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Carl Yang
Associate Professor, Department of Computer Science, Emory University
Joined
July 2019
Names
Carl Yang
(Preferred)
,
Carl Ji Yang
Emails
****@emory.edu
(Confirmed)
,
****@outlook.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
ACL Anthology
Career & Education History
Associate Professor
Department of Computer Science,
Emory University
(emory.edu)
2026
–
Present
Assistant Professor
Department of Computer Science,
Emory University
(emory.edu)
2020
–
2025
PhD student
Department of Computer Science,
University of Illinois, Urbana Champaign
(illinois.edu)
2014
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Jure Leskovec
2019
–
2020
PhD Advisor
Jiawei Han
2016
–
2020
Expertise
Large language models
2023
–
Present
Multimodality foundation models
2023
–
Present
Knowledge graphs
2022
–
Present
Health informatics
2020
–
Present
Federated learning
2020
–
Present
Neuroscience
2020
–
Present
Data mining
2014
–
Present
Machine learning
2013
–
Present
Publications
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records
Ran Xu
,
Wenqi Shi
,
Yue Yu
,
Yuchen Zhuang
,
Bowen Jin
,
May D. Wang
,
Joyce C. Ho
,
Carl Yang
Published: 01 Jan 2024, Last Modified: 10 Apr 2024
CoRR 2024
Readers:
Everyone
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM
Hejie Cui
,
Xinyu Fang
,
Ran Xu
,
Xuan Kan
,
Joyce C. Ho
,
Carl Yang
Published: 01 Jan 2024, Last Modified: 10 Apr 2024
CoRR 2024
Readers:
Everyone
Automatic Hypergraph Generation for Enhancing Recommendation With Sparse Optimization
Zhenghong Lin
,
Qishan Yan
,
Weiming Liu
,
Shiping Wang
,
Menghan Wang
,
Yanchao Tan
,
Carl Yang
Published: 01 Jan 2024, Last Modified: 14 Apr 2024
IEEE Trans. Multim. 2024
Readers:
Everyone
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining
Yanchao Tan
,
Hang Lv
,
Xinyi Huang
,
Jiawei Zhang
,
Shiping Wang
,
Carl Yang
Published: 01 Jan 2024, Last Modified: 14 Apr 2024
CoRR 2024
Readers:
Everyone
Graph Federated Learning with Hidden Representation Sharing
Mingxuan Zhang
,
Shuang Wu
,
Yuantong Li
,
Pan Li
,
Carl Yang
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
GCN for HIN via Implicit Utilization of Attention and Meta-Paths
Di Jin
,
Zhizhi Yu
,
Dongxiao He
,
Carl Yang
,
Philip S. Yu
,
Jiawei Han
Apr 2023 (modified: 17 Apr 2023)
IEEE Trans. Knowl. Data Eng. 2023
Readers:
Everyone
BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks
Hejie Cui
,
Wei Dai
,
Yanqiao Zhu
,
Xuan Kan
,
Antonio Aodong Chen Gu
,
Joshua Lukemire
,
Liang Zhan
,
Lifang He
,
Ying Guo
,
Carl Yang
Feb 2023 (modified: 01 Mar 2023)
IEEE Trans. Medical Imaging 2023
Readers:
Everyone
Graph Federated Learning wit Hidden Representation Sharing
Shuang Wu
,
Mingxuan Zhang
,
Yuantong Li
,
Carl Yang
,
Pan Li
18 Jan 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Neighborhood-Regularized Self-Training for Learning with Few Labels
Ran Xu
,
Yue Yu
,
Hejie Cui
,
Xuan Kan
,
Yanqiao Zhu
,
Joyce C. Ho
,
Chao Zhang
,
Carl Yang
2023 (modified: 09 Feb 2023)
CoRR 2023
Readers:
Everyone
Transformer-Based Hierarchical Clustering for Brain Network Analysis
Wei Dai
,
Hejie Cui
,
Xuan Kan
,
Ying Guo
,
Sanne van Rooij
,
Carl Yang
Published: 01 Jan 2023, Last Modified: 15 May 2023
CoRR 2023
Readers:
Everyone
View all 131 publications
Co-Authors
Adit Krishnan
Aditya Kendre
Alan Luu
Alex D. Leow
Amit Panalkar
Antonio Aodong Chen Gu
Aravind Sankar
Bangzheng Li
Baochen Sun
Bo Li
Bo Xiong
Bolin Ding
Bowen Jin
Bowen Li
Can Zheng
Chang Zhou
Chanyoung Park
Chao Zhang
Chaochao Chen
Chen Ling
Chengjun Kong
Chengxiang Zhai
Chengyuan Deng
Chenwei Zhang
Chenyang Li
View all 231 co-authors