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Intelligent Online Selling Point Extraction for E-Commerce Recommendation


Dec 16, 2021
Xiaojie Guo, Shugen Wang, Hanqing Zhao, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Yun Xiao, Bo Long, Han Yu, Lingfei Wu

* IAAI 2022 industry award 

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Automatic Product Copywriting for E-Commerce


Dec 15, 2021
Xueying Zhang, Yanyan Zou, Hainan Zhang, Jing Zhou, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Han Yu, Lingfei Wu

* Accepted by AAAI 2022/IAAI 2022 under the track of "Highly Innovative Applications of AI" 

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DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization


Dec 15, 2021
Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long

* SIGIR 2021: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, July 2021, Pages 2146-2150 

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TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding Network


Aug 09, 2021
Zhengyi Liu, Yuan Wang, Zhengzheng Tu, Yun Xiao, Bin Tang


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SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search


Jul 01, 2021
Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang

* 2 pages, 1 figure; accepted by SIGIR2021 industry track 

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Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index


May 28, 2021
Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang

* 4 pages, 4 figures; accepted by SIGIR2021 

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Person Search Challenges and Solutions: A Survey


May 01, 2021
Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann

* 8 pages; Accepted by IJCAI 2021 Survey Track 

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A unified Neural Network Approach to E-CommerceRelevance Learning


Apr 26, 2021
Yunjiang Jiang, Yue Shang, Rui Li, Wen-Yun Yang, Guoyu Tang, Chaoyi Ma, Yun Xiao, Eric Zhao

* DLP-KDD 2019 
* 6 pages 

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From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search


Mar 24, 2021
Rui Li, Yunjiang Jiang, Wenyun Yang, Guoyu Tang, Songlin Wang, Chaoyi Ma, Wei He, Xi Xiong, Yun Xiao, Eric Yihong Zhao

* Accepted in SIGIR 2019 

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NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition


Mar 17, 2021
Pengzhen Ren, Gang Xiao, Xiaojun Chang, Yun Xiao, Zhihui Li, Xiaojiang Chen

* 10 pages 

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Query Rewriting via Cycle-Consistent Translation for E-Commerce Search


Mar 01, 2021
Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang


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BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search


Oct 20, 2020
Yunjiang Jiang, Yue Shang, Ziyang Liu, Hongwei Shen, Yun Xiao, Wei Xiong, Sulong Xu, Weipeng Yan, Di Jin

* 10 pages, 7 figures, to appear in ICDM 2020 

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A Survey of Deep Active Learning


Aug 30, 2020
Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang


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Fine-tune BERT for E-commerce Non-Default Search Ranking


Aug 21, 2020
Yunjiang Jiang, Yue Shang, Hongwei Shen, Wen-Yun Yang, Yun Xiao

* 4 pages, SIGIR 2019 eCommerce Data Challenge report paper 

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Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint


Jul 27, 2020
Zhuojian Xiao, Yunjiang jiang, Guoyu Tang, Lin Liu, Sulong Xu, Yun Xiao, Weipeng Yan


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A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions


Jun 01, 2020
Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang


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Saliency Detection via Bidirectional Absorbing Markov Chain


Aug 25, 2018
Fengling Jiang, Bin Kong, Ahsan Adeel, Yun Xiao, Amir Hussain

* To appear in the 9th International Conference on Brain Inspired Cognitive Systems (BICS 2018) 

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