Fenglong Ma

Computer ScienceHealth Professions

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 24 papers. Top paper: “Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources”.

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources

PubMed(2024)10.18653/v1/2024.acl-long.199

N/A

0.330DataRank · unranked

8 citations

Junyu Luo, Jiaqi Wang, Yuan Zhong, Xiaokun Zhang, Yaqing Wang +4 more

MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation

Society for Industrial and Applied Mathematics eBooks(2024)10.1137/1.9781611978032.58

N/A

0.330DataRank · unranked

8 citations

Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang +5 more

ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons

PubMed(2023)10.1145/3583780.3615113

N/A

0.312DataRank · unranked

7 citations

Zhi Qiao, Lucas M. Glass, Cao Xiao, Fenglong Ma, Junyu Luo

BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models

PubMed(2024)10.18653/v1/2024.findings-emnlp.437

N/A

0.208DataRank · unranked

3 citations

Jiaqi Wang, Han Liu, Parminder Bhatia, Cao Xiao, Ting Wang +2 more

Hierarchical Pretraining on Multimodal Electronic Health Records

arXiv (Cornell University)(2023)10.48550/arxiv.2310.07871

N/A

0.165DataRank · unranked

2 citations

Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong +3 more

Hierarchical Pretraining on Multimodal Electronic Health Records

PubMed(2023)10.18653/v1/2023.emnlp-main.171

N/A

0DataRank · unranked

8 citations

Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong +3 more

pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data

PubMed(2023)10.1145/3583780.3615490

N/A

0DataRank · unranked

1 citations

Cheng Qian, Xiaochen Wang, Lucas M. Glass, Fenglong Ma, Junyu Luo

FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models

(2024)10.18653/v1/2024.emnlp-main.464

N/A

0DataRank · unranked

8 citations

Jiaqi Wang, Houping Xiao, Jinghui Chen, Fenglong Ma, Xiaochen Wang

Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions

Society for Industrial and Applied Mathematics eBooks(2024)10.1137/1.9781611978032.41

N/A

0DataRank · unranked

5 citations

Jiaqi Wang, Yuan Zhong, Han Liu, Ting Wang, Fenglong Ma +1 more

Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models

PubMed(2024)10.1145/3637528.3671836

N/A

0DataRank · unranked

4 citations

Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Yaqing Wang, Mengdi Huai +3 more

Recent Advances in Predictive Modeling with Electronic Health Records

arXiv (Cornell University)(2024)10.48550/arxiv.2402.01077

N/A

0DataRank · unranked

3 citations

Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang +6 more

Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions

arXiv (Cornell University)(2024)10.48550/arxiv.2401.11252

N/A

0DataRank · unranked

1 citations

Jiaqi Wang, Yuan Zhong, Han Liu, Ting Wang, Fenglong Ma +1 more

Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models

arXiv (Cornell University)(2024)10.48550/arxiv.2406.13942

N/A

0DataRank · unranked

1 citations

Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Yaqing Wang, Mengdi Huai +3 more

FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models

arXiv (Cornell University)(2024)10.48550/arxiv.2408.10276

N/A

0DataRank · unranked

1 citations

Jiaqi Wang, Houping Xiao, Jinghui Chen, Fenglong Ma, Xiaochen Wang

Asymmetric Mutual Learning for Decentralized Federated Medical Imaging

ScholarSphere (Penn State Libraries)(2024)10.1145/3698587.3701344

N/A

0DataRank · unranked

1 citations

Houping Xiao, Fenglong Ma, Jiaqi Wang

Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning

PubMed(2024)10.48550/arxiv.2407.03247

N/A

0DataRank · unranked

0 citations

Chenxu Zhao, Lingjuan Lyu, Quanzeng You, Mengdi Huai, Fenglong Ma +1 more

BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2410.09079

N/A

0DataRank · unranked

0 citations

Jiaqi Wang, Han Liu, Parminder Bhatia, Cao Xiao, Ting Wang +2 more

Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning

(2025)10.18653/v1/2025.acl-long.460

N/A

0DataRank · unranked

3 citations

Longjun Huang, A. J. Boyd, Parminder Bhatia, Taha Kass‐Hout, Cao Xiao +2 more

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data

arXiv (Cornell University)(2020)10.48550/arxiv.2010.11389

N/A

0DataRank · unranked

1 citations

Junjie Liang, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Cao Xiao +1 more

Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift

arXiv (Cornell University)(2025)10.1145/3711896.3737161

N/A

0DataRank · unranked

0 citations

Jiaqi Wang, Haoyu Wang, Mingquan Lin, Han Liu, Nelson S. Yee +2 more

SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations

(2021)10.24963/ijcai.2021/514

N/A

0DataRank · unranked

117 citations

Cao Xiao, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Chaoqi Yang

MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data

2022 IEEE International Conference on Data Mining (ICDM)(2022)10.1109/icdm54844.2022.00018

N/A

0DataRank · unranked

7 citations

Junyu Luo, Muchao Ye, Jiaqi Wang, Ting Wang, Fenglong Ma +1 more

AUTOMED: Automated Medical Risk Predictive Modeling on Electronic Health Records

2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)(2022)10.1109/bibm55620.2022.9995209

N/A

0DataRank · unranked

6 citations

Jiaqi Wang, Xinning Gui, Ting Wang, Fenglong Ma, Suhan Cui

Who Gets the Flu? Individualized Validation of Influenza-like Illness in Urban Spaces

International Journal of Environmental Research and Public Health(2023)10.3390/ijerph20105865

N/A

0DataRank · unranked

2 citations

Fenglong Ma, Jing Gao, Ling Bian, Shiran Zhong