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Carl Yang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

120

Venues

27

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

120 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITransferable Graph Condensation from the Causal Perspective.Huaming Du, Yijie Huang, Su Yao, Yiying Wang, Yueyang Zhou, Jingwen Yang, Jinshi Zhang, Han Ji, Yu Zhao, Guisong Liu, Hegui Zhang, Carl Yang, Gang Kou
2026ACLBeyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking.Shengbo Gong, Xianfeng Tang, Qi He, Carl Yang, Wei Jin
2026ACLOpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment.Tianci Liu, Ran Xu, Tony Yu, Ilgee Hong, Carl Yang, Tuo Zhao, Haoyu Wang
2026ACLRAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation.Ran Xu, Yuchen Zhuang, Yue Yu, Haoyu Wang, Wenqi Shi, Carl Yang
2026DASFAASpatio-Temporal Fusion in Graph Neural Network for Streaming Knowledge Tracing.Yi-Fei Wen, Hang Liang, Carl Yang, Wen-Bo Xie, Yajun Du, Xianyong Li, Yan-Li Lee
2026EACLBeyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing.Shigeng Chen, Linhao Luo, Zhangchi Qiu, Yanan Cao, Carl Yang, Shirui Pan
2026KDDScalable Graph Condensation with Evolving Capabilities.Shengbo Gong, Mohammad Hashemi, Juntong Ni, Carl Yang, Wei Jin
2026KDDAwaken the Giant: Activating LLMs via Deep Model Guidance for Boundary-aware Medication Recommendation.Hang Lv, Zixuan Guo, Yanchao Tan, Wanzi Shao, Hengyu Zhang, Carl Yang
2026KDDEviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning.Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang
2026PAKDDA Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data and LLMs Perspective.Huaming Du, Cancan Feng, Yuqian Lei, Chenyang Zhang, Guisong Liu, Gang Kou, Carl Yang, Yu Zhao
2026PAKDDPrompt-Tuning with Attribute Guidance for Low-Resource Entity Matching.Lihui Liu, Carl Yang
2026WWWTraceable Latent Variable Discovery Based on Multi-Agent Collaboration.Huaming Du, Tao Hu, Yijie Huang, Yu Zhao, Guisong Liu, Tao Gu, Gang Kou, Carl Yang
2026WWWA Unified Framework for Rule Learning: Integrating Commonsense Knowledge from LLMs with Structured Knowledge from Knowledge Graphs.Qirui Hao, Kewei Cheng, Tongze Zhang, Hongyuan Liu, Junming Shao, Carl Yang
2026WWWMixRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.Lihui Liu, Jiayuan Ding, Subhabrata Mukherjee, Carl Yang
2025AIMECausal Brain Connectivity: Integrating Granger Directed Graphs in fMRI Analysis.Tianyi Zhang, Keqi Han, Jiawei Nie, Chenyu You, Sanne J. H. van Rooij, Jennifer S. Stevens, Boadie Dunlop, Charles Gillespie, Carl Yang
2025COLINGPiecing It All Together: Verifying Multi-Hop Multimodal Claims.Haoran Wang, Aman Rangapur, Xiongxiao Xu, Yueqing Liang, Haroon Gharwi, Carl Yang, Kai Shu
2025CVPRFedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity.Zihan Tan, Guancheng Wan, Wenke Huang, He Li, Guibin Zhang, Carl Yang, Mang Ye
2025EMNLPExplainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training.Huaming Du, Lei Yuan, Cancan Feng, Guisong Liu, Gang Kou, Carl Yang
2025EMNLPRetrieval-augmented GUI Agents with Generative Guidelines.Ran Xu, Kaixin Ma, Wenhao Yu, Hongming Zhang, Joyce C. Ho, Carl Yang, Dong Yu
2025ICLRSubgraph Federated Learning for Local Generalization.Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park
2025ICMLEAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification.Zitong Shi, Guancheng Wan, Wenke Huang, Guibin Zhang, He Li, Carl Yang, Mang Ye
2025ICMLBoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare.Yanchao Tan, Hang Lv, Yunfei Zhan, Guofang Ma, Bo Xiong, Carl Yang
