonan Yuan; Yi Huang; Ziwei Zhang; Xingcheng Fu; Ruijie Wang; Haoyi Zhou; Jianxin Li; Jia Wu; Philip S. Yu

MINA: Multimodal intention analysis of social media posts via LLM-guided audio-visual-text reasoning MINA：基于大型语言模型引导的视听-文本推理进行社交媒体帖子多模态意图分析

Pattern Recognition

IF7.6

2026-04-17

PREAI

Feihong Lu; Tao Yang; Ziqin Zhu; Yudi Huang; Shiqi Gao; Yangyifei Luo; Zengxu Wang; Qian Li; Qingyun Sun; Jianxin Li

Sparse Gradient Training for Recommender Systems 推荐系统的稀疏梯度训练

Data Science and Engineering

IF4.6

2026-01-25

OAAI

Yunke Qu; Liang Qu; Tong Chen; Xiangyu Zhao; Jianxin Li; Hongzhi Yin

Code-Driven Programming Prediction Enhanced by LLM with a Feature Fusion Approach LLM通过特征融合方法增强的代码驱动编程预测

Information Fusion

IF15.5

2026-01-20

PREAI

Shengyingjie Liu; Jianxin Li; Qian Wan; Bo He; Zhijun Huang; Qing Li

Anomaly Subgraph Detection on Multiple Associated Attributed Networks 多关联属性网络上的异常子图检测

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2026-01-12

PREAI

Nannan Wu; Ying Sun; Yazheng Zhao; Wenjun Wang; Xueli Liu; Jianxin Li

BiKT: Unleashing the Potential of GNNs via Bi-Directional Knowledge Transfer

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-11-24

PREAI

Shuai Zheng; Zhizhe Liu; Zhenfeng Zhu; Xingxing Zhang; Jianxin Li; Yao Zhao

IMMix: Class-Imbalanced node classification via prototypical selective mixup augmentation IMMix：通过原型选择性混合增强进行类别不平衡节点分类

Pattern Recognition

IF7.6

2025-11-19

PREAI

Jiawen Qin; Qingyun Sun; Lyujin Xu; Cheng Ji; Jianxin Li

A Jamming Strategy Generation Method in POMDP via Self-Supervised Belief Representation Learning 基于自监督信念表示学习的POMDP中干扰策略生成方法

IEEE Transactions on Aerospace and Electronic Systems

IF5.7

2025-11-17

PREAI

Jianxin Li; Tian Tian; Feng Zhou; Jingjing Cai

DynMD: Energy-Based Dynamic Graph Representation Learning for Malware Detection DynMD：基于能量的动态图表示学习用于恶意软件检测

IEEE Transactions on Dependable and Secure Computing

IF7.5

2025-10-09

PREAI

Chen Liu; Bo Li; Yidong Wu; Xudong Liu; Jianxin Li; Chunpei Li

ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion ConvD：基于注意力增强的动态卷积嵌入方法用于知识图谱补全

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-09-01

OAAI

Wenbin Guo; Zhao Li; Xin Wang; Zirui Chen; Jun Zhao; Jianxin Li; Ye Yuan

Towards uncertainty-calibrated structural data enrichment with large language model for few-shot entity resolution 面向不确定性校准的结构化数据增强及大型语言模型在少样本实体解析中的应用

Frontiers of Computer Science

IF4.6

2025-06-30

PREAI

Mengyi Yan; Yaoshu Wang; Xiaohan Jiang; Haoyi Zhou; Jianxin Li

HiViT: Hierarchical attention-based Transformer for multi-scale whole slide histopathological image classification HiViT：基于层次化注意力机制的Transformer，用于多尺度全切片组织病理图像分类

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-06-01

PREAI

Yu, Jinze; Li, Shuo; Tan, Luxin; Zhou, Haoyi; Li, Zhongwu; Li, Jianxin

Ionformer: A Data-Driven Deep Learning Baseline for Global Ionospheric TEC Forecasting Ionformer: 全球电离层TEC预测的数据驱动深度学习基线

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Li, Lanhao; Liu, Yang; Zhou, Haoyi; Yang, Kunlin; Yan, Haojun; Li, Jianxin

Triplet-aware graph neural networks for factorized multi-modal knowledge graph entity alignment 用于因式分解多模态知识图实体对齐的三元组感知图神经网络

NEURAL NETWORKS

IF6.3

2024-11-01

PREAI

Li, Qian; Li, Jianxin; Wu, Jia; Peng, Xutan; Ji, Cheng; Peng, Hao; Wang, Lihong; Yu, Philip S.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2024-09-01

PREAI

Xu, Runhua; Li, Bo; Li, Chao; Joshi, James B. D.; Ma, Shuai; Li, Jianxin

Self-supervised Bipartite Graph Representation Learning: A Dirichlet Max-margin Matrix Factorization Approach

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-05-17

PREAI

Zhong, Shenghai; Guo, Shu; Liu, Jing; Huang, Hongren; Wang, Lihong; Li, Jianxin; Li, Chen; Hei, Yiming

A Survey on Deep Learning Event Extraction: Approaches and Applications

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-05-01

OAAI

Li, Qian; Li, Jianxin; Sheng, Jiawei; Cui, Shiyao; Wu, Jia; Hei, Yiming; Peng, Hao; Guo, Shu; Wang, Lihong; Beheshti, Amin; Yu, Philip S.

CoSENT: Consistent Sentence Embedding via Similarity Ranking CoSENT: 通过相似度排名实现一致的句子嵌入

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

PREAI

Huang, Xiang; Peng, Hao; Zou, Dongcheng; Liu, Zhiwei; Li, Jianxin; Liu, Kay; Wu, Jia; Su, Jianlin; Yu, Philip S.

PE-Attack: On the Universal Positional Embedding Vulnerability in Transformer-Based Models

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2024-01-01

PREAI

Gao, Shiqi; Zhou, Haoyi; Chen, Tianyu; He, Mingrui; Xu, Runhua; Li, Jianxin

Event Extraction by Associating Event Types and Argument Roles

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2023-12-01

OAAI

Li, Qian; Guo, Shu; Wu, Jia; Li, Jianxin; Sheng, Jiawei; Peng, Hao; Wang, Lihong

研究方向