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Junming Yin

Carnegie Mellon University

Bridging Music and Text with Crowdsourced Music Comments: A Sequence-to-Sequence Framework for Thematic Music Comments Generation


Sep 05, 2022
Peining Zhang, Junliang Guo, Linli Xu, Mu You, Junming Yin


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Thompson Sampling for Bandit Learning in Matching Markets


May 02, 2022
Fang Kong, Junming Yin, Shuai Li

* Accepted in IJCAI'2022 

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Deep Reinforcement Learning for Personalized Search Story Recommendation


Jul 26, 2019
Jason, Zhang, Junming Yin, Dongwon Lee, Linhong Zhu


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Multi-Label Annotation Aggregation in Crowdsourcing


Jun 19, 2017
Xuan Wei, Daniel Dajun Zeng, Junming Yin

* 15 pages, 7 figures 

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Convex-constrained Sparse Additive Modeling and Its Extensions


May 01, 2017
Junming Yin, Yaoliang Yu

* 17 pages, 2 figures 

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Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization


Jul 23, 2016
Linhong Zhu, Dong Guo, Junming Yin, Greg Ver Steeg, Aram Galstyan

* Technical report for paper "Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks" that appears in IEEE Transactions on Knowledge and Data Engineering 2016 

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Distributed Training of Deep Neural Networks with Theoretical Analysis: Under SSP Setting


Dec 11, 2015
Abhimanu Kumar, Pengtao Xie, Junming Yin, Eric P. Xing

* The paper needs more refinement 

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Group Sparse Additive Models


Jun 18, 2012
Junming Yin, Xi Chen, Eric Xing

* ICML2012 

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