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Adaptive Fairness Improvement Based on Causality Analysis


Sep 15, 2022
Mengdi Zhang, Jun Sun

* 12 pages, 8 figures, published in ESEC/FSE 2022 

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TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination


Aug 24, 2022
Mengdi Zhang, Jun Sun, Jingyi Wang, Bing Sun


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Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries


Aug 16, 2022
Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang

* kgTransformer; Accepted to KDD 2022 

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Long Short-Term Preference Modeling for Continuous-Time Sequential Recommendation


Aug 01, 2022
Huixuan Chi, Hao Xu, Hao Fu, Mengya Liu, Mengdi Zhang, Yuji Yang, Qinfen Hao, Wei Wu

* 9 pages, 4 figures 

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Ensemble Multi-Relational Graph Neural Networks


May 24, 2022
Yuling Wang, Hao Xu, Yanhua Yu, Mengdi Zhang, Zhenhao Li, Yuji Yang, Wei Wu

* 7 pages, 3 figures, published to IJCAI 2022 

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Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification


May 18, 2022
Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen

* 11 pages, 7 figures, Sigir 2022 

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Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis


Mar 30, 2022
Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen

* 14 pages, 6 figures 

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Learning the Implicit Semantic Representation on Graph-Structured Data


Jan 16, 2021
Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Jun Wang, Mengdi Zhang, Enhong Chen

* 16 pages, DASFAA 2021 

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Polarized Reflection Removal with Perfect Alignment in the Wild


Mar 28, 2020
Chenyang Lei, Xuhua Huang, Mengdi Zhang, Qiong Yan, Wenxiu Sun, Qifeng Chen

* CVPR2020 

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Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization


May 11, 2019
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang

* KDD 2019 research track oral 

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