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Enhancing Model Robustness and Fairness with Causality: A Regularization Approach


Oct 03, 2021
Zhao Wang, Kai Shu, Aron Culotta


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End-to-end Compression Towards Machine Vision: Network Architecture Design and Optimization


Jul 01, 2021
Shurun Wang, Zhao Wang, Shiqi Wang, Yan Ye


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Improvements in Micro-CT Method for Characterizing X-ray Monocapillary Optics


Jun 28, 2021
Zhao Wang, Kai Pan, Shuang Zhang, Zhuxuan Duo, Zhiguo Liu, Tianxi Sun


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AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba


Jun 03, 2021
Ningyu Zhang, Qianghuai Jia, Shumin Deng, Xiang Chen, Hongbin Ye, Hui Chen, Huaixiao Tou, Gang Huang, Zhao Wang, Nengwei Hua, Huajun Chen

* Accepted by KDD 2021 (Applied Data Science Track) 

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Efficient Ring-topology Decentralized Federated Learning with Deep Generative Models for Industrial Artificial Intelligent


Apr 15, 2021
Zhao Wang, Yifan Hu, Jun Xiao, Chao Wu

* arXiv admin note: text overlap with arXiv:2010.10996 

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Multi-Density Attention Network for Loop Filtering in Video Compression


Apr 08, 2021
Zhao Wang, Changyue Ma, Yan Ye


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A Cross Channel Context Model for Latents in Deep Image Compression


Mar 04, 2021
Changyue Ma, Zhao Wang, Ruling Liao, Yan Ye


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Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals


Dec 18, 2020
Zhao Wang, Aron Culotta


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Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging


Oct 06, 2020
Zhao Wang, Jennifer Cutler, Aron Culotta

* In IEEE International Conference on Data Mining (ICDM) Workshop on Data science for Human Performance in Social Networks, 2017 

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Identifying Spurious Correlations for Robust Text Classification


Oct 06, 2020
Zhao Wang, Aron Culotta

* Findings of EMNLP-2020 
* Findings of EMNLP-2020 

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Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification


Sep 15, 2020
Zhao Wang, Quande Liu, Qi Dou

* Published as a journal paper at IEEE J-BHI; code and dataset are available at https://github.com/med-air/Contrastive-COVIDNet 

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Neural Architecture Search on Acoustic Scene Classification


Dec 30, 2019
Jixiang Li, Chuming Liang, Bo Zhang, Zhao Wang, Fei Xiang, Xiangxiang Chu


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When do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation


Nov 15, 2018
Zhao Wang, Aron Culotta

* AAAI_2019 

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