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Semi-Supervised Formality Style Transfer with Consistency Training


Mar 25, 2022
Ao Liu, An Wang, Naoaki Okazaki

* ACL 2022 main conference 

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Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network


Feb 15, 2022
An Wang, Ao Liu, Hieu Hanh Le, Haruo Yokota


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Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks


Jan 27, 2022
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

* Work in progress 

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Table Pretraining: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks


Jan 24, 2022
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

* Work in progress 

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Personalized Lane Change Decision Algorithm Using Deep Reinforcement Learning Approach


Dec 17, 2021
Daofei Li, Ao Liu


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Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation


Dec 12, 2021
Ao Liu, Congjian Luo, Naoaki Okazaki


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Personalized Highway Pilot Assist Considering Leading Vehicle's Lateral Behaviours


Dec 11, 2021
Daofei Li, Ao Liu

* 18 pages, 12 figures, 3 tables 

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Smoothed Differential Privacy


Jul 09, 2021
Ao Liu, Lirong Xia

* 9 Page main text + Appendix 

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Certifiably Robust Interpretation via Renyi Differential Privacy


Jul 04, 2021
Ao Liu, Xiaoyu Chen, Sijia Liu, Lirong Xia, Chuang Gan

* 19 page main text + appendix 

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Categorizing Online Shopping Behavior from Cosmetics to Electronics: An Analytical Framework


Oct 06, 2020
Sohini Roychowdhury, Wenxi Li, Ebrahim Alareqi, Akhilesh Pandita, Ao Liu, Joakim Soderberg

* 10 pages, 9 figures 

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Anonymized GCN: A Novel Robust Graph Embedding Method via Hiding Node Position in Noise


May 06, 2020
Ao Liu

* 14 pages, 5 figures 

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SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space


Apr 12, 2020
Ao Liu, Guangquan Xu, Dexiang Zhou, Xi Zheng, Jianting Ning, Rui Wang, Hao Wang, Hong-Ning Dai, Xiaojiang Du

* 19 pages, 9 figures, submitted to European Symposium on Research in Computer Security 2020 

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Differential Privacy for Eye-Tracking Data


Apr 15, 2019
Ao Liu, Lirong Xia, Andrew Duchowski, Reynold Bailey, Kenneth Holmqvist, Eakta Jain

* 10 pages including appendix 

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Towards Non-Parametric Learning to Rank


Jul 09, 2018
Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia

* 10 pages' main document and 10 pages' supplementary documents 

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Automatically Extracting Action Graphs from Materials Science Synthesis Procedures


Nov 28, 2017
Sheshera Mysore, Edward Kim, Emma Strubell, Ao Liu, Haw-Shiuan Chang, Srikrishna Kompella, Kevin Huang, Andrew McCallum, Elsa Olivetti

* NIPS Workshop on Machine Learning for Molecules and Materials 

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