2025ICMLGuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning.Zhen Xiang, Linzhi Zheng, Yanjie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li
2025IJCAIContrastive Unlearning: A Contrastive Approach to Machine Unlearning.Hong-Kyu Lee, Qiuchen Zhang, Carl Yang, Jian Lou, Li Xiong
2025KDDFedKDD 2025: The 2025 International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.Carl Yang, Guancheng Wan, Zhuangdi Zhu, Zheng Xu, Junyuan Hong, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou
2025KDDA Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare.Ran Xu, Patrick Jiang, Linhao Luo, Cao Xiao, Adam Cross, Shirui Pan, Jimeng Sun, Carl Yang
2025KDDBoosting E-commerce Content Diversity: A Graph-based RAG Approach with User Reviews.Jiaxi Yang, Yiling Jia, Carl Yang, Yi Liang, Lu Lin
2025KDDGraph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks.Zewen Liu, Xiaoda Wang, Bohan Wang, Zijie Huang, Carl Yang, Wei Jin
2025KDDCausal Discovery through Synergizing Large Language Model and Data-Driven Reasoning.Huaming Du, Yujia Zheng, Baoyu Jing, Yu Zhao, Gang Kou, Guisong Liu, Tao Gu, Weimin Li, Carl Yang
2025KDDKDD Health Day 2025: Harnessing AI Opportunities in Biomedicine and Healthcare.Peipei Ping, Wei Ding, Carl Yang
2025NAACLSimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains.Ran Xu, Hui Liu, Sreyashi Nag, Zhenwei Dai, Yaochen Xie, Xianfeng Tang, Chen Luo, Yang Li, Joyce C. Ho, Carl Yang, Qi He
2025WWWMedAssist: LLM-Empowered Medical Assistant for Assisting the Scrutinization and Comprehension of Electronic Health Records.Ran Xu, Wenqi Shi, Jonathan Wang, Jasmine Zhou, Carl Yang
2025WWWIntegrating Large Language Models and Knowledge Graphs for Next-level AGI.Linhao Luo, Carl Yang, Evgeny Kharlamov, Shirui Pan
2025WWWLarge Language Model Empowered Logical Relations Mining for Personalized Recommendation.Yanchao Tan, Wanzi Shao, Guofang Ma, Carl Yang
2025WWWMaSH: Maximal Separating Poincar Hyperplanes for Hierarchical Imbalanced Learning.Bo Xiong, Jiaying Lu, Yuqicheng Zhu, Carl Yang
2025SDMFedGrAINS: Personalized SubGraph Federated Learning with AdaptIve Neighbor Sampling.Emir Ceyani, Han Xie, Baturalp Buyukates, Carl Yang, Salman Avestimehr
2024AAAIUnveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning.Yiqi Dong, Dongxiao He, Xiaobao Wang, Youzhu Jin, Meng Ge, Carl Yang, Di Jin
2024ACLKnowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.Ran Xu, Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang, May Dongmei Wang, Wei Jin, Joyce C. Ho, Carl Yang
2024ACLRAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May Dongmei Wang, Joyce C. Ho, Carl Yang
2024CIKMCausality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation.Baoyu Jing, Dawei Zhou, Kan Ren, Carl Yang
2024CIKMHypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical Structures.Eric Wonhee Lee, Bo Xiong, Carl Yang, Joyce C. Ho
2024CIKMFederated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing.Han Xie, Li Xiong, Carl Yang
2024EMNLPBMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers.Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May Dongmei Wang, Joyce C. Ho, Chao Zhang, Carl Yang
2024EMNLPMedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning.Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Haotian Sun, Hang Wu, Carl Yang, May Dongmei Wang
2024EMNLPEHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records.Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu, Yuanda Zhu, Joyce C. Ho, Carl Yang, May Dongmei Wang
