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Representation Learning from Limited Educational Data with Crowdsourced Labels

Sep 23, 2020
Wentao Wang, Guowei Xu, Wenbiao Ding, Gale Yan Huang, Guoliang Li, Jiliang Tang, Zitao Liu

* IEEE Transactions on Knowledge and Data Engineering (Accepted) 

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Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration

Aug 28, 2020
Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du


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Neural Multi-Task Learning for Teacher Question Detection in Online Classrooms

May 16, 2020
Gale Yan Huang, Jiahao Chen, Haochen Liu, Weiping Fu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Guoliang Li, Zitao Liu

* The 21th International Conference on Artificial Intelligence in Education(AIED), 2020 

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Temporal Network Representation Learning via Historical Neighborhoods Aggregation

Mar 30, 2020
Shixun Huang, Zhifeng Bao, Guoliang Li, Yanghao Zhou, J. Shane Culpepper

* 28 Pages, published in 2020 IEEE International Conference on Data Engineering (ICDE 2020) 

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Towards Interpretable and Learnable Risk Analysis for Entity Resolution

Dec 06, 2019
Zhaoqiang Chen, Qun Chen, Boyi Hou, Tianyi Duan, Zhanhuai Li, Guoliang Li

* 14 pages, Accepted to SIGMOD 2020 

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An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms

Nov 04, 2019
Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian


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VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository

May 12, 2019
Kevin Hu, Neil Gaikwad, Michiel Bakker, Madelon Hulsebos, Emanuel Zgraggen, César Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çağatay Demiralp

* CHI'19 

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Crowd-Powered Data Mining

Oct 19, 2018
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng


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PANDA: Facilitating Usable AI Development

Apr 26, 2018
Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou


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