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Fairness-Aware Online Meta-learning


Aug 21, 2021
Chen Zhao, Feng Chen, Bhavani Thuraisingham

* KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 

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A method using deep learning to discover new predictors of CRT response from mechanical dyssynchrony on gated SPECT MPI


Jun 01, 2021
Zhuo He, Xinwei Zhang, Chen Zhao, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Jiangang Zou, Weihua Zhou

* 10 pages, 3 figures, will submit to journal of nuclear cardiology 

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FedSup: A Communication-Efficient Federated Learning Fatigue Driving Behaviors Supervision Framework


Apr 25, 2021
Chen Zhao, Zhipeng Gao, Qian Wang, Kaile Xiao, Zijia Mo, M. Jamal Deen


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Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval


Apr 13, 2021
Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber, Hal Daumé III

* NAACL 2021 

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Complex Factoid Question Answering with a Free-Text Knowledge Graph


Mar 23, 2021
Chen Zhao, Chenyan Xiong, Xin Qian, Jordan Boyd-Graber

* WWW2020 

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A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images


Feb 21, 2021
Fubao Zhu, Zhengyuan Gao, Chen Zhao, Hanlei Zhu, Yong Dong, Jingfeng Jiang, Neng Dai, Weihua Zhou


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A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images


Feb 07, 2021
Yu Deng, Ling Wang, Chen Zhao, Shaojie Tang, Xiaoguang Cheng, Hong-Wen Deng, Weihua Zhou


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Analyzing the barren plateau phenomenon in training quantum neural network with the ZX-calculus


Feb 03, 2021
Chen Zhao, Xiao-Shan Gao


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A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms


Jan 25, 2021
Chen Zhao, Haipeng Tang, Daniel McGonigle, Zhuo He, Chaoyang Zhang, Yu-Ping Wang, Hong-Wen Deng, Robert Bober, Weihua Zhou


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Consensus-Guided Correspondence Denoising


Jan 03, 2021
Chen Zhao, Yixiao Ge, Jiaqi Yang, Feng Zhu, Rui Zhao, Hongsheng Li


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Video Self-Stitching Graph Network for Temporal Action Localization


Dec 13, 2020
Chen Zhao, Ali Thabet, Bernard Ghanem


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A Reweighted Meta Learning Framework for Robust Few Shot Learning


Nov 13, 2020
Krishnateja Killamsetty, Changbin Li, Chen Zhao, Rishabh Iyer, Feng Chen


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On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries


Oct 21, 2020
Tianze Shi, Chen Zhao, Jordan Boyd-Graber, Hal Daumé III, Lillian Lee

* Findings of ACL: EMNLP 2020 
* Findings of ACL: EMNLP 2020 

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PDFM: A Primal-Dual Fairness-Aware Framework for Meta-learning


Oct 05, 2020
Chen Zhao, Feng Chen, Zhuoyi Wang, Latifur Khan

* submitted to IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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A Primal-Dual Subgradient Approach for Fair Meta Learning


Sep 26, 2020
Chen Zhao, Feng Chen, Zhuoyi Wang, Latifur Khan

* 2020 IEEE International Conference on Data Mining (ICDM) 

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Unfairness Discovery and Prevention For Few-Shot Regression


Sep 23, 2020
Chen Zhao, Feng Chen

* 2020 IEEE International Conference on Knowledge Graph (ICKG) 

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Fair Meta-Learning For Few-Shot Classification


Sep 23, 2020
Chen Zhao, Changbin Li, Jincheng Li, Feng Chen

* 2020 IEEE International Conference on Knowledge Graph (ICKG). arXiv admin note: text overlap with arXiv:2009.11406 

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Rank-Based Multi-task Learning for Fair Regression


Sep 23, 2020
Chen Zhao, Feng Chen

* 2019 IEEE International Conference on Data Mining (ICDM) 

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A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images


Jul 01, 2020
Chen Zhao, Joyce H. Keyak, Jinshan Tang, Tadashi S. Kaneko, Sundeep Khosla, Shreyasee Amin, Elizabeth J. Atkinson, Lan-Juan Zhao, Michael J. Serou, Chaoyang Zhang, Hui Shen, Hong-Wen Deng, Weihua Zhou


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LRF-Net: Learning Local Reference Frames for 3D Local Shape Description and Matching


Jan 22, 2020
Angfan Zhu, Jiaqi Yang, Chen Zhao, Ke Xian, Zhiguo Cao, Xin Li

* 7 pages, 9 figures 

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QDNN: DNN with Quantum Neural Network Layers


Dec 29, 2019
Chen Zhao, Xiao-Shan Gao


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Learning Semantic Neural Tree for Human Parsing


Dec 20, 2019
Ruyi Ji, Dawei Du, Libo Zhang, Longyin Wen, Yanjun Wu, Chen Zhao, Feiyue Huang, Siwei Lyu


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G-TAD: Sub-Graph Localization for Temporal Action Detection


Nov 26, 2019
Mengmeng Xu, Chen Zhao, David S. Rojas, Ali Thabet, Bernard Ghanem

* 8 pages, 9 figures, 2 pages appendix 

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Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology


Nov 01, 2019
Chen Zhao, Jiaqi Yang, Xin Xiong, Angfan Zhu, Zhiguo Cao, Xin Li


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Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization


Sep 25, 2019
Ruyi Ji, Longyin Wen, Libo Zhang, Dawei Du, Ynajun Wu, Chen Zhao, Xianglong Liu, Feiyue Huang


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Iterative Clustering with Game-Theoretic Matching for Robust Multi-consistency Correspondence


Sep 03, 2019
Chen Zhao, Jiaqi Yang, Ke Xian, Zhiguo Cao, Xin Li


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Comparative evaluation of 2D feature correspondence selection algorithms


Apr 30, 2019
Chen Zhao, Jiaqi Yang, Yang Xiao, Zhiguo Cao


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