2021

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Neural Structured Learning: Training Neural Networks with Structured Signals
Arjun Gopalan | Da-Cheng Juan | Cesar Ilharco Magalhaes | Chun-Sung Ferng | Allan Heydon | Chun-Ta Lu | Philip Pham | George Yu | Yicheng Fan | Yueqi Wang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

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Ultra Fine-Grained Image Semantic Embedding
Da-Cheng Juan | Chun-Ta Lu | Zhen Li | Futang Peng | Aleksei Timofeev | Yi-Ting Chen | Yaxi Gao | Tom Duerig | Andrew Tomkins | Sujith Ravi
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

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Deep Distribution Network: Addressing the Data Sparsity Issue for Top-N Recommendation
Lei Zheng | Chaozhuo Li | Chun-Ta Lu | Jiawei Zhang | Philip S. Yu
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

doi dblp
Gated Spectral Units: Modeling Co-evolving Patterns for Sequential Recommendation
Lei Zheng | Ziwei Fan | Chun-Ta Lu | Jiawei Zhang | Philip S. Yu
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

doi dblp
Inferring Context from Pixels for Multimodal Image Classification
Manan Shah | Krishnamurthy Viswanathan | Chun-Ta Lu | Ariel Fuxman | Zhen Li | Aleksei Timofeev | Chao Jia | Chen Sun
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

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Learning from Multi-View Multi-Way Data via Structural Factorization Machines
Chun-Ta Lu | Lifang He | Hao Ding | Bokai Cao | Philip S. Yu
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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Multilinear Factorization Machines for Multi-Task Multi-View Learning
Chun-Ta Lu | Lifang He | Weixiang Shao | Bokai Cao | Philip S. Yu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp
Multi-view Clustering with Graph Embedding for Connectome Analysis
Guixiang Ma | Lifang He | Chun-Ta Lu | Weixiang Shao | Philip S. Yu | Alex D. Leow | Ann B. Ragin
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2014

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Inferring the impacts of social media on crowdfunding
Chun-Ta Lu | Sihong Xie | Xiangnan Kong | Philip S. Yu
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

doi dblp
Identifying Your Customers in Social Networks
Chun-Ta Lu | Hong-Han Shuai | Philip S. Yu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014