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Carl Yang
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 33
Top Topics
Graph Mining
Language Model
Bdi Architecture
Health Records
Top Venues
CoRR
WWW (Companion Volume)
SDM
KDD
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Publications
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Yanchao Tan
,
Hang Lv
,
Zihao Zhou
,
Wenzhong Guo
,
Bo Xiong
,
Weiming Liu
,
Chaochao Chen
,
Shiping Wang
,
Carl Yang
Logical Relation Modeling and Mining in Hyperbolic Space for Recommendation.
ICDE
(2024)
Hejie Cui
,
Lingjun Mao
,
Xin Liang
,
Jieyu Zhang
,
Hui Ren
,
Quanzheng Li
,
Xiang Li
,
Carl Yang
Biomedical Visual Instruction Tuning with Clinician Preference Alignment.
CoRR
(2024)
Amit Roy
,
Juan Shu
,
Jia Li
,
Carl Yang
,
Olivier Elshocht
,
Jeroen Smeets
,
Pan Li
GAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction.
WSDM
(2024)
Wenqi Shi
,
Ran Xu
,
Yuchen Zhuang
,
Yue Yu
,
Hang Wu
,
Carl Yang
,
May D. Wang
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning.
CoRR
(2024)
Zhen Xiang
,
Linzhi Zheng
,
Yanjie Li
,
Junyuan Hong
,
Qinbin Li
,
Han Xie
,
Jiawei Zhang
,
Zidi Xiong
,
Chulin Xie
,
Carl Yang
,
Dawn Song
,
Bo Li
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning.
CoRR
(2024)
Yuzhang Xie
,
Jiaying Lu
,
Joyce Ho
,
Fadi B. Nahab
,
Xiao Hu
,
Carl Yang
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.
SIGIR
(2024)
Haoteng Tang
,
Guodong Liu
,
Siyuan Dai
,
Kai Ye
,
Kun Zhao
,
Wenlu Wang
,
Carl Yang
,
Lifang He
,
Alex D. Leow
,
Paul Thompson
,
Heng Huang
,
Liang Zhan
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation.
CoRR
(2024)
Yuzhang Xie
,
Jiaying Lu
,
Joyce Ho
,
Fadi B. Nahab
,
Xiao Hu
,
Carl Yang
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.
CoRR
(2024)
Ziyang Zhang
,
Hejie Cui
,
Ran Xu
,
Yuzhang Xie
,
Joyce C. Ho
,
Carl Yang
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data.
CoRR
(2024)
Ran Xu
,
Yiwen Lu
,
Chang Liu
,
Yong Chen
,
Yan Sun
,
Xiao Hu
,
Joyce C. Ho
,
Carl Yang
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR.
CoRR
(2024)
Yu Song
,
Haitao Mao
,
Jiachen Xiao
,
Jingzhe Liu
,
Zhikai Chen
,
Wei Jin
,
Carl Yang
,
Jiliang Tang
,
Hui Liu
A Pure Transformer Pretraining Framework on Text-attributed Graphs.
CoRR
(2024)
Hejie Cui
,
Zhuocheng Shen
,
Jieyu Zhang
,
Hui Shao
,
Lianhui Qin
,
Joyce C. Ho
,
Carl Yang
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction.
CoRR
(2024)
Baoyu Jing
,
Dawei Zhou
,
Kan Ren
,
Carl Yang
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation.
CoRR
(2024)
Yiqi Dong
,
Dongxiao He
,
Xiaobao Wang
,
Youzhu Jin
,
Meng Ge
,
Carl Yang
,
Di Jin
Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning.
AAAI
(2024)
Junyuan Hong
,
Carl Yang
,
Zhuangdi Zhu
,
Zheng Xu
,
Nathalie Baracaldo
,
Neil Shah
,
Salman Avestimehr
,
Jiayu Zhou
FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.
KDD
(2024)
Ziyang Zhang
,
Hejie Cui
,
Ran Xu
,
Yuzhang Xie
,
Joyce C. Ho
,
Carl Yang
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data.
