Carl Yang

Computer ScienceNeurosciencePhysics and Astronomy

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 7%percentile

0.165Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

(2023)10.18653/v1/2023.findings-emnlp.354

Top 70%

0.165DataRank

Top 70%2 citations

Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang, Jiaying Lu

Papers

Driven by 41 papers — median percentile 15. Top paper: “A review on knowledge graphs for healthcare: Resources, applications, and promises”.

A review on knowledge graphs for healthcare: Resources, applications, and promises

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104861

N/A

0.500DataRank · unranked

27 citations

Jiaying Lu, Ran Xu, Shi-Yu Wang, Wenjing Ma, Yue Yu +12 more

MedAssist: LLM-Empowered Medical Assistant for Assisting the Scrutinization and Comprehension of Electronic Health Records

PubMed(2025)10.1145/3701716.3715186

N/A

0.269DataRank · unranked

5 citations

Wenqi Shi, Jonathan Wang, Jasmine Zhou, Carl Yang, Ran Xu

A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises

arXiv (Cornell University)(2023)10.48550/arxiv.2306.04802

N/A

0.241DataRank · unranked

4 citations

Jiaying Lu, Ran Xu, Shi-Yu Wang, Wenjing Ma, Yue Yu +12 more

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

(2023)10.18653/v1/2023.findings-emnlp.354

Top 70%

0.165DataRank

Top 70%2 citations

Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang, Jiaying Lu

Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes

arXiv (Cornell University)(2024)10.48550/arxiv.2401.13588

N/A

0.104DataRank · unranked

1 citations

Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel +14 more

Enhancing Personalized Healthcare via Capturing Disease Severity, Interaction, and Progression

PubMed(2023)10.1109/icdm58522.2023.00173

N/A

0DataRank · unranked

6 citations

Zihao Zhou, Leisheng Yu, Weiming Liu, Chaochao Chen, Guofang Ma +4 more

R-Mixup: Riemannian Mixup for Biological Networks

PubMed(2023)10.1145/3580305.3599483

N/A

0DataRank · unranked

5 citations

Zimu Li, Hejie Cui, Yue Yu, Ran Xu, Shaojun Yu +4 more

Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2311.00287

N/A

0DataRank · unranked

2 citations

Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang +4 more

Graph Neural Network Modeling of Web Search Activity for Real-time Pandemic Forecasting

PubMed(2023)10.1109/ichi57859.2023.00027

N/A

0DataRank · unranked

2 citations

Jianghong Zhou, Jing Zhang, Carl Yang, Eugene Agichtein, Lin Chen

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

arXiv (Cornell University)(2023)10.48550/arxiv.2302.02978

Top 100%

0DataRank

Top 100%0 citations

Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang, Jiaying Lu

A simple but tough-to-beat baseline for fMRI time-series classification

NeuroImage(2024)10.1016/j.neuroimage.2024.120909

N/A

0DataRank · unranked

14 citations

Usman Mahmood, Zening Fu, Carl Yang, Vince D. Calhoun, Sergey Plis +1 more

Gra-CRC-miRTar: The pre-trained nucleotide-to-graph neural networks to identify potential miRNA targets in colorectal cancer

Computational and Structural Biotechnology Journal(2024)10.1016/j.csbj.2024.07.014