2024ICDELogical Relation Modeling and Mining in Hyperbolic Space for Recommendation.Yanchao Tan, Hang Lv, Zihao Zhou, Wenzhong Guo, Bo Xiong, Weiming Liu, Chaochao Chen, Shiping Wang, Carl Yang
2024KDDRepresentation Learning of Temporal Graphs with Structural Roles.Huaming Du, Long Shi, Xingyan Chen, Yu Zhao, Hegui Zhang, Carl Yang, Fuzhen Zhuang, Gang Kou
2024KDDFedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.Junyuan Hong, Carl Yang, Zhuangdi Zhu, Zheng Xu, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou
2024KDDTACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data.Ziyang Zhang, Hejie Cui, Ran Xu, Yuzhang Xie, Joyce C. Ho, Carl Yang
2024MICCAIInterpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation.Haoteng Tang, Guodong Liu, Siyuan Dai, Kai Ye, Kun Zhao, Wenlu Wang, Carl Yang, Lifang He, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
2024WWWUncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process.Jiaying Lu, Shifan Zhao, Wenjing Ma, Hui Shao, Xiao Hu, Yuanzhe Xi, Carl Yang
2024WWWBoxCare: A Box Embedding Model for Disease Representation and Diagnosis Prediction in Healthcare Data.Hang Lv, Zehai Chen, Yacong Yang, Guofang Ma, Yanchao Tan, Carl Yang
2024WWWEnhancing Progressive Diagnosis Prediction in Healthcare with Continuous Normalizing Flows.Yanchao Tan, Hengyu Zhang, Zihao Zhou, Guofang Ma, Fan Wang, Weiming Liu, Xinting Liao, Vicki Stover Hertzberg, Carl Yang
2024WWWDPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy.Qiuchen Zhang, Hong-Kyu Lee, Jing Ma, Jian Lou, Carl Yang, Li Xiong
2024SIGIRPromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
2024WSDMGAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction.Amit Roy, Juan Shu, Jia Li, Carl Yang, Olivier Elshocht, Jeroen Smeets, Pan Li
2024SDMHelper Recommendation with seniority control in Online Health Community.Junruo Gao, Chen Ling, Carl Yang, Liang Zhao
2024SDMDeep Efficient Private Neighbor Generation for Subgraph Federated Learning.Ke Zhang, Lichao Sun, Bolin Ding, Siu Ming Yiu, Carl Yang
2023AAAINeighborhood-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
2023ACLPV2TEA: Patching Visual Modality to Textual-Established Information Extraction.Hejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang, Carl Yang, Xian Li
2023EMNLPMuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields.Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang
2023ICDEDynamic Activation of Clients and Parameters for Federated Learning over Heterogeneous Graphs.Zishan Gu, Ke Zhang, Guangji Bai, Liang Chen, Liang Zhao, Carl Yang
2023ICDERevisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks.Carl Yang, Jiawei Han
2023ICDMEnhancing Personalized Healthcare via Capturing Disease Severity, Interaction, and Progression.Yanchao Tan, Zihao Zhou, Leisheng Yu, Weiming Liu, Chaochao Chen, Guofang Ma, Xiao Hu, Vicki Stover Hertzberg, Carl Yang
2023KDDWhen to Pre-Train Graph Neural Networks? From Data Generation Perspective!Yuxuan Cao, Jiarong Xu, Carl Yang, Jiaan Wang, Yunchao Zhang, Chunping Wang, Lei Chen, Yang Yang
2023KDDR-Mixup: Riemannian Mixup for Biological Networks.Xuan Kan, Zimu Li, Hejie Cui, Yue Yu, Ran Xu, Shaojun Yu, Zilong Zhang, Ying Guo, Carl Yang
2023KDDGraph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications.Han Xie, Da Zheng, Jun Ma, Houyu Zhang, Vassilis N. Ioannidis, Xiang Song, Qing Ping, Sheng Wang, Carl Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi
2023WWWFederated Node Classification over Graphs with Latent Link-type Heterogeneity.Han Xie, Li Xiong, Carl Yang
2023SIGIRHiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting.Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang
2023SIGIRWeakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training.Ran Xu, Yue Yu, Joyce C. Ho, Carl Yang
2022CIKMOn Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs.Hejie Cui, Zijie Lu, Pan Li, Carl Yang
2022CIKMPartial Relaxed Optimal Transport for Denoised Recommendation.Yanchao Tan, Carl Yang, Xiangyu Wei, Ziyue Wu, Weiming Liu, Xiaolin Zheng
2022CIKMThe 1st International Workshop on Federated Learning with Graph Data (FedGraph).Carl Yang, Xiaoxiao Li, Nathalie Baracaldo, Neil Shah, Chaoyang He, Lingjuan Lyu, Lichao Sun, Salman Avestimehr
2022ECIRHow Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation.Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
2022EMNLPEfficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation.Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Xun Chen, Lichao Sun
2022ICDEEnhancing Recommendation with Automated Tag Taxonomy Construction in Hyperbolic Space.Yanchao Tan, Carl Yang, Xiangyu Wei, Chaochao Chen, Longfei Li, Xiaolin Zheng
2022ICLRGraph Auto-Encoder via Neighborhood Wasserstein Reconstruction.Mingyue Tang, Pan Li, Carl Yang
2022IJCAIData-Free Adversarial Knowledge Distillation for Graph Neural Networks.Yuanxin Zhuang, Lingjuan Lyu, Chuan Shi, Carl Yang, Lichao Sun
2022KDDBrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning.Junru Chen, Yang Yang, Tao Yu, Yingying Fan, Xiaolong Mo, Carl Yang
2022KDD4SDrug: Symptom-based Set-to-set Small and Safe Drug Recommendation.Yanchao Tan, Chengjun Kong, Leisheng Yu, Pan Li, Chaochao Chen, Xiaolin Zheng, Vicki Hertzberg, Carl Yang
2022KDDData-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning.Yi Yang, Yanqiao Zhu, Hejie Cui, Xuan Kan, Lifang He, Ying Guo, Carl Yang
2022KDDDynamic Network Anomaly Modeling of Cell-Phone Call Detail Records for Infectious Disease Surveillance.Carl Yang, Hongwen Song, Mingyue Tang, Leon Danon, Ymir Vigfusson
2022MICCAIInterpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis.Hejie Cui, Wei Dai, Yanqiao Zhu, Xiaoxiao Li, Lifang He, Carl Yang
2022NAACLSAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction.Yuxin Xiao, Zecheng Zhang, Yuning Mao, Carl Yang, Jiawei Han
2022WWWKoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios.Yiqing Xie, Zhen Wang, Carl Yang, Yaliang Li, Bolin Ding, Hongbo Deng, Jiawei Han
2022SIGIRMetaCare++: Meta-Learning with Hierarchical Subtyping for Cold-Start Diagnosis Prediction in Healthcare Data.Yanchao Tan, Carl Yang, Xiangyu Wei, Chaochao Chen, Weiming Liu, Longfei Li, Jun Zhou, Xiaolin Zheng
2022SDMStructure-Enhanced Heterogeneous Graph Contrastive Learning.Yanqiao Zhu, Yichen Xu, Hejie Cui, Carl Yang, Qiang Liu, Shu Wu
2021CIKMLightweight Visual Question Answering using Scene Graphs.Sai Vidyaranya Nuthalapati, Ramraj Chandradevan, Eleonora Giunchiglia, Bowen Li, Maxime Kayser, Thomas Lukasiewicz, Carl Yang
2021ICDEMulti-Facet Recommender Networks with Spherical Optimization.Yanchao Tan, Carl Yang, Xiangyu Wei, Yun Ma, Xiaolin Zheng
2021ICDMDeep Generation of Heterogeneous Networks.Chen Ling, Carl Yang, Liang Zhao
2021IJCAIUnderstanding Structural Vulnerability in Graph Convolutional Networks.Liang Chen, Jintang Li, Qibiao Peng, Yang Liu, Zibin Zheng, Carl Yang
2021IJCAIGraph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks.Gongxu Luo, Jianxin Li, Hao Peng, Carl Yang, Lichao Sun, Philip S. Yu, Lifang He
2021IJCAISecure Deep Graph Generation with Link Differential Privacy.Carl Yang, Haonan Wang, Ke Zhang, Liang Chen, Lichao Sun