KDD
(2024)
Ran Xu
,
Wenqi Shi
,
Yue Yu
,
Yuchen Zhuang
,
Yanqiao Zhu
,
May D. Wang
,
Joyce C. Ho
,
Chao Zhang
,
Carl Yang
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers.
CoRR
(2024)
Yanchao Tan
,
Hengyu Zhang
,
Zihao Zhou
,
Guofang Ma
,
Fan Wang
,
Weiming Liu
,
Xinting Liao
,
Vicki Stover Hertzberg
,
Carl Yang
Enhancing Progressive Diagnosis Prediction in Healthcare with Continuous Normalizing Flows.
WWW (Companion Volume)
(2024)
Jiaming Shen
,
Ran Xu
,
Yennie Jun
,
Zhen Qin
,
Tianqi Liu
,
Carl Yang
,
Yi Liang
,
Simon Baumgartner
,
Michael Bendersky
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation.
CoRR
(2024)
Kaiqiao Han
,
Yi Yang
,
Zijie Huang
,
Xuan Kan
,
Yang Yang
,
Ying Guo
,
Lifang He
,
Liang Zhan
,
Yizhou Sun
,
Wei Wang
,
Carl Yang
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations.
CoRR
(2024)
Hejie Cui
,
Xinyu Fang
,
Ran Xu
,
Xuan Kan
,
Joyce C. Ho
,
Carl Yang
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM.
CoRR
(2024)
Zhenghong Lin
,
Qishan Yan
,
Weiming Liu
,
Shiping Wang
,
Menghan Wang
,
Yanchao Tan
,
Carl Yang
Automatic Hypergraph Generation for Enhancing Recommendation With Sparse Optimization.
IEEE Trans. Multim.
26 (2024)
Ke Zhang
,
Lichao Sun
,
Bolin Ding
,
Siu Ming Yiu
,
Carl Yang
Deep Efficient Private Neighbor Generation for Subgraph Federated Learning.
SDM
(2024)
Ran Xu
,
Wenqi Shi
,
Yue Yu
,
Yuchen Zhuang
,
Bowen Jin
,
May D. Wang
,
Joyce C. Ho
,
Carl Yang
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.
CoRR
(2024)
Qiuchen Zhang
,
Hong-Kyu Lee
,
Jing Ma
,
Jian Lou
,
Carl Yang
,
Li Xiong
DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy.
WWW
(2024)
Yanchao Tan
,
Hang Lv
,
Xinyi Huang
,
Jiawei Zhang
,
Shiping Wang
,
Carl Yang
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining.
CoRR
(2024)
Hang Lv
,
Zehai Chen
,
Yacong Yang
,
Guofang Ma
,
Yanchao Tan
,
Carl Yang
BoxCare: A Box Embedding Model for Disease Representation and Diagnosis Prediction in Healthcare Data.
WWW (Companion Volume)
(2024)
Jiaying Lu
,
Shifan Zhao
,
Wenjing Ma
,
Hui Shao
,
Xiao Hu
,
Yuanzhe Xi
,
Carl Yang
Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process.
WWW (Companion Volume)
(2024)
Ran Xu
,
Hejie Cui
,
Yue Yu
,
Xuan Kan
,
Wenqi Shi
,
Yuchen Zhuang
,
May Dongmei Wang
,
Wei Jin
,
Joyce Ho
,
Carl Yang
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.
ACL (Findings)
(2024)
Junruo Gao
,
Chen Ling
,
Carl Yang
,
Liang Zhao
Helper Recommendation with seniority control in Online Health Community.
SDM
(2024)
Shengbo Gong
,
Juntong Ni
,
Noveen Sachdeva
,
Carl Yang
,
Wei Jin
GC-Bench: A Benchmark Framework for Graph Condensation with New Insights.
CoRR
(2024)
Yanchao Tan
,
Zihao Zhou
,
Hang Lv
,
Weiming Liu
,
Carl Yang
WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding.
NeurIPS
(2023)
Jiaying Lu
,
Carl Yang
Open-World Taxonomy and Knowledge Graph Co-Learning.
AKBC
(2022)