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Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing


May 25, 2022
Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen

* work in progress 

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Smart Tracking Tray System for A Smart and Sustainable Wet Lab Community


Mar 02, 2022
Nan Xu, Jingchen Li, Yue Yu, Yang Li, Jinglei Yang

* This abstract contains 2 pages and 5 figures. It has been submitted and accepted by IEEE SUSTECH 2022 Student Poster Competition 

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PSML: A Multi-scale Time-series Dataset for Machine Learning in Decarbonized Energy Grids


Oct 12, 2021
Xiangtian Zheng, Nan Xu, Loc Trinh, Dongqi Wu, Tong Huang, S. Sivaranjani, Yan Liu, Le Xie


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AnANet: Modeling Association and Alignment for Cross-modal Correlation Classification


Sep 02, 2021
Nan Xu, Junyan Wang, Yuan Tian, Ruike Zhang, Wenji Mao


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Intelligent Tire-Based Slip Ratio Estimation Using Different Machine Learning Algorithms


Jun 09, 2021
Nan Xu, Zepeng Tang, Jianfeng Zhou, Hassan Askari


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MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset


Feb 12, 2021
Chuizheng Meng, Loc Trinh, Nan Xu, Yan Liu


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Differentially Private Adversarial Robustness Through Randomized Perturbations


Sep 27, 2020
Nan Xu, Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier


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Lateral Force Prediction using Gaussian Process Regression for Intelligent Tire Systems


Sep 25, 2020
Bruno Henrique Groenner Barbosa, Nan Xu, Hassan Askari, Amir Khajepour


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Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity


Sep 18, 2019
Penghui Wei, Nan Xu, Wenji Mao

* EMNLP-IJCNLP 2019 

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Online Inference for Advertising Auctions


Aug 22, 2019
Caio Waisman, Harikesh S. Nair, Carlos Carrion, Nan Xu


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