N/A

0DataRank · unranked

8 citations

Hongru Zhao, Li Lü, Qifeng Yang, Min Zeng, Carl Yang +3 more

From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR

PubMed(2024)10.48550/arxiv.2406.05682

N/A

0DataRank · unranked

1 citations

Yiwen Lu, Chang Liu, Yong Chen, Yan V. Sun, Xiao Hu +3 more

EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records

PubMed(2024)10.18653/v1/2024.emnlp-main.1245

N/A

0DataRank · unranked

40 citations

Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu +5 more

DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy

PubMed(2024)10.1145/3589334.3645531

N/A

0DataRank · unranked

21 citations

H. Lee, Jing Ma, Jian Lou, Carl Yang, Li Xiong +1 more

Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models

PubMed(2024)10.18653/v1/2024.findings-acl.916

N/A

0DataRank · unranked

19 citations

Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang +5 more

Biomedical Visual Instruction Tuning with Clinician Preference Alignment

PubMed(2024)10.52202/079017-3057

N/A

0DataRank · unranked

18 citations

Lingjun Mao, Xiang Li, Xin Liang, Hui Ren, Quanzheng Li +3 more

MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning

PubMed(2024)10.18653/v1/2024.emnlp-main.1244

N/A

0DataRank · unranked

11 citations

Ran Xu, Yuchen Zhuang, Yue Yu, Haotian Sun, Hang Wu +3 more

RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

(2024)10.18653/v1/2024.acl-short.68

N/A

0DataRank · unranked

10 citations

Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang +3 more

BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers

PubMed(2024)10.18653/v1/2024.emnlp-main.1241

N/A

0DataRank · unranked

9 citations

Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May D. Wang +4 more

PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking

PubMed(2024)10.1145/3626772.3657904

N/A

0DataRank · unranked

8 citations

Jiaying Lu, Joyce C. Ho, Fadi Nahab, Xiao Hu, Carl Yang +1 more

Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation

Lecture notes in computer science(2024)10.1007/978-3-031-72069-7_22

N/A

0DataRank · unranked

5 citations

Guodong Liu, Siyuan Dai, Kai Ye, Kun Zhao, Wenlu Wang +7 more

TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data

PubMed(2024)10.1145/3637528.3671594

N/A

0DataRank · unranked

4 citations

Hejie Cui, Ran Xu, Yuzhang Xie, Joyce C. Ho, Carl Yang +1 more

EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records

arXiv (Cornell University)(2024)10.48550/arxiv.2401.07128

N/A

0DataRank · unranked

2 citations

Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu +5 more

BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers

arXiv (Cornell University)(2024)10.48550/arxiv.2404.18443

N/A

0DataRank · unranked

2 citations

Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May D. Wang +4 more

Gra-CRC-miRTar: The pre-trained nucleotide-to-graph neural networks to identify potential miRNA targets in colorectal cancer

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.04.15.589599

N/A

0DataRank · unranked

1 citations

Hongru Zhao, Lu Li, Qiang Yang, Min Zeng, Carl Yang +3 more

MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning

arXiv (Cornell University)(2024)10.48550/arxiv.2405.03000

N/A

0DataRank · unranked

0 citations

Ran Xu, Yuchen Zhuang, Yue Yu, Sun, Haotian, Hang Wu +3 more

Federated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing

PubMed(2024)10.1145/3627673.3679834

N/A

0DataRank · unranked

0 citations

Li Xiong, Carl Yang, Han Xie

Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes

arXiv (Cornell University)(2024)10.48550/arxiv.2411.02523

N/A

0DataRank · unranked

0 citations

Qiao Jin, Yuzhang Xie, Carl Yang, Karim Hanna, Jennifer Costa +4 more

Piecing It All Together: Verifying Multi-Hop Multimodal Claims

arXiv (Cornell University)(2024)10.48550/arxiv.2411.09547

N/A

0DataRank · unranked

0 citations

Aman Rangapur, Xiongxiao Xu, Yueqing Liang, Haroon Gharwi, Carl Yang +2 more

BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations

(2024)10.1109/bhi62660.2024.10913768

N/A

0DataRank · unranked

0 citations

Yi Yang, Zijie Huang, Xuan Kan, Ying‐Qing Guo, Yang Yang +6 more

Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks

PubMed(2025)10.1145/3711896.3736559

N/A

0DataRank · unranked

8 citations

Xiaoda Wang, Bohan Wang, Zijie Huang, Carl Yang, Wei Jin +1 more

Integrating Large Language Models and Knowledge Graphs for Next-level AGI

Monash University Research Portal (Monash University)(2025)10.1145/3701716.3715866

N/A

0DataRank · unranked

3 citations

Carl Yang, Evgeny Kharlamov, Shirui Pan, Linhao Luo

KDD Health Day 2025: Harnessing AI Opportunities in Biomedicine and Healthcare

(2025)10.1145/3711896.3737672

N/A

0DataRank · unranked

0 citations

Wei Ding, Carl Yang, Peipei Ping

MaSH: Maximal Separating Poincaré Hyperplanes for Hierarchical Imbalanced Learning

(2025)10.1145/3701716.3715505

N/A

0DataRank · unranked

0 citations

Jiaying Lu, Yuqicheng Zhu, Carl Yang, Bo Xiong

Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders

(2020)10.1145/3336191.3371829

N/A

0DataRank · unranked

47 citations

Jieyu Zhang, Haonan Wang, Sha Li, Myungwan Kim, Matt Walker +3 more

LLMKG＋: Systematically improving knowledge quality and coverage in KGs using LLMs – A case study in medical domain

AI Open(2025)10.1016/j.aiopen.2025.11.003

N/A

0DataRank · unranked

0 citations

Hejie Cui, Kumiko Hayashi, Huy Hien Vu, Kenta T. Suzuki, Noriki Nishida +5 more

cube2net: Efficient Query-Specific Network Construction with Data Cube Organization

arXiv (Cornell University)(2020)10.48550/arxiv.2002.00841

N/A

0DataRank · unranked

0 citations

Mengxiong Liu, Frank He, Jian Peng, Jiawei Han, Carl Yang

BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks

IEEE Transactions on Medical Imaging(2022)10.1109/tmi.2022.3218745

N/A

0DataRank · unranked

196 citations

Wei Dai, Yanqiao Zhu, Xuan Kan, Antonio Aodong Chen Gu, Joshua Lukemire +5 more

Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting

PubMed(2023)10.48550/arxiv.2310.18804

N/A

0DataRank · unranked

1 citations

Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu +5 more

Federated Node Classification over Graphs with Latent Link-type Heterogeneity

PubMed(2023)10.1145/3543507.3583471

N/A

0DataRank · unranked

20 citations

Li Xiong, Carl Yang, Han Xie

Carl Yang

Indexed papers

Top data-sharing exemplar

Papers