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PromptBERT: Improving BERT Sentence Embeddings with Prompts


Jan 12, 2022
Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang


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Stock Movement Prediction Based on Bi-typed and Hybrid-relational Market Knowledge Graph via Dual Attention Networks


Jan 11, 2022
Yu Zhao, Huaming Du, Ying Liu, Shaopeng Wei, Xingyan Chen, Huali Feng, Qinghong Shuai, Qing Li, Fuzhen Zhuang, Gang Kou

* 11 pages, 5 figures 

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Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection


Jan 04, 2022
Yongchun Zhu, Dongbo Xi, Bowen Song, Fuzhen Zhuang, Shuai Chen, Xi Gu, Qing He

* TheWebConf(WWW) 2020 Main Conference Long Paper 

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Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources


Jan 04, 2022
Yongchun Zhu, Fuzhen Zhuang, Deqing Wang

* AAAI 2019 long paper. Multi-source Domain Adaptation 

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Multi-Representation Adaptation Network for Cross-domain Image Classification


Jan 04, 2022
Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Jingwu Chen, Zhiping Shi, Wenjuan Wu, Qing He

* Neural Networks regular paper. Transfer Learning, Domain Adaptation 

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Exploiting Bi-directional Global Transition Patterns and Personal Preferences for Missing POI Category Identification


Dec 31, 2021
Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Hengshu Zhu, Pengpeng Zhao, Chang Tan, Qing He

* Accepted by Neural Networks. arXiv admin note: text overlap with arXiv:2112.15285 

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Neural Hierarchical Factorization Machines for User's Event Sequence Analysis


Dec 31, 2021
Dongbo Xi, Fuzhen Zhuang, Bowen Song, Yongchun Zhu, Shuai Chen, Dan Hong, Tao Chen, Xi Gu, Qing He

* Accepted by SIGIR2020 

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Domain Adaptation with Category Attention Network for Deep Sentiment Analysis


Dec 31, 2021
Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou, Xiaohu Cheng, Fen Lin, Qing He

* Accepted by WWW2020 

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Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification


Dec 31, 2021
Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Jingjing Gu, Hui Xiong, Qing He

* Accepted by AAAI2019 

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Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement


Dec 27, 2021
Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He


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Dual Hierarchical Attention Networks for Bi-typed Heterogeneous Graph Learning


Dec 24, 2021
Yu Zhao, Shaopeng Wei, Huaming Du, Xingyan Chen, Qing Li, Fuzhen Zhuang, Ji Liu, Gang Kou

* 12 pages, 8 figures and 4 tables 

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Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment


Dec 01, 2021
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen


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Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning


Nov 11, 2021
Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Chao Li, Hui Xiong, Qing He, Yongjun Xu

* Accepted to TKDE 

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Deep Keyphrase Completion


Oct 29, 2021
Yu Zhao, Jia Song, Huali Feng, Fuzhen Zhuang, Qing Li, Xiaojie Wang, Ji Liu


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Personalized Transfer of User Preferences for Cross-domain Recommendation


Oct 22, 2021
Yongchun Zhu, Zhenwei Tang, Yudan Liu, Fuzhen Zhuang, Ruobing Xie, Xu Zhang, Leyu Lin, Qing He

* Accepted by WSDM 2022 

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Improving Non-autoregressive Generation with Mixup Training


Oct 21, 2021
Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang


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Deep Subdomain Adaptation Network for Image Classification


Jun 17, 2021
Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He

* published on TNNLS 

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AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction


Jun 16, 2021
Hao Chen, Fuzhen Zhuang, Li Xiao, Ling Ma, Haiyan Liu, Ruifang Zhang, Huiqin Jiang, Qing He


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Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising


May 31, 2021
Yongchun Zhu, Yudan Liu, Ruobing Xie, Fuzhen Zhuang, Xiaobo Hao, Kaikai Ge, Xu Zhang, Leyu Lin, Juan Cao

* accepted by KDD2021 

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Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising


May 24, 2021
Dongbo Xi, Zhen Chen, Peng Yan, Yinger Zhang, Yongchun Zhu, Fuzhen Zhuang, Yu Chen

* accepted by KDD21 

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Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks


May 11, 2021
Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin, Juan Cao

* 10 pages, accepted by SIGIR2021 

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Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users


May 11, 2021
Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin, Qing He

* 5 pages, accepted by SIGIR2021 

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Combat Data Shift in Few-shot Learning with Knowledge Graph


Feb 26, 2021
Yongchun Zhu, Fuzhen Zhuang, Xiangliang Zhang, Zhiyuan Qi, Zhiping Shi, Qing He

* 10 pages, 3 figures 

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Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction


Jan 18, 2021
Qiang Zhou, Jingjing Gu, Xinjiang Lu, Fuzhen Zhuang, Yanchao Zhao, Qiuhong Wang, Xiao Zhang

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification


Jan 09, 2021
Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang


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E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce


Sep 10, 2020
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Zuohui Fu, Fuzhen Zhuang, Pengyang Wang, Haifeng Chen, Hui Xiong


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Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning


Aug 31, 2020
Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong

* 10 pages, accepted as a full paper in KDD 2020 

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Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection


Aug 08, 2020
Dongbo Xi, Bowen Song, Fuzhen Zhuang, Yongchun Zhu, Shuai Chen, Tianyi Zhang, Yuan Qi, Qing He

* 11 pages, 4 figures 

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