2021IJCAITAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract).Carl Yang, Jieyu Zhang, Jiawei Han
2021WWWControllable Gradient Item Retrieval.Haonan Wang, Chang Zhou, Carl Yang, Hongxia Yang, Jingrui He
2021WSDMTime-Series Event Prediction with Evolutionary State Graph.Wenjie Hu, Yang Yang, Ziqiang Cheng, Carl Yang, Xiang Ren
2021WSDMLearning and Updating Node Embedding on Dynamic Heterogeneous Information Network.Yuanzhen Xie, Zijing Ou, Liang Chen, Yang Liu, Kun Xu, Carl Yang, Zibin Zheng
2020ICDMIntegrating Group Homophily and Individual Personality of Topics Can Better Model Network Communities.Yingkui Wang, Di Jin, Carl Yang, Jianwu Dang
2020ICDMCo-Embedding Network Nodes and Hierarchical Labels with Taxonomy Based Generative Adversarial Networks.Carl Yang, Jieyu Zhang, Jiawei Han
2020IJCAIWhen Do GNNs Work: Understanding and Improving Neighborhood Aggregation.Yiqing Xie, Sha Li, Carl Yang, Raymond Chi-Wing Wong, Jiawei Han
2020KDDUnsupervised Differentiable Multi-aspect Network Embedding.Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han
2020KDDMultiSage: Empowering GCN with Contextualized Multi-Embeddings on Web-Scale Multipartite Networks.Carl Yang, Aditya Pal, Andrew Zhai, Nikil Pancha, Jiawei Han, Charles Rosenberg, Jure Leskovec
2020SIGIRCertifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines.Yang Liu, Xianzhuo Xia, Liang Chen, Xiangnan He, Carl Yang, Zibin Zheng
2020SIGIRNeural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization.Carl Yang, Jieyu Zhang, Haonan Wang, Bangzheng Li, Jiawei Han
2020WSDMRelation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders.Carl Yang, Jieyu Zhang, Haonan Wang, Sha Li, Myunghwan Kim, Matt Walker, Yiou Xiao, Jiawei Han
2019CIKMQuery-Specific Knowledge Summarization with Entity Evolutionary Networks.Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han
2019ICDMcube2net: Efficient Query-Specific Network Construction with Data Cube Organization.Carl Yang, Jiawei Han
2019ICDMNeural Embedding Propagation on Heterogeneous Networks.Carl Yang, Jieyu Zhang, Jiawei Han
2019IJCNNRASE: Relationship Aware Social Embedding.Aravind Sankar, Adit Krishnan, Zongjian He, Carl Yang
2019WWWPlace Deduplication with Embeddings.Carl Yang, Do Huy Hoang, Toms Mikolov, Jiawei Han
2019SDMRelationship Profiling over Social Networks: Reverse Smoothness from Similarity to Closeness.Carl Yang, Kevin Chang
2018AAAISpatiotemporal Activity Modeling Under Data Scarcity: A Graph-Regularized Cross-Modal Embedding Approach.Chao Zhang, Mengxiong Liu, Zhengchao Liu, Carl Yang, Luming Zhang, Jiawei Han
2018EuroParDesign Principles for Sparse Matrix Multiplication on the GPU.Carl Yang, Aydin Bulu, John D. Owens
2018ICDEDid You Enjoy the Ride? Understanding Passenger Experience via Heterogeneous Network Embedding.Carl Yang, Chao Zhang, Xuewen Chen, Jieping Ye, Jiawei Han
2018ICDMMeta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights.Carl Yang, Yichen Feng, Pan Li, Yu Shi, Jiawei Han
2018ICPPImplementing Push-Pull Efficiently in GraphBLAS.Carl Yang, Aydin Bulu, John D. Owens
2018KDDI Know You'll Be Back: Interpretable New User Clustering and Churn Prediction on a Mobile Social Application.Carl Yang, Xiaolin Shi, Luo Jie, Jiawei Han
2017KDDBridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI Recommendation.Carl Yang, Lanxiao Bai, Chao Zhang, Quan Yuan, Jiawei Han
2017WWWBi-directional Joint Inference for User Links and Attributes on Large Social Graphs.Carl Yang, Lin Zhong, Li-Jia Li, Luo Jie
2016HPDCA Comparative Study on Exact Triangle Counting Algorithms on the GPU.Leyuan Wang, Yangzihao Wang, Carl Yang, John D. Owens