Jianyong Wang

About Jianyong Wang

Jianyong Wang, With an exceptional h-index of 55 and a recent h-index of 34 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Data Mining, Knowledge Graph, Medical Data Mining.

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

Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning

Flexkbqa: A flexible llm-powered framework for few-shot knowledge base question answering

Learning Interpretable Rules for Scalable Data Representation and Classification

Learning to Binarize Continuous Features for Neuro-Rule Networks

Knowledge-aware collaborative filtering with pre-trained language model for personalized review-based rating prediction

Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure

Retentive network: A successor to transformer for large language models

Learning Entity Linking Features for Emerging Entities

Jianyong Wang Information

University

Position

___

Citations(all)

18682

Citations(since 2020)

5378

Cited By

15837

hIndex(all)

55

hIndex(since 2020)

34

i10Index(all)

113

i10Index(since 2020)

68

Email

University Profile Page

Google Scholar

Jianyong Wang Skills & Research Interests

Data Mining

Knowledge Graph

Medical Data Mining

Top articles of Jianyong Wang

Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning

arXiv preprint arXiv:2312.10045

2023/12/1

Flexkbqa: A flexible llm-powered framework for few-shot knowledge base question answering

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Learning Interpretable Rules for Scalable Data Representation and Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/10/31

Learning to Binarize Continuous Features for Neuro-Rule Networks

IJCAI‘23

2023

Knowledge-aware collaborative filtering with pre-trained language model for personalized review-based rating prediction

IEEE Transactions on Knowledge and Data Engineering

2023/8/9

Jianyong Wang
Jianyong Wang

H-Index: 35

Wei Zhang
Wei Zhang

H-Index: 23

Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure

Scientific Reports

2023/8/3

Retentive network: A successor to transformer for large language models

arXiv preprint arXiv:2307.08621

2023/7/17

Learning Entity Linking Features for Emerging Entities

IEEE Transactions on Knowledge and Data Engineering

2022/8/9

Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today

arXiv preprint arXiv:2306.01499

2023/6/2

Fine-grained interaction modeling with multi-relational transformer for knowledge tracing

ACM Transactions on Information Systems

2023/3/23

Toward a Unified Framework for Unsupervised Complex Tabular Reasoning

2023/4/3

Entity Linking Meets Deep Learning: Techniques and Solutions

IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE)

2021

Social link inference via multiview matching network from spatiotemporal trajectories

IEEE Transactions on Neural Networks and Learning Systems

2020/4/27

Random forest model in the diagnosis of dementia patients with normal Mini-Mental State Examination scores

Journal of personalized medicine

2022/1/4

Neuro-Symbolic Interpretable Collaborative Filtering for Attribute-based Recommendation

2022/4/25

Effective Few-Shot Named Entity Linking by Meta-Learning

2022/5/9

Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling

2022/12/7

Learning Cognitive-Test-Based Interpretable Rules for Prediction and Early Diagnosis of Dementia Using Neural Networks

Journal of Alzheimer's Disease

2022/1/1

Prompt tuning for discriminative pre-trained language models

Findings of ACL 2022

2022/5/23

Data-free knowledge transfer: A survey

arXiv preprint arXiv:2112.15278

2021/12/31

See List of Professors in Jianyong Wang University(Tsinghua University)

Co-Authors

academic-engine