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Dynamic Memory based Attention Network for Sequential Recommendation

Feb 18, 2021
Qiaoyu Tan, Jianwei Zhang, Ninghao Liu, Xiao Huang, Hongxia Yang, Jingren Zhou, Xia Hu


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Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation

Oct 15, 2020
Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brungel, Manu Goyal, Hongtao Zhu, Bill Cassidy, Johannes Ruckert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph Pappachan, Claire O'Shea, Eibe Frank

* 18 pages, 17 figures, 10 tables 

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Simulating multi-exit evacuation using deep reinforcement learning

Jul 11, 2020
Dong Xu, Xiao Huang, Joseph Mango, Xiang Li, Zhenlong Li

* 25 pages, 5 figures, submitted to Transactions in GIS 

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A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming

Jun 26, 2020
Xiaoming Li, Chun Wang, Xiao Huang, Yimin Nie


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Towards Deeper Graph Neural Networks with Differentiable Group Normalization

Jun 12, 2020
Kaixiong Zhou, Xiao Huang, Yuening Li, Daochen Zha, Rui Chen, Xia Hu


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Teaching Machine Comprehension with Compositional Explanations

May 02, 2020
Qinyuan Ye, Xiao Huang, Xiang Ren


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TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition

Apr 24, 2020
Bill Yuchen Lin, Dong-Ho Lee, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar, Xiang Ren

* Accepted to the ACL 2020. Camera-ready version. The first two authors contributed equally. Code and data: https://github.com/INK-USC/TriggerNER 

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DDKSP: A Data-Driven Stochastic Programming Framework for Car-Sharing Relocation Problem

Jan 20, 2020
Xiaoming Li, Chun Wang, Xiao Huang

* arXiv admin note: text overlap with arXiv:1909.09293 

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Translating multispectral imagery to nighttime imagery via conditional generative adversarial networks

Dec 28, 2019
Xiao Huang, Dong Xu, Zhenlong Li, Cuizhen Wang

* 4 pages, 3 figures, submitted to the 2020 IEEE International Geoscience and Remote Sensing Symposium 

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Multi-Channel Graph Convolutional Networks

Dec 17, 2019
Kaixiong Zhou, Qingquan Song, Xiao Huang, Daochen Zha, Na Zou, Xia Hu


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Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling

Oct 09, 2019
Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu, Xiang Ren

* 13 pages, 7 figures 

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Learning A Unified Named Entity Tagger From Multiple Partially Annotated Corpora For Efficient Adaptation

Oct 04, 2019
Xiao Huang, Li Dong, Elizabeth Boschee, Nanyun Peng

* 9 pages of main content + 4 pages of references and appendix. 4 figures and 2 tables in the main content. Accepted by CoNLL 2019 

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A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation

Sep 20, 2019
Xiaoming Li, Chun Wang, Xiao Huang


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Auto-GNN: Neural Architecture Search of Graph Neural Networks

Sep 10, 2019
Kaixiong Zhou, Qingquan Song, Xiao Huang, Xia Hu


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A Multimodal Vision Sensor for Autonomous Driving

Aug 15, 2019
Dongming Sun, Xiao Huang, Kailun Yang


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SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks

Aug 11, 2019
Yuening Li, Xiao Huang, Jundong Li, Mengnan Du, Na Zou

* 5 pages, in proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM) 

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Panoramic Annular Localizer: Tackling the Variation Challenges of Outdoor Localization Using Panoramic Annular Images and Active Deep Descriptors

May 14, 2019
Ruiqi Cheng, Kaiwei Wang, Shufei Lin, Weijian Hu, Kailun Yang, Xiao Huang, Huabing Li, Dongming Sun, Jian Bai

* Submitted to ITSC 2019 

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Multi-Label Adversarial Perturbations

Jan 02, 2019
Qingquan Song, Haifeng Jin, Xiao Huang, Xia Hu


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A General Multi-agent Epistemic Planner Based on Higher-order Belief Change

Aug 14, 2018
Xiao Huang, Biqing Fang, Hai Wan, Yongmei Liu

* IJCAI. (2017) 1093-1101 
* One of the authors think it's not appropriate to show this work there days. Then we discussed, we want submit a new work and this one together later 

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