2022

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Partial Relaxed Optimal Transport for Denoised Recommendation
Yanchao Tan | Carl Yang | Xiangyu Wei | Ziyue Wu | Weiming Liu | Xiaolin Zheng
Proceedings of the Workshop on Deep Learning for Search and Recommendation (DL4SR 2022) co-located with the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, Georgia, USA, October 17-21, 2022

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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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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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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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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

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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

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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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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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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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

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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

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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

2019

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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

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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