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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
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
Chen Ling
,
Xujiang Zhao
,
Jiaying Lu
,
Chengyuan Deng
,
Can Zheng
,
Junxiang Wang
,
Tanmoy Chowdhury
,
Yun Li
,
Hejie Cui
,
Xuchao Zhang
,
Tianjiao Zhao
,
Amit Panalkar
,
Dhagash Mehta
,
Stefano Pasquali
,
Wei Cheng
,
Haoyu Wang
,
Yanchi Liu
,
Zhengzhang Chen
,
Haifeng Chen
,
Chris White
et al. (4 additional authors not shown)
ACM Comput. Surv. 2026
Readers:
Everyone
Bootstrapped Exploration with Causal Reasoning: A Training Paradigm for Adaptive Forecasting Agent
Qingwen Zeng
,
Dajun Guo
,
Zhaoge Bi
,
lining chen
,
Jushang Qiu
,
Yitian Yang
,
Carl Yang
,
Huaming Chen
,
Ling Chen
ICML 2026 regular
Readers:
Everyone
Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training
Ran Xu
,
Tianci Liu
,
Zihan Dong
,
Tony Yu
,
Ilgee Hong
,
Carl Yang
,
Linjun Zhang
,
Tuo Zhao
,
Haoyu Wang
ICML 2026 regular
Readers:
Everyone
Position: Beyond Prediction: Toward Verifiable Physiological Waveform Reasoning with Foundation Models and Agentic LLMs
Xiaoda Wang
,
Ching Chang
,
Defu Cao
,
Kaiqiao Han
,
Fang Sun
,
Yue Huang
,
Minxiao Wang
,
Chang Xu
,
Xiao Luo
,
Runze Yan
,
Xiangliang Zhang
,
Xiao Hu
,
Yan Liu
,
Yizhou Sun
,
Wei Wang
,
Carl Yang
ICML 2026 Position Paper Track regular
Readers:
Everyone
Graph-Oriented Instruction Tuning of Large Language Models for Generic Graph Mining
Yanchao Tan
,
Hang Lv
,
Pengxiang Zhan
,
Shiping Wang
,
Carl Yang
IEEE Trans. Pattern Anal. Mach. Intell. 2026
Readers:
Everyone
Enhanced recommendation with hypergraph mixture of experts
Zihao Zhou
,
Zhijun Chen
,
Guofang Ma
,
Zhenghong Lin
,
Yanchao Tan
,
Shiping Wang
,
Carl Yang
Expert Syst. Appl. 2026
Readers:
Everyone
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation
Minh H. N. Le
,
Khanh T. Q. Le
,
Tuan Vinh
,
Thanh-Huy Nguyen
,
Han H. Huynh
,
Khoa D. Pham
,
Anh Mai Vu
,
Hien Quang Kha
,
Phat Ky Nguyen
,
Ulas Bagci
,
Min Xu
,
Carl Yang
,
Phat Kim Huynh
,
Nguyen Quoc Khanh Le
MIDL 2026 Poster
Readers:
Everyone
Utilizing Large Language Models for Zero-Shot Medical Ontology Extension from Clinical Notes
Guanchen Wu
,
Yuzhang Xie
,
Huanwei Wu
,
Zhe He
,
Hui Shao
,
Xiao Hu
,
Carl Yang
CoRR 2025
Readers:
Everyone
Simulator and Experience Enhanced Diffusion Model for Comprehensive ECG Generation
Xiaoda Wang
,
Kaiqiao Han
,
Yuhao Xu
,
Xiao Luo
,
Yizhou Sun
,
Wei Wang
,
Carl Yang
CoRR 2025
Readers:
Everyone
Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs
Meng Lu
,
Ran Xu
,
Yi Fang
,
Wenxuan Zhang
,
Yue Yu
,
Gaurav Srivastava
,
Yuchen Zhuang
,
Mohamed Elhoseiny
,
Charles Fleming
,
Carl Yang
,
Zhengzhong Tu
,
Yang Xie
,
Guanghua Xiao
,
Hanrui Wang
,
Di Jin
,
Wenqi Shi
,
Xuan Wang
CoRR 2025
Readers:
Everyone
View all 387 publications
Co-Authors
Adam Cross
Adit Krishnan
Aditya Kendre
Aditya Pal
Alan Luu
Alex D. Leow
Alex Federov
Alex Fedorov
Aman Rangapur
Amit J. Shah
Amit Panalkar
Amit Roy
Andrew Zhai
Anh Mai Vu
Anni Zhao
Antonio Aodong Chen Gu
Aobo Chen
Aravind Sankar
Ayca Ermis
Balu Bhasuran
Bangzheng Li
Baochen Sun
Baoyu Jing
Baturalp Buyukates
Belinda Zeng
View all 710 co-authors