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Xue Li

School of Information Technology and Electronic Engineering, The University of Queensland

Confined Gradient Descent: Privacy-preserving Optimization for Federated Learning


Apr 27, 2021
Yanjun Zhang, Guangdong Bai, Xue Li, Surya Nepal, Ryan K L Ko


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TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search


Feb 09, 2021
Jason Yue Zhu, Yanling Cui, Yuming Liu, Hao Sun, Xue Li, Markus Pelger, Tianqi Yang, Liangjie Zhang, Ruofei Zhang, Huasha Zhao

* Jason Yue Zhu, Yanling Cui, Yuming Liu, Hao Sun, Xue Li, Markus Pelger, Tianqi Yang, Liangjie Zhang, Ruofei Zhang, and Huasha Zhao. 2021. TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search. In Proceedings of the Web Conference 2021 (WWW 21), April 19-23, 2021, Ljubljana, Slovenia. ACM, New York, NY, USA, 10 pages. https: //doi.org/10.1145/3442381.3449842 

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Learning Causal Bayesian Networks from Text


Nov 26, 2020
Farhad Moghimifar, Afshin Rahimi, Mahsa Baktashmotlagh, Xue Li

* ALTA2020 

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A Unified Model for Recommendation with Selective Neighborhood Modeling


Oct 19, 2020
Jingwei Ma, Jiahui Wen, Panpan Zhang, Guangda Zhang, Xue Li


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Understanding the Message Passing in Graph Neural Networks via Power Iteration


Jun 02, 2020
Xue Li, Yuanzhi Cheng


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Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation


May 28, 2020
Lihua Zhou, Mao Ye, Xinpeng Li, Ce Zhu, Yiguang Liu, Xue Li


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Learning Various Length Dependence by Dual Recurrent Neural Networks


May 28, 2020
Chenpeng Zhang, Shuai Li, Mao Ye, Ce Zhu, Xue Li


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Suicidal Ideation and Mental Disorder Detection with Attentive Relation Networks


Apr 16, 2020
Shaoxiong Ji, Xue Li, Zi Huang, Erik Cambria


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Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning


Mar 21, 2020
Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li

* 15 pages, 9 figures 

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Clustering with Fast, Automated and Reproducible assessment applied to longitudinal neural tracking


Mar 19, 2020
Hanlin Zhu, Xue Li, Liuyang Sun, Fei He, Zhengtuo Zhao, Lan Luan, Ngoc Mai Tran, Chong Xie

* 11 pages, 5 figures 

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Sequence-Aware Factorization Machines for Temporal Predictive Analytics


Nov 18, 2019
Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou

* To appear in ICDE'20, Dallas, Texas, USA. Code link updated 

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Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications


Oct 23, 2019
Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang


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DBRec: Dual-Bridging Recommendation via Discovering Latent Groups


Oct 16, 2019
Jingwei Ma, Jiahui Wen, Mingyang Zhong, Liangchen Liu, Chaojie Li, Weitong Chen, Yin Yang, Honghui Tu, Xue Li

* 10 pages, 16 figures, The 28th ACM International Conference on Information and Knowledge Management (CIKM '19) 

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Learning Private Neural Language Modeling with Attentive Aggregation


Dec 17, 2018
Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang


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Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification


Oct 14, 2018
Lin Wu, Yang Wang, Junbin Gao, Xue Li

* Appearing in IEEE Transactions on Multimedia. arXiv admin note: text overlap with arXiv:1606.01609 

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YH Technologies at ActivityNet Challenge 2018


Jun 29, 2018
Ting Yao, Xue Li

* Rank 2 in both Temporal Activity Detection Task & Kinetics Task @ ActivityNet 2018. arXiv admin note: substantial text overlap with arXiv:1710.08011 by other authors 

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The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing


May 08, 2018
Zheng Xu, Xitong Yang, Xue Li, Xiaoshuai Sun


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When Point Process Meets RNNs: Predicting Fine-Grained User Interests with Mutual Behavioral Infectivity


Oct 22, 2017
Tong Chen, Lin Wu, Yang Wang, Jun Zhang, Hongxu Chen, Xue Li

* Several existing references are missing and not discussed explicitly 

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What-and-Where to Match: Deep Spatially Multiplicative Integration Networks for Person Re-identification


Oct 14, 2017
Lin Wu, Yang Wang, Xue Li, Junbin Gao

* Published at Pattern Recognition, Elsevier 

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Deep Adaptive Feature Embedding with Local Sample Distributions for Person Re-identification


Sep 07, 2017
Lin Wu, Yang Wang, Junbin Gao, Xue Li

* Published on Pattern Recognition 

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PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking


Jul 24, 2017
Meng Wang, Jiaheng Zhang, Jun Liu, Wei Hu, Sen Wang, Xue Li, Wenqiang Liu

* 9 pages,5 figures,accepted by ISWC 2017 

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Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection


Apr 20, 2017
Tong Chen, Lin Wu, Xue Li, Jun Zhang, Hongzhi Yin, Yang Wang

* 9 pages 

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Uncovering Locally Discriminative Structure for Feature Analysis


Jul 09, 2016
Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao

* Accepted by ECML/PKDD2016 

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Unsupervised Feature Analysis with Class Margin Optimization


Jun 03, 2015
Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng

* Accepted by European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2015 

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Image Tag Completion by Low-rank Factorization with Dual Reconstruction Structure Preserved


Jun 09, 2014
Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu


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