Carl Yang

2026

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Traceable Latent Variable Discovery Based on Multi-Agent Collaboration.
Huaming Du|Tao Hu|Yijie Huang|Yu Zhao|Guisong Liu|Tao Gu|Gang Kou|Carl Yang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
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A 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
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
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MixRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.
Lihui Liu|Jiayuan Ding|Subhabrata Mukherjee|Carl Yang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Carl Yang|Alf-Christian Schering|Holger Meyer|Senjuti Basu Roy|Andreas Heuer|Jessie Li|Alf-Christian Schering|Carl Yang|Senjuti Basu Roy|Holger Meyer|Andreas Heuer|Jessie Li
International Conference on Information and Knowledge Management (CIKM) 2025
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The State of GenAI at a Top-Tier Computer Science Conference.
Jaap Kamps|Carl Yang
SIGIR Forum 2025 Volume 59 Issue 2
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Report on the 34th ACM Conference on Information and Knowledge Management (CIKM 2025).
Carl Yang|Senjuti Basu Roy|Zhenhui Jessie Li|Jaap Kamps|Meeyoung Cha|Chanyoung Park|Noseong Park
SIGIR Forum 2025 Volume 59 Issue 2
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Unified Heterogeneous Hypergraph Construction for Incomplete Multimedia Recommendation.
Zhenghong Lin|Yanchao Tan|Jiamin Chen|Hengyu Zhang|Chaochao Chen|Shiping Wang|Carl Yang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
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MedAssist: LLM-Empowered Medical Assistant for Assisting the Scrutinization and Comprehension of Electronic Health Records.
Ran Xu|Wenqi Shi|Jonathan Wang|Jasmine Zhou|Carl Yang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
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Integrating Large Language Models and Knowledge Graphs for Next-level AGI.
Linhao Luo|Carl Yang|Evgeny Kharlamov|Shirui Pan
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
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Large Language Model Empowered Logical Relations Mining for Personalized Recommendation.
Yanchao Tan|Wanzi Shao|Guofang Ma|Carl Yang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
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MaSH: Maximal Separating Poincaré Hyperplanes for Hierarchical Imbalanced Learning.
Bo Xiong|Jiaying Lu|Yuqicheng Zhu|Carl Yang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation.
Baoyu Jing|Dawei Zhou|Kan Ren|Carl Yang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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HypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical Structures.
Eric Wonhee Lee|Bo Xiong|Carl Yang|Joyce C. Ho
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Federated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing.
Han Xie|Li Xiong|Carl Yang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.
Yuzhang Xie|Jiaying Lu|Joyce C. Ho|Fadi B. Nahab|Xiao Hu|Carl Yang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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GAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction.
Amit Roy|Juan Shu|Jia Li|Carl Yang|Olivier Elshocht|Jeroen Smeets|Pan Li
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
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DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy.
Qiuchen Zhang|Hong-Kyu Lee|Jing Ma|Jian Lou|Carl Yang|Li Xiong
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Uncertainty-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
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
BoxCare: 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
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Enhancing 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
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting.
Jiaying Lu|Jiaming Shen|Bo Xiong|Wenjing Ma|Steffen Staab|Carl Yang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training.
Ran Xu|Yue Yu|Joyce C. Ho|Carl Yang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Federated Node Classification over Graphs with Latent Link-type Heterogeneity.
Han Xie|Li Xiong|Carl Yang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Open-World Taxonomy and Knowledge Graph Co-Learning.
Jiaying Lu|Carl Yang
4th Conference on Automated Knowledge Base Construction, AKBC 2022, London, UK, November 3-5, 2022.
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On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs.
Hejie Cui|Zijie Lu|Pan Li|Carl Yang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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The 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
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation.
Hejie Cui|Jiaying Lu|Yao Ge|Carl Yang
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II
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MetaCare++: 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
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios.
Yiqing Xie|Zhen Wang|Carl Yang|Yaliang Li|Bolin Ding|Hongbo Deng|Jiawei Han
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Lightweight Visual Question Answering using Scene Graphs.
Sai Vidyaranya Nuthalapati|Ramraj Chandradevan|Eleonora Giunchiglia|Bowen Li|Maxime Kayser|Thomas Lukasiewicz|Carl Yang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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Time-Series Event Prediction with Evolutionary State Graph.
Wenjie Hu|Yang Yang|Ziqiang Cheng|Carl Yang|Xiang Ren
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
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Learning and Updating Node Embedding on Dynamic Heterogeneous Information Network.
Yuanzhen Xie|Zijing Ou|Liang Chen|Yang Liu|Kun Xu|Carl Yang|Zibin Zheng
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
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Controllable Gradient Item Retrieval.
Haonan Wang|Chang Zhou|Carl Yang|Hongxia Yang|Jingrui He
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

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Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines.
Yang Liu|Xianzhuo Xia|Liang Chen|Xiangnan He|Carl Yang|Zibin Zheng
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization.
Carl Yang|Jieyu Zhang|Haonan Wang|Bangzheng Li|Jiawei Han
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Relation 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
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

doi dblp
Query-Specific Knowledge Summarization with Entity Evolutionary Networks.
Carl Yang|Lingrui Gan|Zongyi Wang|Jiaming Shen|Jinfeng Xiao|Jiawei Han
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Place Deduplication with Embeddings.
Carl Yang|Do Huy Hoang|Tomás Mikolov|Jiawei Han
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2017

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Bi-directional Joint Inference for User Links and Attributes on Large Social Graphs.
Carl Yang|Lin Zhong|Li-Jia Li|Luo Jie
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017