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Path-based Deep Network for Candidate Item Matching in Recommenders


May 18, 2021
Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang

* Accepted for publication in SIGIR2021 

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Learning a Product Relevance Model from Click-Through Data in E-Commerce


Feb 14, 2021
Shaowei Yao, Jiwei Tan, Xi Chen, Keping Yang, Rong Xiao, Hongbo Deng, Xiaojun Wan

* Accepted to TheWebConf/WWW 2021 

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Explanation as a Defense of Recommendation


Jan 24, 2021
Aobo Yang, Nan Wang, Hongbo Deng, Hongning Wang

* WSDM 2021 

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CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network


May 23, 2020
Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun

* Accepted to SIGIR 2020 

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AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search


Jan 13, 2020
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou


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Gated Group Self-Attention for Answer Selection


May 26, 2019
Dong Xu, Jianhui Ji, Haikuan Huang, Hongbo Deng, Wu-Jun Li


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