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C

Carl Yang

 emory university

32H-index
301Paper Count
4.0KCitation Count
Published Papers 18
Publication Date
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Towards a general-purpose foundation model for functional MRI analysis
errNature Biomedical Engineering
IF26.6
err2026-04-23
err0
PREAI
errCheng Wang; Yu Jiang; Zhihao Peng; Chenxin Li; Chang-bae Bang; Lin Zhao; Wanyi Fu; Jinglei Lv; Jorge Sepulcre; Carl Yang; Lifang He; Tianming Liu; Xue-Jun Kong; Quanzheng Li; Daniel S. Barron; Anqi Qiu; Randy Hirschtick; Byung-Hoon Kim; Hongbin Han; Xiang Li; Yixuan Yuan
errShare
errSave
HypKG: Hypergraph-Based Knowledge Graph Contextualization for Precision Healthcare
errSEMANTIC WEB-ISWC 2025, PT I
IF0
err2026-01-01
err0
PREAI
errXie, Yuzhang; Han, Xu; Xu, Ran; Hu, Xiao; Lu, Jiaying; Yang, Carl
errShare
errSave
DietAI24 as a framework for comprehensive nutrition estimation using multimodal large language models
errCommunications Medicine
IF6.3
err2025-11-05
err0
errOAAI
errRunze Yan; Hanqi Luo; Jiaying Lu; Darren Liu; Hannah Posluszny; Mehak Preet Dhaliwal; Janice MacLeod; Yao Qin; Carl Yang; Terry J. Hartman; Xiao Hu
errShare
errSave
LLMKG+: Systematically improving knowledge quality and coverage in KGs using LLMs-A case study in medical domain
errAI Open
IF14.8
err2025-11-01
err0
errOAAI
errFeng, Xincan; Cui, Hejie; Hayashi, Kazuki; Vu, Huy Hien; Suzuki, Kenta T.; Nishida, Noriki; Kamigaito, Hidetaka; Matsumoto, Yuji; Watanabe, Taro; Yang, Carl
errShare
errSave
Beyond Prediction: AI as a Creative Partner in Organic Synthesis
errSYNLETT
IF1.4
err2025-11-01
err0
PREAI
errVinh, Tuan B.; Li, Tao; Yang, Carl; Raj, Monika
errShare
errSave
Sequential contrastive learning for progressive knowledge tracing
errKnowledge-Based Systems
IF7.6
err2025-09-09
err0
PREAI
errYi-Fei Wen; Hang Liang; Carl Yang; Tao Zhou; Jia Liu; Yajun Du; Yan-Li Lee
errShare
errSave
Enhanced recommendation with hypergraph mixture of experts
errExpert Systems with Applications
IF7.5
err2025-08-24
err0
PREAI
errZihao Zhou; Zhijun Chen; Guofang Ma; Zhenghong Lin; Yanchao Tan; Shiping Wang; Carl Yang
errShare
errSave
Unified Heterogeneous Hypergraph Construction for Incomplete Multimedia Recommendation
errACM Transactions on Information Systems
IF9.1
err2025-08-08
err0
PREAI
errZhenghong Lin; Yanchao Tan; Jiamin Chen; Hengyu Zhang; Chaochao Chen; Shiping Wang; Carl Yang
errShare
errSave
A review on knowledge graphs for healthcare: Resources, applications, and promises
errJournal of Biomedical Informatics
IF4.5
err2025-07-23
err0
errOAAI
errHejie Cui; Jiaying Lu; Ran Xu; Shiyu Wang; Wenjing Ma; Yue Yu; Shaojun Yu; Xuan Kan; Chen Ling; Liang Zhao; Zhaohui S. Qin; Joyce C. Ho; Tianfan Fu; Jing Ma; Mengdi Huai; Fei Wang; Carl Yang
errShare
errSave
Preliminary analysis of the impact of lab results on large language model generated differential diagnoses
errNPJ DIGITAL MEDICINE
IF15.1
err2025-03-18
err1
errOAAI
errBhasuran, Balu; Jin, Qiao; Xie, Yuzhang; Yang, Carl; Hanna, Karim; Costa, Jennifer; Shavor, Cindy; Han, Wenshan; Lu, Zhiyong; He, Zhe
errShare
errSave
Capturing the Additional Cardiovascular Benefits of SGLT2 Inhibitors and GLP-1 Receptor Agonists Beyond the Control of Traditional Risk Factors in People With Diabetes
errVALUE IN HEALTH
IF6
err2025-02-01
err0
PREAI
errNiu, Shu; Guan, Dawei; Shi, Lizheng; Fonseca, Vivian; Svensson, Mikael; Ali, Mohammed K.; V. Sun, Yan; Hu, Xin; Su, Chang; Yang, Carl; Shao, Hui
errShare
errSave
Empowering Graph Neural Network-Based Computational Drug Repositioning with Large Language Model-Inferred Knowledge Representation
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2024-09-26
err0
PREAI
errGu, Yaowen; Xu, Zidu; Yang, Carl
errShare
errSave
GCN for HIN via Implicit Utilization of Attention and Meta-Paths
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-04-01
err7
errOAAI
errJin, Di; Yu, Zhizhi; He, Dongxiao; Yang, Carl; Yu, Philip S.; Han, Jiawei
errShare
errSave
BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2023-02-01
err50
errOAAI
errCui, Hejie; Dai, Wei; Zhu, Yanqiao; Kan, Xuan; Gu, Antonio Aodong Chen; Lukemire, Joshua; Zhan, Liang; He, Lifang; Guo, Ying; Yang, Carl
errShare
errSave
Cross-Modal Data Augmentation for Tasks of Different Modalities
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2023-01-01
err1
PREAI
errChen, Dong; Zhuang, Yueting; Shen, Zijin; Yang, Carl; Wang, Guoming; Tang, Siliang; Yang, Yi
errShare
errSave
Heterogeneous Network Representation Learning: A Unified Framework With Survey and Benchmark
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-10-01
err98
errOAAI
errYang, Carl; Xiao, Yuxin; Zhang, Yu; Sun, Yizhou; Han, Jiawei
errShare
errSave
Adversarial Attack and Defense on Graph Data: A Survey
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-01-01
err44
errOAAI
errSun, Lichao; Dou, Yingtong; Yang, Carl; Zhang, Kai; Wang, Ji; Yu, Philip S.; He, Lifang; Li, Bo
errShare
errSave
Finding High-Quality Item Attributes for Recommendation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-01-01
err0
PREAI
errZheng, Xiaolin; Tan, Yanchao; Wang, Yan; Wei, Xiangyu; Zhang, Shengjia; Chen, Chaochao; Li, Longfei; Yang, Carl
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Philip S. Yu
H-index: 166 · Papers: 2.7K
J
Jiawei Han
H-index: 147 · Papers: 1.3K
Y
Yi Yang
H-index: 138 · Papers: 1.3K
V
Vivian Fonseca
H-index: 103 · Papers: 749
Y
Yan V. Sun
H-index: 100 · Papers: 790
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