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Task-adaptive Neural Process for User Cold-Start Recommendation


Feb 26, 2021
Xixun Lin, Jia Wu, Chuan Zhou, Shirui Pan, Yanan Cao, Bin Wang

* Accepted by WWW 2021 

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Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs


Feb 13, 2021
Yuwei Cao, Hao Peng, Jia Wu, Yingtong Dou, Jianxin Li, Philip S. Yu

* This work has been accepted to The Web Conference 2021 

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SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism


Jan 20, 2021
Qingyun Sun, Hao Peng, Jianxin Li, Jia Wu, Yuanxing Ning, Phillip S. Yu, Lifang He

* Accepted by The Web Conference (WWW) 2021 

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Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications


Nov 20, 2020
Chaochao Chen, Jamie Cui, Guanfeng Liu, Jia Wu, Li Wang


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Graph Geometry Interaction Learning


Oct 23, 2020
Shichao Zhu, Shirui Pan, Chuan Zhou, Jia Wu, Yanan Cao, Bin Wang

* Published at Conference NeurIPS 2020 

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A Deep Framework for Cross-Domain and Cross-System Recommendations


Sep 14, 2020
Feng Zhu, Yan Wang, Chaochao Chen, Guanfeng Liu, Mehmet Orgun, Jia Wu


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Heterogeneous Graph Attention Networks for Early Detection of Rumors on Twitter


Jun 10, 2020
Qi Huang, Junshuai Yu, Jia Wu, Bin Wang

* 8 pages 

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Deep Learning for Community Detection: Progress, Challenges and Opportunities


May 17, 2020
Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Jian Yang, Philip S. Yu

* Accepted Paper in the 29th International Joint Conference on Artificial Intelligence (IJCAI 20), Survey Track 

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Deep Active Learning for Anchor User Prediction


Jun 25, 2019
Anfeng Cheng, Chuan Zhou, Hong Yang, Jia Wu, Lei Li, Jianlong Tan, Li Guo

* 7 pages 

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TLR: Transfer Latent Representation for Unsupervised Domain Adaptation


Aug 19, 2018
Pan Xiao, Bo Du, Jia Wu, Lefei Zhang, Ruimin Hu, Xuelong Li


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Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification


Feb 09, 2018
Chenglong Dai, Jia Wu, Dechang Pi, Lin Cui

* 9 pages, 5 figures, Accepted by SDM-2018 

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Dynamic Island Model based on Spectral Clustering in Genetic Algorithm


Jan 05, 2018
Qinxue Meng, Jia Wu, John Ellisy, Paul J. Kennedy

* Q. Meng, J. Wu, J. Ellis and P. J. Kennedy, "Dynamic island model based on spectral clustering in genetic algorithm," 2017 International Joint Conference on Neural Networks (IJCNN), Anchorage, AK, 2017, pp. 1724-1731 
* 8 pages 

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Subpopulation Diversity Based Selecting Migration Moment in Distributed Evolutionary Algorithms


Jan 05, 2017
Chengjun Li, Jia Wu

* 17 pages, 9 figures 

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Temporal Feature Selection on Networked Time Series


Dec 22, 2016
Haishuai Wang, Jia Wu, Peng Zhang, Chengqi Zhang

* submitted to a blind review journal 

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PIGMIL: Positive Instance Detection via Graph Updating for Multiple Instance Learning


Dec 12, 2016
Dongkuan Xu, Jia Wu, Wei Zhang, Yingjie Tian

* 11 pages, 9 figures 

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An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding


Nov 05, 2015
Yiou Lin, Hang Lei, Jia Wu, Xiaoyu Li

* The 29th Pacific Asia Conference on Language, Information and Computing 

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